diff --git a/packages/media/cpp/CMakeLists.txt b/packages/media/cpp/CMakeLists.txt
index e053ece5..f3a52211 100644
--- a/packages/media/cpp/CMakeLists.txt
+++ b/packages/media/cpp/CMakeLists.txt
@@ -60,6 +60,36 @@ FetchContent_Declare(
 
 FetchContent_MakeAvailable(cli11 asio nlohmann_json cpp_httplib)
 
+# PicoSHA2 — header-only SHA256 for cache keys.
+FetchContent_Declare(
+    picosha2
+    GIT_REPOSITORY https://github.com/okdshin/PicoSHA2.git
+    GIT_TAG        master
+    GIT_SHALLOW    TRUE
+)
+FetchContent_GetProperties(picosha2)
+if(NOT picosha2_POPULATED)
+    FetchContent_Populate(picosha2)
+endif()
+
+# p-ranav/glob — same as packages/kbot/cpp (glob / rglob for **).
+FetchContent_Declare(
+    pranav_glob
+    GIT_REPOSITORY https://github.com/p-ranav/glob.git
+    GIT_TAG        master
+    GIT_SHALLOW    TRUE
+)
+FetchContent_GetProperties(pranav_glob)
+if(NOT pranav_glob_POPULATED)
+    FetchContent_Populate(pranav_glob)
+endif()
+add_library(pranav_glob STATIC ${pranav_glob_SOURCE_DIR}/source/glob.cpp)
+target_include_directories(pranav_glob PUBLIC ${pranav_glob_SOURCE_DIR}/include)
+target_compile_features(pranav_glob PUBLIC cxx_std_17)
+if(MSVC)
+    target_compile_options(pranav_glob PRIVATE /permissive-)
+endif()
+
 # laserpants/dotenv-cpp — load .env (same pattern as packages/kbot/cpp).
 FetchContent_Declare(
     laserpants_dotenv
@@ -79,6 +109,8 @@ find_package(Vips REQUIRED)
 
 add_executable(media-img
     src/main.cpp
+    src/core/cache.cpp
+    src/core/glob_paths.cpp
     src/core/resize.cpp
     src/http/serve.cpp
     src/ipc/ipc_serve.cpp
@@ -87,6 +119,7 @@ add_executable(media-img
 target_include_directories(media-img PRIVATE
     ${CMAKE_CURRENT_SOURCE_DIR}/src
     ${asio_SOURCE_DIR}/asio/include
+    ${picosha2_SOURCE_DIR}
 )
 
 target_compile_definitions(media-img PRIVATE
@@ -107,6 +140,7 @@ target_link_libraries(media-img PRIVATE
     nlohmann_json::nlohmann_json
     httplib::httplib
     laserpants::dotenv
+    pranav_glob
     Vips::vips
 )
 
diff --git a/packages/media/cpp/README.md b/packages/media/cpp/README.md
index 6dedd13e..2c5c5253 100644
--- a/packages/media/cpp/README.md
+++ b/packages/media/cpp/README.md
@@ -11,7 +11,7 @@ CMake-based **`media-img`** binary: **CLI**, **HTTP REST** (`serve`), and **line
 | CMake | ≥ 3.20 |
 | C++ compiler | C++17 |
 | **libvips** | **Required** — pkg-config (Unix) or `third_party/vips-dev-*` / `VIPS_ROOT` (Windows) |
-| Git | For `FetchContent` (CLI11, Asio, httplib, json, dotenv) |
+| Git | For `FetchContent` (CLI11, Asio, httplib, json, dotenv, [p-ranav/glob](https://github.com/p-ranav/glob), [PicoSHA2](https://github.com/okdshin/PicoSHA2) for cache keys) |
 | Node.js | Optional — `npm run test:media` (Node 18+) |
 
 ### Installing libvips
@@ -79,9 +79,104 @@ Sharp wraps libvips: **decode → process → encode**. We do the same with `vip
 | `flip` / `flop` | `flip` / `flop` | |
 | Letterbox | `background` | `#rrggbb` for `contain` |
 
-**REST** `POST /v1/resize` accepts the same keys as columns in the table (plus `input`, `output` paths).
+**REST** `POST /v1/resize` and **IPC** use the same JSON keys as the table, plus the fields in the **“Batch paths & cache”** section below.
 
-**IPC** sends one JSON object per line with the same keys.
+---
+
+## Batch paths & cache: globs, variables, caching
+
+Use this when **one** `resize` invocation (CLI, or a single REST/IPC request) should match **many** inputs or build **per-file** output paths. See also [docs/Examples.md](../docs/Examples.md) (TypeScript / Sharp reference).
+
+### Summary
+
+| Topic | What it does |
+|-------|----------------|
+| **Input glob** | `*` / `?` / `**` in `input` expand to a list of files ([p-ranav/glob](https://github.com/p-ranav/glob)). |
+| **Destination variables** | `output` may contain `${SRC_DIR}`, `${SRC_NAME}`, `${SRC_FILE_EXT}` (or `&{…}`) — expanded **per matched input**. |
+| **expand_glob** | JSON `false`: treat `input` / `output` as literal paths (no glob expansion). Templates still apply if `output` contains `${SRC_` / `&{SRC_`. |
+| **Output cache** | SHA-256 key from input path + size + mtime + options; default dir `<cwd>/cache/images/`. |
+
+**Not supported in C++:** Bash **extglob** (e.g. `*.+(jpg)`). Use `*.jpg`, `**/*.jpg`, or separate runs. **Bare** `{SRC_NAME}` without `$` / `&` is not a placeholder — use `${SRC_NAME}` or `&{SRC_NAME}`.
+
+### Input globs
+
+- **Syntax:** `*`, `?`, and `**` for recursion. Paths are resolved from the current working directory unless absolute.
+- **Multiple files → directory output:** `output` must be an **existing** directory, **or** a **new** directory given with a **trailing** `/` or `\` (parent dirs are created).
+- **Single file** from a literal path or a glob that matches one file: `output` can be a full file path, or a directory (trailing sep) to keep the original filename.
+
+**CLI:** use positional `input`/`output` or `--src` / `--dst` together.
+
+```bash
+./dist/media-img resize './photos/**/*.jpg' ./out/
+./dist/media-img resize --src './shots/*.png' --dst ./thumbs/
+```
+
+**JSON:** same strings in `"input"` and `"output"`. When `expand_glob` is true (default), glob expansion runs when the pattern contains `*`, `?`, or `**`.
+
+### Destination variables (`${SRC_*}` / `&{SRC_*}`)
+
+Placeholders are expanded **after** inputs are resolved (glob or single file). Each output path is built from the **absolute** input file for that row.
+
+| Placeholder | Meaning |
+|-------------|---------|
+| **SRC_DIR** | Parent directory of the current input (generic path, `/` separators). |
+| **SRC_NAME** | Filename **stem** without extension (`photo` for `photo.JPG`). |
+| **SRC_FILE_EXT** | Extension **with** leading dot (e.g. `.jpg`), or empty if none. |
+
+Use cases: write beside each source (`${SRC_DIR}/out/${SRC_NAME}.webp`), suffix stems (`${SRC_NAME}_thumb.jpg`), or change extension via `format` / path.
+
+```bash
+./dist/media-img resize --src ./photo.jpg --dst '${SRC_DIR}/${SRC_NAME}_medium.jpg' --max-width 800
+./dist/media-img resize --src './shots/*.jpg' --dst '${SRC_DIR}/${SRC_NAME}.webp' --max-width 1920
+```
+
+**REST / IPC** — same strings in JSON (escape quotes in shell as needed):
+
+```bash
+curl -s -X POST http://127.0.0.1:8080/v1/resize \
+  -H 'Content-Type: application/json' \
+  -d '{"input":"/data/in.png","output":"/out/${SRC_NAME}_thumb.webp","max_width":256}'
+```
+
+**Responses:** `{"ok":true}` for a single output; if more than one file is produced, `{"ok":true,"count":N,"outputs":["..."]}`.
+
+### JSON reference (batch + cache)
+
+| Field | Type | Default | Purpose |
+|-------|------|---------|---------|
+| `input` | string | required | Source path or glob. |
+| `output` | string | required | File path, directory, or template with `${SRC_*}` / `&{SRC_*}`. |
+| `expand_glob` | bool | `true` | If `false`, no glob expansion; paths are literal. |
+| `cache` | bool | `true` (or server default from `serve` / `ipc` flags) | Enable/disable cache for this request. |
+| `cache_dir` | string | empty → `<cwd>/cache/images` (or server `--cache-dir`) | Root directory for cached blobs. |
+
+All **resize** options (`max_width`, `fit`, …) participate in the same JSON body.
+
+### Output cache
+
+- **Default:** caching is **on**; root dir **`cache/images`** under the process **current working directory** (override with `--cache-dir` or JSON `cache_dir`).
+- **Key:** **SHA-256** (PicoSHA2) over canonical input path, file size, modification time, and a stable encoding of **all** resize options — change any of these and you get a miss.
+- **Storage:** `<cache_dir>/XX/<hex>` (two-letter shard).
+- **Hit:** copy cached bytes to `output`; **libvips is not initialized** for that job.
+- **Miss:** run resize, then **best-effort** store into cache (failure to store does not fail the request).
+
+**CLI (`resize`):** `--no-cache`, `--cache-dir <path>`.
+
+**`serve` / `ipc`:** same flags set **defaults** for requests that omit `cache` / `cache_dir`. Per-request JSON can still set `"cache": true` or `"cache_dir": "/path"` to override.
+
+**Batch + cache:** glob batches run **sequentially** (one file after another); each file may hit or miss the cache independently.
+
+### `serve` example with cache and glob
+
+```bash
+./dist/media-img serve --host 127.0.0.1 -p 8080 --cache-dir /var/cache/media-img
+```
+
+```bash
+curl -s -X POST http://127.0.0.1:8080/v1/resize \
+  -H 'Content-Type: application/json' \
+  -d '{"input":"/data/in/*.jpg","output":"/data/out/","max_width":400,"cache":true,"cache_dir":"/var/cache/media-img"}'
+```
 
 ## Concurrency
 
@@ -174,14 +269,18 @@ curl -s -X POST http://127.0.0.1:8080/v1/resize \
   -d '{"input":"/path/in.png","output":"/path/out.webp","max_width":400,"quality":80}'
 ```
 
+Optional: `"cache":false`, `"expand_glob":false`, `"cache_dir":"..."` — see **Batch paths & cache** above.
+
 ### `ipc` — one JSON line per connection (TCP; Unix socket on Linux/macOS)
 
 ```bash
-./dist/media-img ipc --host 127.0.0.1 -p 9333
+./dist/media-img ipc --host 127.0.0.1 -p 9333 --cache-dir ./cache/images
 # elsewhere: send a single line, read one line back, e.g.
-# {"input":"/tmp/a.jpg","output":"/tmp/b.webp","max_width":320,"format":"webp"}
+# {"input":"/tmp/a.jpg","output":"/tmp/b.webp","max_width":320,"format":"webp","cache":true}
 ```
 
+Same JSON fields as REST (`input`, `output`, globs, `expand_glob`, `cache`, `cache_dir`, resize options).
+
 ### `kbot` — forward to another binary (optional)
 
 Requires **`KBOT_EXE`** pointing at the kbot executable; remaining args are passed through.
@@ -199,6 +298,8 @@ npm run test:media
 
 Requires a built `dist/media-img` **linked against libvips** and fixture PNGs (`npm run generate:assets` if missing).
 
+The suite covers **REST**, **IPC (TCP)**, optional **Unix socket** on non-Windows, **destination templates** (`npm run test:media:templates`), and **recursive glob + `${SRC_DIR}` / `${SRC_NAME}`** (`npm run test:media:glob` — outputs under `tests/assets/glob-in/**/out/`, gitignored, for manual inspection).
+
 ## License
 
 See [LICENSE](LICENSE) in this directory when present.
diff --git a/packages/media/cpp/ROLLOUT.md b/packages/media/cpp/ROLLOUT.md
deleted file mode 100644
index ee56f62e..00000000
--- a/packages/media/cpp/ROLLOUT.md
+++ /dev/null
@@ -1,50 +0,0 @@
-# Media image service (C++) — rollout plan
-
-## Goals
-
-- **CLI**: resize files on disk (batch-friendly, scripts).
-- **REST**: HTTP server for resize jobs (Node or other clients).
-- **IPC**: async socket server — **Unix domain socket** on Linux/macOS; **TCP loopback** on Windows (Asio does not ship portable UDS on Windows; optional **named pipe** phase later).
-
-## Dependencies (CMake / FetchContent)
-
-| Component | Choice | Notes |
-|-----------|--------|--------|
-| CLI | [CLI11](https://github.com/CLIUtils/CLI11) | Same pattern as `kbot/cpp`. |
-| Async I/O | [Asio](https://think-async.com/Asio/) (standalone) | UDS + accept loop; no Boost linkage. |
-| HTTP | [cpp-httplib](https://github.com/yhirose/cpp-httplib) | Header-only REST; good for a dedicated worker. |
-| JSON | [nlohmann/json](https://github.com/nlohmann/json) | Request/response bodies. |
-| Images (v1) | [stb](https://github.com/nothings/stb) | No system install; PNG/JPEG in-tree. |
-| Images (later) | **libvips** | Optional `find_package` / vcpkg when you need parity with Sharp speed/quality. |
-
-## Phases
-
-### Phase 0 — Scaffold (this PR)
-
-- CMake presets `dev` / `release`, output `dist/media-img(.exe)`.
-- `npm run build:release` green on Windows MSVC.
-
-### Phase 1 — Core + CLI
-
-- `resize` command: input path, output path, max width/height, format (png/jpeg).
-- Single-threaded; deterministic errors to stderr.
-
-### Phase 2 — REST
-
-- `serve --bind --port`: `GET /health`, `POST /v1/resize` (JSON with paths or raw body + query params — v1 uses file paths for simplicity).
-
-### Phase 3 — IPC
-
-- `ipc --listen <path|host:port>`: line-delimited or length-prefixed JSON requests (documented in `docs/ipc-protocol.md` stub).
-- Linux: Unix socket. Windows: TCP `127.0.0.1:<port>` (or named pipe in a follow-up).
-
-### Phase 4 — Production hardening
-
-- Optional libvips backend behind `MEDIA_USE_VIPS`.
-- Worker pool, request limits, metrics.
-- CI: Linux + Windows matrix.
-
-## npm scripts
-
-- `npm run build:release` — configure + build Release.
-- `npm run run` — `dist/media-img --help`.
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diff --git a/packages/media/cpp/config/postgres.toml b/packages/media/cpp/config/postgres.toml
index 21adc052..7d3f0787 100644
--- a/packages/media/cpp/config/postgres.toml
+++ b/packages/media/cpp/config/postgres.toml
@@ -1,14 +1,3 @@
-# Polymech Postgres Configuration
-# Derived from pm-pics/server/.env
-
-[postgres]
-url = "postgresql://postgres.ytoadlpbdguriiccjnip:PKUF3t.cZDr3b4k@aws-1-eu-north-1.pooler.supabase.com:6543/postgres?pgbouncer=true"
-
-[supabase]
-url = "https://ytoadlpbdguriiccjnip.supabase.co"
-service_key = "sb_secret_A8CNmiO3Th9kl5BVnCb9uA_pPFwvW8_"
-publishable_key = "sb_publishable_1GyeD_grTZhrU-_OdUCz4g_gjxcxRNp"
-
 [server]
 port = 3333
 url = "http://localhost:3333"
@@ -18,25 +7,6 @@ image_api_url = "http://localhost:3333"
 url = "https://service.polymech.info"
 image_api_url = "https://service.polymech.info"
 
-# -----------------------------------------------------------------------------
-# Services
-# -----------------------------------------------------------------------------
-[services]
-SERPAPI_KEY="517879d08bd8f13df9c4265c42aea8cfe960942f3a10e8774bbec11becbfb687"
-GEO_CODER_KEY="65bcf01943459613018206nmi9830a9"
-BIG_DATA_KEY="bdc_fac0842cc0b6480fa64c4a6df6c6835c"
-SCRAPELESS_KEY="sk_3xKBbjxpOvtRVHMbw1MwSg26feEjBzDKQxQqG2qtlJrW3tbGe6x0uGhz0aMU1DDl"
-OPENROUTER="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"
-
-# -----------------------------------------------------------------------------
-# Enricher Configuration
-# -----------------------------------------------------------------------------
-[enricher]
-ENRICHER_LOCATION_CONCURRENCY=10
-ENRICHER_META_CONCURRENCY=5
-ENRICHER_META_IDLE_TIMEOUT=60
-ENRICHER_META_SCRAPER="HTTP"
-
 # -----------------------------------------------------------------------------
 # System Hard Constraints & Throttle Limits (IPC / Threads / Buffers)
 # -----------------------------------------------------------------------------
@@ -46,7 +16,3 @@ http_concurrency_throttle = 15
 queue_depth_max = 200
 buffer_size_max = 52428800
 
-[cache]
-GADM_CACHE_DEV = "../../packages/gadm/cache/gadm"
-GADM_CACHE_PROD = "../../../geo-cache/gadm/"
-
diff --git a/packages/media/cpp/dist/media-img.exe b/packages/media/cpp/dist/media-img.exe
index b30300ed..8ac4d678 100644
Binary files a/packages/media/cpp/dist/media-img.exe and b/packages/media/cpp/dist/media-img.exe differ
diff --git a/packages/media/cpp/dist/media-img.pdb b/packages/media/cpp/dist/media-img.pdb
index c75dbec6..0057f5d7 100644
Binary files a/packages/media/cpp/dist/media-img.pdb and b/packages/media/cpp/dist/media-img.pdb differ
diff --git a/packages/media/cpp/install-lnx.sh b/packages/media/cpp/install-lnx.sh
index 3fcc655b..c54a8682 100644
--- a/packages/media/cpp/install-lnx.sh
+++ b/packages/media/cpp/install-lnx.sh
@@ -1,13 +1,13 @@
 #!/usr/bin/env bash
 # ─────────────────────────────────────────────────────────────────────────────
-# install-lnx.sh  –  Install build dependencies for polymech-cli on Linux
+# install-lnx.sh  –  Linux build deps for packages/media/cpp (media-img) and related tools
 #
 # Tested on: Ubuntu 20.04+ / Debian 11+
 # Usage:     sudo bash install-lnx.sh
 # ─────────────────────────────────────────────────────────────────────────────
 set -euo pipefail
 
-echo "── polymech-cli Linux dependency installer ──"
+echo "── media-img (C++) Linux dependency installer ──"
 
 # ── 1. System packages (apt) ─────────────────────────────────────────────────
 echo ""
@@ -19,6 +19,7 @@ apt-get install -y --no-install-recommends \
     g++ \
     git \
     libssl-dev \
+    libvips-dev \
     pkg-config \
     snapd
 
@@ -49,12 +50,11 @@ fi
 echo ""
 echo "── Done! ──"
 echo ""
-echo "All C++ dependencies (CLI11, tomlplusplus, Catch2, asio, concurrentqueue,"
-echo "taskflow, curl, lexbor, rapidjson) are fetched automatically by CMake"
-echo "FetchContent at build time — no manual installation needed."
+echo "CMake FetchContent pulls CLI11, Asio, httplib, nlohmann/json, dotenv, and p-ranav/glob."
+echo "libvips is required at link time (libvips-dev above)."
 echo ""
 echo "To build:"
 echo "  cd $(dirname "$0")"
-echo "  npm run build:linux"
+echo "  cmake --preset release && cmake --build --preset release"
 echo ""
-echo "The binary will be placed in: dist/polymech-cli"
+echo "The binary will be placed in: dist/media-img"
diff --git a/packages/media/cpp/orchestrator/test-media.mjs b/packages/media/cpp/orchestrator/test-media.mjs
index 5f0cad04..105d05b7 100644
--- a/packages/media/cpp/orchestrator/test-media.mjs
+++ b/packages/media/cpp/orchestrator/test-media.mjs
@@ -7,6 +7,8 @@
  *
  *   npm run test:media -- --rest-only
  *   npm run test:media -- --ipc-only
+ *   npm run test:media -- --templates-only
+ *   npm run test:media -- --glob-batch-only
  *
  * Fixtures: tests/assets (run `node tests/assets/build-fixtures.mjs` if missing).
  *
@@ -14,7 +16,7 @@
  *   MEDIA_IMG_TEST_UNIX — Unix socket path for IPC UDS test (default /tmp/media-img-test.sock)
  */
 
-import { spawn } from 'node:child_process';
+import { spawn, spawnSync } from 'node:child_process';
 import { existsSync, mkdtempSync, rmSync, unlinkSync } from 'node:fs';
 import net from 'node:net';
 import { tmpdir } from 'node:os';
@@ -39,6 +41,8 @@ const { assert } = stats;
 
 const restOnly = process.argv.includes('--rest-only');
 const ipcOnly = process.argv.includes('--ipc-only');
+const templatesOnly = process.argv.includes('--templates-only');
+const globBatchOnly = process.argv.includes('--glob-batch-only');
 
 function getFreePort() {
   return new Promise((resolvePort, reject) => {
@@ -128,6 +132,97 @@ async function suiteRest(assetsDir) {
   }
 }
 
+async function suiteDstTemplateRest(assetsDir) {
+  console.log('\n── REST: dst path templates (${SRC_DIR}, ${SRC_NAME}, …) ──\n');
+
+  const inPng = resolve(assetsDir, 'square-64.png');
+  assert(existsSync(inPng), `fixture ${inPng}`);
+
+  const port = await getFreePort();
+  const proc = spawn(EXE, ['serve', '--host', '127.0.0.1', '--port', String(port)], {
+    stdio: ['ignore', 'pipe', 'pipe'],
+  });
+  pipeWorkerStderr(proc, '[media-img:serve:tpl]');
+
+  try {
+    await waitListen('127.0.0.1', port, 'serve');
+    const base = `http://127.0.0.1:${port}`;
+    const outDir = mkdtempSync(join(tmpdir(), 'media-dst-rest-'));
+
+    const outPattern = join(outDir, '${SRC_NAME}_thumb.webp');
+    const rt = await fetch(`${base}/v1/resize`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        input: inPng,
+        output: outPattern,
+        max_width: 24,
+        format: 'webp',
+      }),
+      signal: AbortSignal.timeout(timeouts.httpMs),
+    });
+    assert(rt.ok, 'POST /v1/resize template ok');
+    const jt = await rt.json();
+    assert(jt?.ok === true, 'template resize JSON ok');
+    const expectedWebp = join(outDir, 'square-64_thumb.webp');
+    assert(existsSync(expectedWebp), `expected ${expectedWebp}`);
+
+    const outAmp = join(outDir, '&{SRC_NAME}_tiny.png');
+    const r2 = await fetch(`${base}/v1/resize`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        input: inPng,
+        output: outAmp,
+        expand_glob: false,
+        max_width: 16,
+      }),
+      signal: AbortSignal.timeout(timeouts.httpMs),
+    });
+    assert(r2.ok, 'template + expand_glob false');
+    assert(existsSync(join(outDir, 'square-64_tiny.png')), 'ampersand template output');
+
+    const subDir = join(assetsDir, 'tpl-sub');
+    const outNested = join(subDir, '${SRC_NAME}_nested.png');
+    const rn = await fetch(`${base}/v1/resize`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        input: inPng,
+        output: outNested,
+        max_width: 12,
+      }),
+      signal: AbortSignal.timeout(timeouts.httpMs),
+    });
+    assert(rn.ok, 'POST nested subdir + ${SRC_NAME}');
+    const expectedNested = join(subDir, 'square-64_nested.png');
+    assert(existsSync(expectedNested), `nested template ${expectedNested}`);
+
+    const outViaSrcDir = '${SRC_DIR}/tpl-from-srcdir/${SRC_NAME}_sd.webp';
+    const rsd = await fetch(`${base}/v1/resize`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        input: inPng,
+        output: outViaSrcDir,
+        max_width: 10,
+        format: 'webp',
+      }),
+      signal: AbortSignal.timeout(timeouts.httpMs),
+    });
+    assert(rsd.ok, 'POST ${SRC_DIR} in output path');
+    const fromSrcDir = join(assetsDir, 'tpl-from-srcdir', 'square-64_sd.webp');
+    assert(existsSync(fromSrcDir), `expected ${fromSrcDir}`);
+
+    rmSync(outDir, { recursive: true, force: true });
+    rmSync(subDir, { recursive: true, force: true });
+    rmSync(join(assetsDir, 'tpl-from-srcdir'), { recursive: true, force: true });
+  } finally {
+    proc.kill();
+    await new Promise((r) => setTimeout(r, 150));
+  }
+}
+
 async function suiteIpcTcp(assetsDir) {
   console.log('\n── IPC TCP (media-img ipc --host --port) ──\n');
 
@@ -177,6 +272,95 @@ async function suiteIpcTcp(assetsDir) {
   }
 }
 
+async function suiteDstTemplateIpcTcp(assetsDir) {
+  console.log('\n── IPC TCP: dst templates ──\n');
+
+  const inPng = resolve(assetsDir, 'square-64.png');
+  assert(existsSync(inPng), `fixture ${inPng}`);
+
+  const port = await getFreePort();
+  const proc = spawn(EXE, ['ipc', '--host', '127.0.0.1', '--port', String(port)], {
+    stdio: ['ignore', 'pipe', 'pipe'],
+  });
+  pipeWorkerStderr(proc, '[media-img:ipc:tpl]');
+
+  try {
+    await waitListen('127.0.0.1', port, 'ipc');
+    const outDir = mkdtempSync(join(tmpdir(), 'media-dst-ipc-'));
+    const outPattern = join(outDir, '${SRC_NAME}_ipc.webp');
+
+    const sock = await connectTcp('127.0.0.1', port);
+    const res = await requestLineJson(
+      sock,
+      {
+        input: inPng,
+        output: outPattern,
+        max_width: 20,
+        format: 'webp',
+      },
+      timeouts.ipcReadMs,
+    );
+    sock.destroy();
+    assert(res?.ok === true, 'IPC template ok');
+    assert(existsSync(join(outDir, 'square-64_ipc.webp')), 'IPC template output file');
+
+    rmSync(outDir, { recursive: true, force: true });
+  } finally {
+    proc.kill();
+    await new Promise((r) => setTimeout(r, 150));
+  }
+}
+
+function suiteDstTemplateCli(assetsDir) {
+  console.log('\n── CLI: resize --src / --dst templates ──\n');
+
+  const inPng = resolve(assetsDir, 'square-64.png');
+  assert(existsSync(inPng), `fixture ${inPng}`);
+
+  const outDir = mkdtempSync(join(tmpdir(), 'media-dst-cli-'));
+  const dst = join(outDir, '&{SRC_NAME}_cli.jpg');
+
+  const r = spawnSync(
+    EXE,
+    ['resize', '--src', inPng, '--dst', dst, '--max-width', '18', '--format', 'jpeg'],
+    { encoding: 'utf8' },
+  );
+  assert(r.status === 0, `CLI template exit 0, stderr: ${r.stderr}`);
+  assert(existsSync(join(outDir, 'square-64_cli.jpg')), 'CLI template output');
+
+  rmSync(outDir, { recursive: true, force: true });
+}
+
+/**
+ * Recursive glob under tests/assets/glob-in, dst `${SRC_DIR}/out/${SRC_NAME}_medium.jpg`
+ * (TS-style `.+(jpg)` / bare `{SRC}` are not supported — use `_medium.jpg` and `${SRC_*}`).
+ * Does not delete outputs (see tests/assets/.gitignore); inspect on disk after the run.
+ */
+function suiteGlobBatchCli(assetsDir) {
+  console.log('\n── CLI: **/*.png glob + ${SRC_DIR}/out/${SRC_NAME}_medium.jpg ──\n');
+  console.log('  (outputs under glob-in/**/out/ are kept for manual verification)\n');
+
+  const rootPng = join(assetsDir, 'glob-in', 'root.png');
+  const leafPng = join(assetsDir, 'glob-in', 'sub', 'leaf.png');
+  assert(existsSync(rootPng), `fixture ${rootPng}`);
+  assert(existsSync(leafPng), `fixture ${leafPng}`);
+
+  const globIn = join(assetsDir, 'glob-in', '**', '*.JPG').replace(/\\/g, '/');
+  const dstTmpl = '${SRC_DIR}/out/${SRC_NAME}_medium.jpg';
+
+  const r = spawnSync(
+    EXE,
+    ['resize', '--src', globIn, '--dst', dstTmpl, '--max-width', '40', '--format', 'jpeg'],
+    { encoding: 'utf8' },
+  );
+  assert(r.status === 0, `glob batch exit 0, stderr: ${r.stderr}`);
+
+  const rootOut = join(assetsDir, 'glob-in', 'out', 'root_medium.jpg');
+  const leafOut = join(assetsDir, 'glob-in', 'sub', 'out', 'leaf_medium.jpg');
+  assert(existsSync(rootOut), `expected ${rootOut}`);
+  assert(existsSync(leafOut), `expected ${leafOut}`);
+}
+
 async function suiteIpcUnix(assetsDir) {
   console.log('\n── IPC Unix (media-img ipc --unix) ──\n');
 
@@ -249,7 +433,7 @@ async function run() {
     process.exit(1);
   }
 
-  const need = ['square-64.png', 'checker-128x128.png'];
+  const need = ['square-64.png', 'checker-128x128.png', 'glob-in/root.png', 'glob-in/sub/leaf.png'];
   const missing = need.filter((f) => !existsSync(join(assetsDir, f)));
   if (missing.length) {
     console.error(`Missing fixtures under ${assetsDir}: ${missing.join(', ')}`);
@@ -259,12 +443,32 @@ async function run() {
 
   console.log(`\nmedia-img integration tests\n  binary: ${EXE}\n  assets: ${assetsDir}\n`);
 
+  if (templatesOnly) {
+    await suiteDstTemplateRest(assetsDir);
+    await suiteDstTemplateIpcTcp(assetsDir);
+    suiteDstTemplateCli(assetsDir);
+    console.log(`\nDone (templates only). Passed: ${stats.passed}  Failed: ${stats.failed}\n`);
+    process.exit(stats.failed > 0 ? 1 : 0);
+    return;
+  }
+
+  if (globBatchOnly) {
+    suiteGlobBatchCli(assetsDir);
+    console.log(`\nDone (glob batch only). Passed: ${stats.passed}  Failed: ${stats.failed}\n`);
+    process.exit(stats.failed > 0 ? 1 : 0);
+    return;
+  }
+
   const runRest = !ipcOnly;
   const runIpc = !restOnly;
 
-  if (runRest) await suiteRest(assetsDir);
+  if (runRest) {
+    await suiteRest(assetsDir);
+    await suiteDstTemplateRest(assetsDir);
+  }
   if (runIpc) {
     await suiteIpcTcp(assetsDir);
+    await suiteDstTemplateIpcTcp(assetsDir);
     if (!platform.isWin) {
       await suiteIpcUnix(assetsDir);
     } else {
@@ -272,6 +476,10 @@ async function run() {
       console.log('  (skipped on Windows — use TCP IPC or run tests on Linux/macOS)\n');
     }
   }
+  if (!ipcOnly) {
+    suiteDstTemplateCli(assetsDir);
+    suiteGlobBatchCli(assetsDir);
+  }
 
   console.log(`\nDone. Passed: ${stats.passed}  Failed: ${stats.failed}\n`);
   process.exit(stats.failed > 0 ? 1 : 0);
diff --git a/packages/media/cpp/package.json b/packages/media/cpp/package.json
index bc99c63f..883f97f1 100644
--- a/packages/media/cpp/package.json
+++ b/packages/media/cpp/package.json
@@ -16,6 +16,8 @@
     "generate:assets": "node tests/assets/build-fixtures.mjs",
     "setup:vips": "powershell -ExecutionPolicy Bypass -File scripts/fetch-vips-windows.ps1",
     "test:media": "node orchestrator/test-media.mjs",
+    "test:media:templates": "node orchestrator/test-media.mjs --templates-only",
+    "test:media:glob": "node orchestrator/test-media.mjs --glob-batch-only",
     "test:media:rest": "node orchestrator/test-media.mjs --rest-only",
     "test:media:ipc": "node orchestrator/test-media.mjs --ipc-only",
     "run": ".\\dist\\media-img.exe --help",
diff --git a/packages/media/cpp/polymech.md b/packages/media/cpp/polymech.md
deleted file mode 100644
index d79ee001..00000000
--- a/packages/media/cpp/polymech.md
+++ /dev/null
@@ -1,315 +0,0 @@
-# Polymech C++ Gridsearch Worker — Design
-
-## Goal
-
-Port the [gridsearch-worker.ts](../src/products/locations/gridsearch-worker.ts) pipeline to native C++, running as a **CLI subcommand** (`polymech-cli gridsearch`) while keeping all logic in internal libraries under `packages/`. The worker communicates progress via the [IPC framing protocol](./packages/ipc/) and writes results to Supabase via the existing [postgres](./packages/postgres/) package.
-
----
-
-## Status
-
-| Package | Status | Tests | Assertions |
-|---------|--------|-------|------------|
-| `geo` | ✅ Done | 23 | 77 |
-| `gadm_reader` | ✅ Done | 18 | 53 |
-| `grid` | ✅ Done | 13 | 105 |
-| `search` | ✅ Done | 8 | 13 |
-| CLI `gridsearch` | ✅ Done | — | dry-run verified (3ms) |
-| IPC `gridsearch` | ✅ Done | 1 | 30 |
-| **Total** | | **63** | **278** |
-
----
-
-## Existing C++ Inventory
-
-| Package | Provides |
-|---------|----------|
-| `ipc` | Length-prefixed JSON over stdio |
-| `postgres` | Supabase PostgREST: `query`, `insert` |
-| `http` | libcurl `GET`/`POST` |
-| `json` | RapidJSON validate/prettify |
-| `logger` | spdlog (stdout or **stderr** in worker mode) |
-| `html` | HTML parser |
-
----
-
-## TypeScript Pipeline (Reference)
-
-```
-GADM Resolve → Grid Generate → SerpAPI Search → Enrich → Supabase Upsert
-```
-
-| Phase | Input | Output | Heavy work |
-|-------|-------|--------|------------|
-| **1. GADM Resolve** | GID list + target level | `GridFeature[]` (GeoJSON polygons with GHS props) | Read pre-cached JSON files from `cache/gadm/boundary_{GID}_{LEVEL}.json` |
-| **2. Grid Generate** | `GridFeature[]` + settings | `GridSearchHop[]` (waypoints: lat/lng/radius) | Centroid, bbox, distance, area, point-in-polygon, cell sorting |
-| **3. Search** | Waypoints + query + SerpAPI key | Place results (JSON) | HTTP calls to `serpapi.com`, per-waypoint caching |
-| **4. Enrich** | Place results | Enriched data (emails, pages) | HTTP scraping |
-| **5. Persist** | Enriched places | Supabase `places` + `grid_search_runs` | PostgREST upsert |
-
----
-
-## Implemented Packages
-
-### 1. `packages/geo` — Geometry primitives ✅
-
-Header + `.cpp`, no external deps. Implements the **turf.js subset** used by the grid generator.
-
-```cpp
-namespace geo {
-
-struct Coord { double lon, lat; };
-struct BBox  { double minLon, minLat, maxLon, maxLat; };
-
-BBox   bbox(const std::vector<Coord>& ring);
-Coord  centroid(const std::vector<Coord>& ring);
-double area_sq_m(const std::vector<Coord>& ring);
-double distance_km(Coord a, Coord b);
-bool   point_in_polygon(Coord pt, const std::vector<Coord>& ring);
-
-std::vector<BBox> square_grid(BBox extent, double cellSizeKm);
-std::vector<BBox> hex_grid(BBox extent, double cellSizeKm);
-std::vector<Coord> buffer_circle(Coord center, double radiusKm, int steps = 6);
-} // namespace geo
-```
-
-**Rationale**: ~200 lines avoids pulling GEOS/Boost.Geometry. Adopts `pip.h` ray-casting pattern from `packages/gadm/cpp/` without the GDAL/GEOS/PROJ dependency (~700MB).
-
----
-
-### 2. `packages/gadm_reader` — Boundary resolver ✅
-
-Reads pre-cached GADM boundary JSON from disk. No network calls.
-
-```cpp
-namespace gadm {
-
-struct Feature {
-    std::string gid, name;
-    int level;
-    std::vector<std::vector<geo::Coord>> rings;
-    double ghsPopulation, ghsBuiltWeight;
-    geo::Coord ghsPopCenter, ghsBuiltCenter;
-    std::vector<std::array<double, 3>> ghsPopCenters;   // [lon, lat, weight]
-    std::vector<std::array<double, 3>> ghsBuiltCenters;
-    double areaSqKm;
-};
-
-BoundaryResult load_boundary(const std::string& gid, int targetLevel,
-                             const std::string& cacheDir = "cache/gadm");
-} // namespace gadm
-```
-
-Handles `Polygon`/`MultiPolygon`, GHS enrichment fields, fallback resolution by country code prefix.
-
----
-
-### 3. `packages/grid` — Grid generator ✅
-
-Direct port of [grid-generator.ts](../../shared/src/products/places/grid-generator.ts).
-
-```cpp
-namespace grid {
-
-struct Waypoint { int step; double lng, lat, radius_km; };
-struct GridOptions {
-    std::string gridMode;      // "hex", "square", "admin", "centers"
-    double cellSize;           // km
-    double cellOverlap, centroidOverlap;
-    int maxCellsLimit;
-    double maxElevation, minDensity, minGhsPop, minGhsBuilt;
-    std::string ghsFilterMode; // "AND" | "OR"
-    bool allowMissingGhs, bypassFilters;
-    std::string pathOrder;     // "zigzag", "snake", "spiral-out", "spiral-in", "shortest"
-    bool groupByRegion;
-};
-struct GridResult { std::vector<Waypoint> waypoints; int validCells, skippedCells; std::string error; };
-
-GridResult generate(const std::vector<gadm::Feature>& features, const GridOptions& opts);
-} // namespace grid
-```
-
-**4 modes**: `admin` (centroid + radius), `centers` (GHS deduplicated), `hex`, `square` (tessellation + PIP)
-**5 sort algorithms**: `zigzag`, `snake`, `spiral-out`, `spiral-in`, `shortest` (greedy NN)
-
----
-
-### 4. `packages/search` — SerpAPI client + config ✅
-
-```cpp
-namespace search {
-
-struct Config {
-    std::string serpapi_key, geocoder_key, bigdata_key;
-    std::string postgres_url, supabase_url, supabase_service_key;
-};
-
-Config load_config(const std::string& path = "config/postgres.toml");
-
-struct SearchOptions {
-    std::string query;
-    double lat, lng;
-    int zoom = 13, limit = 20;
-    std::string engine = "google_maps", hl = "en", google_domain = "google.com";
-};
-
-struct MapResult {
-    std::string title, place_id, data_id, address, phone, website, type;
-    std::vector<std::string> types;
-    double rating; int reviews;
-    GpsCoordinates gps;
-};
-
-SearchResult search_google_maps(const Config& cfg, const SearchOptions& opts);
-} // namespace search
-```
-
-Reads `[services].SERPAPI_KEY`, `GEO_CODER_KEY`, `BIG_DATA_KEY` from `config/postgres.toml`. HTTP pagination via `http::get()`, JSON parsing with RapidJSON.
-
----
-
-## CLI Subcommands ✅
-
-### 1. `gridsearch` (One-shot execution)
-
-```
-polymech-cli gridsearch <GID> <QUERY> [OPTIONS]
-
-Positionals:
-  GID                   GADM GID (e.g. ESP.1.1_1) — ignored when --settings is used
-  QUERY                 Search query — ignored when --settings is used
-
-Options:
-  -l, --level INT       Target GADM level (default: 0)
-  -m, --mode TEXT       Grid mode: hex|square|admin|centers (default: hex)
-  -s, --cell-size FLOAT Cell size in km (default: 5.0)
-  --limit INT           Max results per area (default: 20)
-  -z, --zoom INT        Google Maps zoom (default: 13)
-  --sort TEXT           Path order: snake|zigzag|spiral-out|spiral-in|shortest
-  -c, --config TEXT     TOML config path (default: config/postgres.toml)
-  --cache-dir TEXT      GADM cache directory (default: cache/gadm)
-  --settings TEXT       JSON settings file (matches TypeScript GuidedPreset shape)
-  --enrich              Run enrichment pipeline (meta + email) after search
-  --persistence-postgres Persist run data natively via Postgres
-  -o, --output TEXT     Output JSON file (default: gridsearch-HH-MM.json in cwd)
-  --dry-run             Generate grid only, skip SerpAPI search
-```
-
-### 2. `worker` (IPC Daemon execution)
-
-```
-polymech-cli worker [OPTIONS]
-
-Options:
-  --daemon              Run persistent daemon pool (tier-based)
-  -c, --config TEXT     TOML config path (default: config/postgres.toml)
-  --user-uid TEXT       User ID to bind this daemon to (needed for place owner)
-  --uds TEXT            Run over Unix Domain Socket / Named Pipe (TCP on Windows) at the given path
-```
-
-### Execution flow
-
-```
-1. load_config(configPath)               → Config (TOML)
-2. gadm::load_boundary(gid, level)       → features[]
-3. grid::generate(features, opts)        → waypoints[]
-4. --dry-run → output JSON array and exit
-5. For each waypoint → search::search_google_maps(cfg, sopts)
-6. Stream JSON summary to stdout
-```
-
-### Example
-
-```bash
-polymech-cli gridsearch ABW "recycling" --dry-run
-# → [{"step":1,"lat":12.588582,"lng":-70.040465,"radius_km":3.540}, ...]
-# [info] Dry-run complete in 3ms
-```
-
-### IPC worker mode
-
-The `worker` subcommand natively routes multiplexed asynchronous `gridsearch` payloads. When launched via `--uds <path>`, it provisions a high-performance Asio streaming server (AF_UNIX sockets on POSIX, TCP sockets on Windows). Event frames (`grid-ready`, `waypoint-start`, `location`, `node`, etc) emit bi-directionally utilizing the IPC bridging protocol, dropping locking blockades completely.
-
----
-
-## Exposed Configuration / Tuning Parameters
-
-As we integrate deeper with the core business logic, the Node orchestrator and internal services should configure and enforce limits on the underlying C++ concurrent engine. Relevant configuration surfaces we need to expose for the primary ecosystem libraries include:
-
-### 1. Taskflow (`https://github.com/taskflow/taskflow`)
-- **`executor_threads` (`num_workers`)**: The size of the `tf::Executor` thread pool. As Gridsearch is heavily I/O network bound (HTTP calls for search/enrichment), setting this significantly higher than `std::thread::hardware_concurrency()` may aggressively improve HTTP ingestion throughput globally.
-- **`max_concurrent_jobs_per_user`**: A structural limit dictating how many concurrent gridsearch invocation graphs a single tenant/user can enqueue and run actively to prevent monopolization. 
-- **`http_concurrency_throttle`**: Task limits enforced upon node scraping or SerpAPI requests per-pipeline graph to avoid widespread `429 Too Many Requests` bans.
-
-### 2. Moodycamel ConcurrentQueue (`https://github.com/cameron314/concurrentqueue`)
-- **`queue_depth_max` / `backpressure`**: Since Moodycamel queue memory allocates dynamically and lock-free to any capacity, we must mandate a hard software ceiling/backpressure limit over the Node-to-C++ IPC layer. If Node blindly streams jobs faster than Taskflow can execute them, the daemon will eventually OOM.
-- **`bulk_dequeue_size`**: Exposing tuning parameters for the dispatch thread on how many concurrent IPC tasks should be sucked out of the queue simultaneously.
-
-### 3. Boost.Asio (`https://github.com/chriskohlhoff/asio`)
-- **`ipc_timeout_ms` (Read/Write)**: Mandatory timeouts for the IPC socket layer. If the orchestrator stalls, crashes, or goes silent, Asio must reap the connection and automatically GC the in-flight tasks to prevent Zombie worker processes.
-- **`max_ipc_connections`**: Absolute limit on simultaneous orchestration pipelines dialing into a single Worker Pod.
-- **`buffer_size_max`**: Soft constraints on async payload allocations so a malformed 200MB JSON frame from Node.js doesn't memory-spike the `asio::read` operations abruptly.
-
----
-
-## Build Integration
-
-### Dependency graph
-
-```
-                  ┌──────────┐
-                  │ polymech │ (the lib)
-                  │  -cli    │ (the binary)
-                  └────┬─────┘
-          ┌────────────┼────────────────┐
-          ▼            ▼                ▼
-    ┌──────────┐ ┌──────────┐    ┌──────────┐
-    │  search  │ │   grid   │    │   ipc    │
-    └────┬─────┘ └────┬─────┘    └──────────┘
-         │            │
-         ▼            ▼
-    ┌──────────┐ ┌───────────────┐
-    │   http   │ │  gadm_reader  │
-    └──────────┘ └────┬──────────┘
-                      ▼
-                 ┌──────────┐
-                 │   geo    │ ← no deps (math only)
-                 └──────────┘
-                 ┌──────────┐
-                 │   json   │ ← RapidJSON
-                 └──────────┘
-```
-
-All packages depend on `logger` and `json` implicitly.
-
----
-
-## Testing
-
-### Unit tests (Catch2)
-
-Catch2 targets live in `tests/CMakeLists.txt` (e.g. `test_logger`, `test_html`, `test_postgres`, `test_json`, `test_http`, `test_polymech`, `test_cmd_kbot`, `test_ipc`, `test_functional`, e2e targets). The old geo / gadm_reader / grid / search / enrichers / `test_postgres_live` suites were removed with those package implementations.
-
-### Integration test (Node.js)
-
-- Existing `orchestrator/test-ipc.mjs` validates spawn/lifecycle/ping/job
-- `orchestrator/test-gridsearch-ipc.mjs` validates full pipeline via IPC (8 event types + job result)
-- `orchestrator/test-gridsearch-ipc-uds.mjs` validates high-throughput Unix Domain Sockets mapping, backpressure boundaries, and soft cancellation injections utilizing `action: cancel` frames mid-flight.
-
----
-
-## IPC Cancellation & Dynamic Job Tuning
-
-The high-performance UDS daemon now natively tracks and intercepts JSON `action: cancel` frames referencing specific `jobId`s to gracefully exit Taskflow jobs mid-flight. 
-Dynamic tuning limits, such as memory buffering boundaries or threading capacities, are inherently validated and bound by hard ceilings established inside the `[system]` constraint block of `config/postgres.toml`.
-
----
-
-## Deferred (Phase 2)
-
-| Item | Reason |
-|------|--------|
-| SerpAPI response caching | State store managed by orchestrator for now |
-| Protobuf framing | JSON IPC sufficient for current throughput |
-| Multi-threaded search | Sequential is fine for SerpAPI rate limits |
-| GEOS integration | Custom geo is sufficient for grid math |
diff --git a/packages/media/cpp/src/core/cache.cpp b/packages/media/cpp/src/core/cache.cpp
new file mode 100644
index 00000000..ee2c29dd
--- /dev/null
+++ b/packages/media/cpp/src/core/cache.cpp
@@ -0,0 +1,151 @@
+#include "cache.hpp"
+
+#include <picosha2.h>
+
+#include <sstream>
+#include <string>
+
+namespace fs = std::filesystem;
+
+namespace media {
+
+namespace {
+
+std::string sha256_hex(const std::string &s) {
+    std::string hex;
+    picosha2::hash256_hex_string(s.begin(), s.end(), hex);
+    return hex;
+}
+
+std::string serialize_options_for_cache_key(const ResizeOptions &opt) {
+    std::ostringstream o;
+    o << opt.max_width << '\n'
+      << opt.max_height << '\n'
+      << opt.format << '\n'
+      << opt.fit << '\n'
+      << opt.position << '\n'
+      << opt.kernel << '\n'
+      << opt.quality << '\n'
+      << opt.png_compression << '\n'
+      << (opt.without_enlargement ? 1 : 0) << '\n'
+      << (opt.autorotate ? 1 : 0) << '\n'
+      << (opt.strip_metadata ? 1 : 0) << '\n'
+      << opt.rotate << '\n'
+      << (opt.flip ? 1 : 0) << '\n'
+      << (opt.flop ? 1 : 0) << '\n'
+      << opt.background << '\n';
+    return o.str();
+}
+
+std::string make_cache_key_string(const fs::path &input_canon, std::uintmax_t size,
+                                  std::uint64_t mtime_count, const ResizeOptions &opt) {
+    std::string blob = input_canon.generic_string();
+    blob.push_back('\n');
+    blob += std::to_string(size);
+    blob.push_back('\n');
+    blob += std::to_string(mtime_count);
+    blob.push_back('\n');
+    blob += serialize_options_for_cache_key(opt);
+    return blob;
+}
+
+fs::path cache_file_path(const fs::path &cache_root, const std::string &key_hex) {
+    if (key_hex.size() < 4)
+        return cache_root / key_hex;
+    return cache_root / key_hex.substr(0, 2) / key_hex;
+}
+
+bool copy_file_overwrite(const fs::path &from, const fs::path &to, std::string &err_out) {
+    std::error_code ec;
+    fs::create_directories(to.parent_path(), ec);
+    fs::copy_file(from, to, fs::copy_options::overwrite_existing, ec);
+    if (ec) {
+        err_out = ec.message();
+        return false;
+    }
+    return true;
+}
+
+} // namespace
+
+fs::path default_cache_dir() {
+    return fs::absolute(fs::path("cache") / "images").lexically_normal();
+}
+
+fs::path effective_cache_dir(const ResizeOptions &opt) {
+    if (opt.cache_dir.empty())
+        return default_cache_dir();
+    return fs::absolute(fs::path(opt.cache_dir)).lexically_normal();
+}
+
+bool try_copy_from_cache(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt,
+                         std::string &err_out) {
+    err_out.clear();
+    if (!opt.cache_enabled)
+        return false;
+
+    std::error_code ec;
+    fs::path in = fs::absolute(fs::path(input_path), ec);
+    if (ec || !fs::is_regular_file(in, ec)) {
+        return false;
+    }
+    fs::path canon = fs::weakly_canonical(in, ec);
+    if (ec)
+        canon = in;
+
+    const std::uintmax_t sz = fs::file_size(canon, ec);
+    if (ec)
+        return false;
+
+    const auto ft = fs::last_write_time(canon, ec);
+    if (ec)
+        return false;
+    const std::uint64_t mtime_count = static_cast<std::uint64_t>(ft.time_since_epoch().count());
+
+    const std::string key_hex = sha256_hex(make_cache_key_string(canon, sz, mtime_count, opt));
+    const fs::path root = effective_cache_dir(opt);
+    const fs::path cached = cache_file_path(root, key_hex);
+
+    if (!fs::is_regular_file(cached, ec) || ec)
+        return false;
+
+    return copy_file_overwrite(cached, fs::path(output_path), err_out);
+}
+
+void store_in_cache(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt) {
+    if (!opt.cache_enabled)
+        return;
+
+    std::error_code ec;
+    fs::path in = fs::absolute(fs::path(input_path), ec);
+    if (ec || !fs::is_regular_file(in, ec))
+        return;
+    fs::path canon = fs::weakly_canonical(in, ec);
+    if (ec)
+        canon = in;
+
+    const std::uintmax_t sz = fs::file_size(canon, ec);
+    if (ec)
+        return;
+
+    const auto ft = fs::last_write_time(canon, ec);
+    if (ec)
+        return;
+    const std::uint64_t mtime_count = static_cast<std::uint64_t>(ft.time_since_epoch().count());
+
+    const std::string key_hex = sha256_hex(make_cache_key_string(canon, sz, mtime_count, opt));
+    const fs::path root = effective_cache_dir(opt);
+    const fs::path dest = cache_file_path(root, key_hex);
+    const fs::path tmp = dest.string() + ".tmp";
+
+    fs::create_directories(dest.parent_path(), ec);
+    fs::copy_file(fs::path(output_path), tmp, fs::copy_options::overwrite_existing, ec);
+    if (ec)
+        return;
+    fs::rename(tmp, dest, ec);
+    if (ec) {
+        fs::remove(tmp, ec);
+    }
+}
+
+} // namespace media
diff --git a/packages/media/cpp/src/core/cache.hpp b/packages/media/cpp/src/core/cache.hpp
new file mode 100644
index 00000000..dad19435
--- /dev/null
+++ b/packages/media/cpp/src/core/cache.hpp
@@ -0,0 +1,27 @@
+#pragma once
+
+#include "resize.hpp"
+
+#include <filesystem>
+#include <string>
+
+namespace media {
+
+/** `<cwd>/cache/images` (absolute at call time). */
+std::filesystem::path default_cache_dir();
+
+/** Resolved cache root: `opt.cache_dir` if set, else `default_cache_dir()`. */
+std::filesystem::path effective_cache_dir(const ResizeOptions &opt);
+
+/**
+ * If caching is enabled and a cache entry exists, copy it to `output_path`.
+ * @return true on cache hit (copy succeeded), false on miss (continue processing).
+ * On hard error, sets `err_out` and returns false.
+ */
+bool try_copy_from_cache(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt,
+                         std::string &err_out);
+
+/** After a successful resize, copy `output_path` into the cache (best-effort; ignores failures). */
+void store_in_cache(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt);
+
+} // namespace media
diff --git a/packages/media/cpp/src/core/glob_paths.cpp b/packages/media/cpp/src/core/glob_paths.cpp
new file mode 100644
index 00000000..0446f55f
--- /dev/null
+++ b/packages/media/cpp/src/core/glob_paths.cpp
@@ -0,0 +1,169 @@
+#include "glob_paths.hpp"
+
+#include <glob/glob.h>
+
+#include <algorithm>
+#include <unordered_set>
+
+namespace fs = std::filesystem;
+
+namespace media {
+
+namespace {
+
+bool trailing_sep(const std::string &s) {
+    return !s.empty() && (s.back() == '/' || s.back() == '\\');
+}
+
+void replace_all(std::string &s, const std::string &from, const std::string &to) {
+    if (from.empty())
+        return;
+    size_t pos = 0;
+    while ((pos = s.find(from, pos)) != std::string::npos) {
+        s.replace(pos, from.length(), to);
+        pos += to.length();
+    }
+}
+
+/** Apply `${SRC_*}` and `&{SRC_*}` using absolute input path. */
+fs::path resolve_dst_template(const fs::path &input_abs, const std::string &tmpl) {
+    const fs::path parent = input_abs.parent_path();
+    const std::string dir = parent.generic_string();
+    const std::string stem = input_abs.stem().string();
+    const std::string ext = input_abs.extension().string();
+
+    std::string s = tmpl;
+    // Longer keys first (SRC_FILE_EXT before SRC_NAME) — not strictly required, but stable
+    replace_all(s, "${SRC_FILE_EXT}", ext);
+    replace_all(s, "&{SRC_FILE_EXT}", ext);
+    replace_all(s, "${SRC_NAME}", stem);
+    replace_all(s, "&{SRC_NAME}", stem);
+    replace_all(s, "${SRC_DIR}", dir);
+    replace_all(s, "&{SRC_DIR}", dir);
+
+    fs::path out(s);
+    if (!out.is_absolute())
+        out = fs::absolute(out);
+    return out.lexically_normal();
+}
+
+} // namespace
+
+bool has_dst_template(const std::string &output_spec) {
+    return output_spec.find("${SRC_") != std::string::npos || output_spec.find("&{SRC_") != std::string::npos;
+}
+
+bool has_glob_tokens(const std::string &path) {
+    return path.find('*') != std::string::npos || path.find('?') != std::string::npos;
+}
+
+std::vector<fs::path> expand_input_paths(const std::string &input_spec, std::string &err_out) {
+    err_out.clear();
+    if (input_spec.empty()) {
+        err_out = "input is empty";
+        return {};
+    }
+
+    if (!has_glob_tokens(input_spec) && input_spec.find("**") == std::string::npos) {
+        fs::path p = fs::absolute(fs::path(input_spec));
+        std::error_code ec;
+        if (fs::is_regular_file(p, ec))
+            return {fs::weakly_canonical(p, ec)};
+        err_out = "input file not found: " + p.generic_string();
+        return {};
+    }
+
+    fs::path pat_path(input_spec);
+    fs::path resolved = pat_path.is_absolute() ? pat_path : fs::absolute(pat_path);
+    resolved = resolved.lexically_normal();
+    const std::string pat = resolved.string();
+
+    std::vector<fs::path> matched;
+    try {
+        if (input_spec.find("**") != std::string::npos) {
+            matched = glob::rglob(pat);
+        } else {
+            matched = glob::glob(pat);
+        }
+    } catch (const std::exception &e) {
+        err_out = std::string("glob failed: ") + e.what();
+        return {};
+    }
+
+    std::vector<fs::path> out;
+    std::unordered_set<std::string> seen;
+    for (auto &p : matched) {
+        std::error_code ec;
+        if (!fs::is_regular_file(p, ec) || ec)
+            continue;
+        fs::path canon = fs::weakly_canonical(p, ec);
+        if (ec)
+            canon = p;
+        const std::string key = canon.generic_string();
+        if (seen.insert(key).second)
+            out.push_back(std::move(canon));
+    }
+    std::sort(out.begin(), out.end());
+    if (out.empty())
+        err_out = "glob matched no files: " + input_spec;
+    return out;
+}
+
+std::vector<std::pair<fs::path, fs::path>> pair_resize_paths(const std::string &input_spec,
+                                                             const std::string &output_spec,
+                                                             std::string &err_out) {
+    err_out.clear();
+    if (output_spec.empty()) {
+        err_out = "output is empty";
+        return {};
+    }
+
+    std::vector<fs::path> inputs = expand_input_paths(input_spec, err_out);
+    if (inputs.empty())
+        return {};
+
+    if (has_dst_template(output_spec)) {
+        std::vector<std::pair<fs::path, fs::path>> pairs;
+        pairs.reserve(inputs.size());
+        for (const auto &in : inputs)
+            pairs.emplace_back(in, resolve_dst_template(in, output_spec));
+        return pairs;
+    }
+
+    fs::path out_root(output_spec);
+    std::error_code ec;
+
+    if (inputs.size() == 1) {
+        const fs::path &in = inputs[0];
+        bool out_is_dir = trailing_sep(output_spec);
+        if (!out_is_dir && fs::exists(out_root, ec) && fs::is_directory(out_root, ec))
+            out_is_dir = true;
+        if (out_is_dir) {
+            fs::path dir = fs::absolute(out_root);
+            return {{in, dir / in.filename()}};
+        }
+        return {{in, fs::absolute(out_root)}};
+    }
+
+    const bool force_dir = trailing_sep(output_spec);
+    if (fs::exists(out_root, ec) && fs::is_regular_file(out_root, ec)) {
+        err_out = "multiple inputs require output to be a directory, not a file: " + output_spec;
+        return {};
+    }
+    if (!force_dir) {
+        if (!fs::exists(out_root, ec) || !fs::is_directory(out_root, ec)) {
+            err_out = "multiple inputs: output must be an existing directory, or end with / or \\ (new dir): " +
+                       output_spec;
+            return {};
+        }
+    }
+
+    fs::path dir = fs::absolute(out_root);
+    std::vector<std::pair<fs::path, fs::path>> pairs;
+    pairs.reserve(inputs.size());
+    for (const auto &in : inputs)
+        pairs.emplace_back(in, dir / in.filename());
+    return pairs;
+}
+
+} // namespace media
diff --git a/packages/media/cpp/src/core/glob_paths.hpp b/packages/media/cpp/src/core/glob_paths.hpp
new file mode 100644
index 00000000..135a786e
--- /dev/null
+++ b/packages/media/cpp/src/core/glob_paths.hpp
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <filesystem>
+#include <string>
+#include <utility>
+#include <vector>
+
+namespace media {
+
+/** True if path likely needs filesystem glob expansion (*, ?, **). */
+bool has_glob_tokens(const std::string &path);
+
+/**
+ * True if `output` uses dst templates (`${SRC_DIR}`, `${SRC_NAME}`, `${SRC_FILE_EXT}` or `&{…}`).
+ * @see docs/Examples.md — SRC_NAME is the stem (no extension); SRC_FILE_EXT includes the leading dot.
+ */
+bool has_dst_template(const std::string &output_spec);
+
+/**
+ * Resolve input spec to regular files: literal path, or glob / recursive glob (same rules as kbot
+ * `source_files`: `**` uses rglob, else glob).
+ */
+std::vector<std::filesystem::path> expand_input_paths(const std::string &input_spec, std::string &err_out);
+
+/**
+ * Map input glob (or single file) to output paths: optional per-file dst templates, one output file,
+ * or one file per input under a directory (trailing separator or existing directory).
+ */
+std::vector<std::pair<std::filesystem::path, std::filesystem::path>>
+pair_resize_paths(const std::string &input_spec, const std::string &output_spec, std::string &err_out);
+
+} // namespace media
diff --git a/packages/media/cpp/src/core/resize.cpp b/packages/media/cpp/src/core/resize.cpp
index 2681b9e6..29805897 100644
--- a/packages/media/cpp/src/core/resize.cpp
+++ b/packages/media/cpp/src/core/resize.cpp
@@ -1,8 +1,12 @@
 #include "resize.hpp"
 
+#include "cache.hpp"
+#include "glob_paths.hpp"
+
 #include <vips/vips.h>
 
 #include <algorithm>
+#include <filesystem>
 #include <mutex>
 #include <string>
 
@@ -156,6 +160,38 @@ bool apply_user_rotate(VipsImage *in, VipsImage **out, int deg, std::string &err
 
 } // namespace
 
+bool resize_batch(const std::string &input_spec, const std::string &output_spec, const ResizeOptions &opt,
+                  std::string &err_out, ResizeBatchResult *out_stats) {
+    if (out_stats) {
+        out_stats->count = 0;
+        out_stats->outputs.clear();
+    }
+    std::string pair_err;
+    auto jobs = pair_resize_paths(input_spec, output_spec, pair_err);
+    if (!pair_err.empty()) {
+        err_out = pair_err;
+        return false;
+    }
+    if (jobs.empty()) {
+        err_out = "no resize jobs";
+        return false;
+    }
+    for (const auto &job : jobs) {
+        std::error_code ec;
+        std::filesystem::create_directories(job.second.parent_path(), ec);
+        std::string one_err;
+        if (!resize_file(job.first.string(), job.second.string(), opt, one_err)) {
+            err_out = job.first.string() + ": " + one_err;
+            return false;
+        }
+        if (out_stats) {
+            ++out_stats->count;
+            out_stats->outputs.push_back(job.second.string());
+        }
+    }
+    return true;
+}
+
 void apply_resize_options_from_json(const nlohmann::json &j, ResizeOptions &opt) {
     auto num = [&](const char *key, int &dest) {
         if (!j.contains(key) || j[key].is_null())
@@ -192,16 +228,20 @@ void apply_resize_options_from_json(const nlohmann::json &j, ResizeOptions &opt)
     num_or_bool("flip", opt.flip);
     num_or_bool("flop", opt.flop);
     str("background", opt.background);
+    num_or_bool("cache", opt.cache_enabled);
+    str("cache_dir", opt.cache_dir);
 }
 
-bool resize_file(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt_in,
-                 std::string &err_out) {
-    ensure_vips();
-    ResizeOptions opt = opt_in;
-    to_lower(opt.fit);
-    to_lower(opt.kernel);
-    to_lower(opt.position);
+void apply_cache_defaults_from_json(const nlohmann::json &j, ResizeOptions &opt,
+                                    const CacheServerDefaults &defaults) {
+    if (!j.contains("cache") || j["cache"].is_null())
+        opt.cache_enabled = defaults.enabled;
+    if (!j.contains("cache_dir") || !j["cache_dir"].is_string() || j["cache_dir"].get<std::string>().empty())
+        opt.cache_dir = defaults.cache_dir;
+}
 
+static bool resize_file_vips(const std::string &input_path, const std::string &output_path, ResizeOptions opt,
+                             std::string &err_out) {
     VipsImage *base = vips_image_new_from_file(input_path.c_str(), "access", VIPS_ACCESS_SEQUENTIAL, NULL);
     if (!base) {
         err_out = vips_err();
@@ -401,4 +441,28 @@ bool resize_file(const std::string &input_path, const std::string &output_path,
     return true;
 }
 
+bool resize_file(const std::string &input_path, const std::string &output_path, const ResizeOptions &opt_in,
+                 std::string &err_out) {
+    ResizeOptions opt = opt_in;
+    to_lower(opt.fit);
+    to_lower(opt.kernel);
+    to_lower(opt.position);
+
+    if (opt.cache_enabled) {
+        std::string ce;
+        if (try_copy_from_cache(input_path, output_path, opt, ce))
+            return true;
+        if (!ce.empty()) {
+            err_out = ce;
+            return false;
+        }
+    }
+
+    ensure_vips();
+    const bool ok = resize_file_vips(input_path, output_path, opt, err_out);
+    if (ok && opt.cache_enabled)
+        store_in_cache(input_path, output_path, opt);
+    return ok;
+}
+
 } // namespace media
diff --git a/packages/media/cpp/src/core/resize.hpp b/packages/media/cpp/src/core/resize.hpp
index d0352bf2..00745beb 100644
--- a/packages/media/cpp/src/core/resize.hpp
+++ b/packages/media/cpp/src/core/resize.hpp
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <string>
+#include <vector>
 
 #include <nlohmann/json.hpp>
 
@@ -48,12 +49,39 @@ struct ResizeOptions {
 
     /** Letterbox / embed: `#rrggbb` or `#rgb` */
     std::string background = "#ffffff";
+
+    /** When true (default), reuse prior outputs under `cache_dir` keyed by input + mtime + options. */
+    bool cache_enabled = true;
+    /** Empty: `<cwd>/cache/images`; otherwise absolute or relative path resolved at use time. */
+    std::string cache_dir;
+};
+
+/** Defaults for `serve` / `ipc` when JSON omits `cache` / `cache_dir`. */
+struct CacheServerDefaults {
+    bool enabled = true;
+    std::string cache_dir;
 };
 
 bool resize_file(const std::string& input_path, const std::string& output_path, const ResizeOptions& opt,
                  std::string& err_out);
 
+/** Result of `resize_batch` when `out_stats` is set (REST / IPC). */
+struct ResizeBatchResult {
+    int count = 0;
+    std::vector<std::string> outputs;
+};
+
+/**
+ * One or more inputs (glob `*` `?` `**` or a single file) paired to output file(s) or a directory.
+ * Stops on first failure; `err_out` names the failing input when possible.
+ */
+bool resize_batch(const std::string& input_spec, const std::string& output_spec, const ResizeOptions& opt,
+                  std::string& err_out, ResizeBatchResult* out_stats = nullptr);
+
 /** Merge JSON keys into `opt` (REST / IPC). Unknown keys ignored. */
 void apply_resize_options_from_json(const nlohmann::json& j, ResizeOptions& opt);
 
+/** Apply JSON `cache` / `cache_dir`, then fill from `defaults` when those keys are absent. */
+void apply_cache_defaults_from_json(const nlohmann::json& j, ResizeOptions& opt, const CacheServerDefaults& defaults);
+
 } // namespace media
diff --git a/packages/media/cpp/src/http/serve.cpp b/packages/media/cpp/src/http/serve.cpp
index a29ec683..87240765 100644
--- a/packages/media/cpp/src/http/serve.cpp
+++ b/packages/media/cpp/src/http/serve.cpp
@@ -5,18 +5,19 @@
 
 #include <iostream>
 
+#include "core/glob_paths.hpp"
 #include "core/resize.hpp"
 
 namespace media::http {
 
-int run_server(const std::string& host, int port) {
+int run_server(const std::string &host, int port, const CacheServerDefaults &cache_defaults) {
     httplib::Server svr;
 
-    svr.Get("/health", [](const httplib::Request&, httplib::Response& res) {
+    svr.Get("/health", [](const httplib::Request &, httplib::Response &res) {
         res.set_content(R"({"ok":true,"service":"media-img"})", "application/json");
     });
 
-    svr.Post("/v1/resize", [](const httplib::Request& req, httplib::Response& res) {
+    svr.Post("/v1/resize", [cache_defaults](const httplib::Request &req, httplib::Response &res) {
         nlohmann::json body;
         try {
             body = nlohmann::json::parse(req.body.empty() ? "{}" : req.body);
@@ -36,15 +37,39 @@ int run_server(const std::string& host, int port) {
         const std::string out = body["output"].get<std::string>();
         media::ResizeOptions opt;
         media::apply_resize_options_from_json(body, opt);
+        media::apply_cache_defaults_from_json(body, opt, cache_defaults);
+
+        bool expand_glob = true;
+        if (body.contains("expand_glob") && body["expand_glob"].is_boolean())
+            expand_glob = body["expand_glob"].get<bool>();
+
+        const bool use_batch = expand_glob || media::has_dst_template(out);
 
         std::string err;
-        if (!media::resize_file(in, out, opt, err)) {
+        if (!use_batch) {
+            if (!media::resize_file(in, out, opt, err)) {
+                res.status = 500;
+                nlohmann::json j{{"error", err}};
+                res.set_content(j.dump(), "application/json");
+                return;
+            }
+            res.set_content(R"({"ok":true})", "application/json");
+            return;
+        }
+
+        media::ResizeBatchResult stats;
+        if (!media::resize_batch(in, out, opt, err, &stats)) {
             res.status = 500;
             nlohmann::json j{{"error", err}};
             res.set_content(j.dump(), "application/json");
             return;
         }
-        res.set_content(R"({"ok":true})", "application/json");
+        if (stats.count > 1) {
+            nlohmann::json ok{{"ok", true}, {"count", stats.count}, {"outputs", stats.outputs}};
+            res.set_content(ok.dump(), "application/json");
+        } else {
+            res.set_content(R"({"ok":true})", "application/json");
+        }
     });
 
     std::cerr << "media-img HTTP listening on http://" << host << ":" << port << "\n";
diff --git a/packages/media/cpp/src/http/serve.hpp b/packages/media/cpp/src/http/serve.hpp
index fa67355b..79e6d633 100644
--- a/packages/media/cpp/src/http/serve.hpp
+++ b/packages/media/cpp/src/http/serve.hpp
@@ -1,10 +1,12 @@
 #pragma once
 
+#include "core/resize.hpp"
+
 #include <string>
 
 namespace media::http {
 
 /** Blocking HTTP server (cpp-httplib). Returns 0 on clean shutdown. */
-int run_server(const std::string& host, int port);
+int run_server(const std::string &host, int port, const CacheServerDefaults &cache_defaults);
 
 } // namespace media::http
diff --git a/packages/media/cpp/src/ipc/ipc_serve.cpp b/packages/media/cpp/src/ipc/ipc_serve.cpp
index 220ef953..2dfc5ceb 100644
--- a/packages/media/cpp/src/ipc/ipc_serve.cpp
+++ b/packages/media/cpp/src/ipc/ipc_serve.cpp
@@ -9,11 +9,45 @@
 #include <iostream>
 #include <nlohmann/json.hpp>
 
+#include "core/glob_paths.hpp"
 #include "core/resize.hpp"
 
 namespace media::ipc {
 
-static int handle_session(asio::ip::tcp::socket sock) {
+namespace {
+
+nlohmann::json make_resize_response(const nlohmann::json &j, const CacheServerDefaults &cache_defaults) {
+    if (!j.contains("input") || !j.contains("output"))
+        return nlohmann::json{{"ok", false}, {"error", "need input and output"}};
+
+    const std::string in = j["input"].get<std::string>();
+    const std::string out = j["output"].get<std::string>();
+    media::ResizeOptions opt;
+    media::apply_resize_options_from_json(j, opt);
+    media::apply_cache_defaults_from_json(j, opt, cache_defaults);
+
+    bool expand_glob = true;
+    if (j.contains("expand_glob") && j["expand_glob"].is_boolean())
+        expand_glob = j["expand_glob"].get<bool>();
+
+    const bool use_batch = expand_glob || media::has_dst_template(out);
+
+    std::string err;
+    if (!use_batch) {
+        if (!media::resize_file(in, out, opt, err))
+            return nlohmann::json{{"ok", false}, {"error", err}};
+        return nlohmann::json{{"ok", true}};
+    }
+
+    media::ResizeBatchResult stats;
+    if (!media::resize_batch(in, out, opt, err, &stats))
+        return nlohmann::json{{"ok", false}, {"error", err}};
+    if (stats.count > 1)
+        return nlohmann::json{{"ok", true}, {"count", stats.count}, {"outputs", stats.outputs}};
+    return nlohmann::json{{"ok", true}};
+}
+
+static int handle_session(asio::ip::tcp::socket sock, const CacheServerDefaults &cache_defaults) {
     try {
         asio::streambuf buf;
         asio::read_until(sock, buf, '\n');
@@ -26,19 +60,10 @@ static int handle_session(asio::ip::tcp::socket sock) {
             asio::write(sock, asio::buffer(err + "\n"));
             return 0;
         }
-        if (!j.contains("input") || !j.contains("output")) {
-            std::string err = R"({"ok":false,"error":"need input and output"})";
-            asio::write(sock, asio::buffer(err + "\n"));
-            return 0;
-        }
-        media::ResizeOptions opt;
-        media::apply_resize_options_from_json(j, opt);
-        std::string err;
-        bool ok = media::resize_file(j["input"].get<std::string>(), j["output"].get<std::string>(), opt, err);
-        nlohmann::json out = ok ? nlohmann::json{{"ok", true}} : nlohmann::json{{"ok", false}, {"error", err}};
+        nlohmann::json out = make_resize_response(j, cache_defaults);
         std::string payload = out.dump() + "\n";
         asio::write(sock, asio::buffer(payload));
-    } catch (const std::exception& e) {
+    } catch (const std::exception &e) {
         try {
             std::string err = std::string(R"({"ok":false,"error":")") + e.what() + "\"}\n";
             asio::write(sock, asio::buffer(err));
@@ -48,14 +73,17 @@ static int handle_session(asio::ip::tcp::socket sock) {
     return 0;
 }
 
-int run_tcp_server(const std::string& host, int port) {
+} // namespace
+
+int run_tcp_server(const std::string &host, int port, const CacheServerDefaults &cache_defaults) {
     asio::io_context io;
-    asio::ip::tcp::acceptor acc(io, asio::ip::tcp::endpoint(asio::ip::make_address(host), static_cast<unsigned short>(port)));
+    asio::ip::tcp::acceptor acc(io,
+                                asio::ip::tcp::endpoint(asio::ip::make_address(host), static_cast<unsigned short>(port)));
     std::cerr << "media-img IPC (TCP) " << host << ":" << port << "\n";
     for (;;) {
         asio::ip::tcp::socket sock(io);
         acc.accept(sock);
-        handle_session(std::move(sock));
+        handle_session(std::move(sock), cache_defaults);
     }
 }
 
@@ -63,7 +91,7 @@ int run_tcp_server(const std::string& host, int port) {
 #include <asio/local/stream_protocol.hpp>
 #include <unistd.h>
 
-int run_unix_server(const std::string& path) {
+int run_unix_server(const std::string &path, const CacheServerDefaults &cache_defaults) {
     ::unlink(path.c_str());
     asio::io_context io;
     asio::local::stream_protocol::acceptor acc(io, asio::local::stream_protocol::endpoint(path));
@@ -71,23 +99,26 @@ int run_unix_server(const std::string& path) {
     for (;;) {
         asio::local::stream_protocol::socket sock(io);
         acc.accept(sock);
-        // reuse same JSON line protocol over stream socket
-        asio::streambuf buf;
-        asio::read_until(sock, buf, '\n');
-        std::istream is(&buf);
-        std::string line;
-        std::getline(is, line);
-        nlohmann::json j = nlohmann::json::parse(line, nullptr, false);
-        if (!j.is_object()) {
-            asio::write(sock, asio::buffer(std::string(R"({"ok":false})") + "\n"));
-            continue;
+        try {
+            asio::streambuf buf;
+            asio::read_until(sock, buf, '\n');
+            std::istream is(&buf);
+            std::string line;
+            std::getline(is, line);
+            nlohmann::json j = nlohmann::json::parse(line, nullptr, false);
+            if (!j.is_object()) {
+                asio::write(sock, asio::buffer(std::string(R"({"ok":false})") + "\n"));
+                continue;
+            }
+            nlohmann::json out = make_resize_response(j, cache_defaults);
+            asio::write(sock, asio::buffer(out.dump() + "\n"));
+        } catch (const std::exception &e) {
+            try {
+                nlohmann::json err{{"ok", false}, {"error", e.what()}};
+                asio::write(sock, asio::buffer(err.dump() + "\n"));
+            } catch (...) {
+            }
         }
-        media::ResizeOptions opt;
-        media::apply_resize_options_from_json(j, opt);
-        std::string err;
-        bool ok = media::resize_file(j["input"].get<std::string>(), j["output"].get<std::string>(), opt, err);
-        nlohmann::json out = ok ? nlohmann::json{{"ok", true}} : nlohmann::json{{"ok", false}, {"error", err}};
-        asio::write(sock, asio::buffer(out.dump() + "\n"));
     }
 }
 #endif
diff --git a/packages/media/cpp/src/ipc/ipc_serve.hpp b/packages/media/cpp/src/ipc/ipc_serve.hpp
index 7a6339a8..65d46d26 100644
--- a/packages/media/cpp/src/ipc/ipc_serve.hpp
+++ b/packages/media/cpp/src/ipc/ipc_serve.hpp
@@ -1,15 +1,17 @@
 #pragma once
 
+#include "core/resize.hpp"
+
 #include <string>
 
 namespace media::ipc {
 
 /** TCP JSON line server for resize jobs (cross-platform). Returns 0 on error exit 0. */
-int run_tcp_server(const std::string& host, int port);
+int run_tcp_server(const std::string &host, int port, const CacheServerDefaults &cache_defaults);
 
 #if !defined(_WIN32)
 /** Unix domain socket (same JSON protocol). */
-int run_unix_server(const std::string& path);
+int run_unix_server(const std::string &path, const CacheServerDefaults &cache_defaults);
 #endif
 
 } // namespace media::ipc
diff --git a/packages/media/cpp/src/main.cpp b/packages/media/cpp/src/main.cpp
index f3cead56..29968aeb 100644
--- a/packages/media/cpp/src/main.cpp
+++ b/packages/media/cpp/src/main.cpp
@@ -59,6 +59,8 @@ int main(int argc, char **argv) {
 
     std::string in_path;
     std::string out_path;
+    std::string src_flag;
+    std::string dst_flag;
     int max_w = 0;
     int max_h = 0;
     std::string format;
@@ -76,8 +78,10 @@ int main(int argc, char **argv) {
     bool allow_enlargement = false;
 
     auto *resize_cmd = app.add_subcommand("resize", "Resize / transform an image (libvips, Sharp-like options)");
-    resize_cmd->add_option("input", in_path, "Input image path")->required();
-    resize_cmd->add_option("output", out_path, "Output image path")->required();
+    resize_cmd->add_option("input", in_path, "Input image path or glob (*, ?, **)")->required(false);
+    resize_cmd->add_option("output", out_path, "Output image path or output directory for batch")->required(false);
+    resize_cmd->add_option("--src", src_flag, "Same as positional input; glob batch with --dst");
+    resize_cmd->add_option("--dst", dst_flag, "Same as positional output; directory if multiple inputs");
     resize_cmd->add_option("--max-width", max_w, "Target / max width (0 = no limit)");
     resize_cmd->add_option("--max-height", max_h, "Target / max height (0 = no limit)");
     resize_cmd->add_option("--format", format, "Output format (default: from extension)");
@@ -96,20 +100,34 @@ int main(int argc, char **argv) {
     resize_cmd->add_flag("--no-autorotate", no_autorotate, "Disable EXIF orientation");
     resize_cmd->add_flag("--no-strip", no_strip, "Keep metadata on output");
     resize_cmd->add_flag("--allow-enlargement", allow_enlargement, "Allow upscaling (inside/contain/outside)");
+    bool resize_no_cache = false;
+    std::string resize_cache_dir;
+    resize_cmd->add_flag("--no-cache", resize_no_cache, "Disable output cache (default: cache on)");
+    resize_cmd->add_option("--cache-dir", resize_cache_dir, "Cache root (default: <cwd>/cache/images)");
 
     std::string host = "127.0.0.1";
     int port = 8080;
+    bool serve_no_cache = false;
+    std::string serve_cache_dir;
     auto *serve_cmd = app.add_subcommand("serve", "Run HTTP REST server");
     serve_cmd->add_option("--host", host, "Bind address")->default_val("127.0.0.1");
     serve_cmd->add_option("-p,--port", port, "TCP port")->default_val(8080);
+    serve_cmd->add_flag("--no-cache", serve_no_cache,
+                         "Server default: cache off when JSON omits \"cache\" (JSON may still enable per request)");
+    serve_cmd->add_option("--cache-dir", serve_cache_dir, "Server default cache dir when JSON omits \"cache_dir\"");
 
     std::string ipc_host = "127.0.0.1";
     int ipc_port = 9333;
     std::string ipc_unix;
+    bool ipc_no_cache = false;
+    std::string ipc_cache_dir;
     auto *ipc_cmd = app.add_subcommand("ipc", "Run JSON-line IPC server (TCP; Unix socket on non-Windows)");
     ipc_cmd->add_option("--host", ipc_host, "Bind address")->default_val("127.0.0.1");
     ipc_cmd->add_option("-p,--port", ipc_port, "TCP port")->default_val(9333);
     ipc_cmd->add_option("--unix", ipc_unix, "Unix domain socket path (not Windows)");
+    ipc_cmd->add_flag("--no-cache", ipc_no_cache,
+                      "Server default: cache off when JSON omits \"cache\" (JSON may still enable per request)");
+    ipc_cmd->add_option("--cache-dir", ipc_cache_dir, "Server default cache dir when JSON omits \"cache_dir\"");
 
     auto *kbot_cmd = app.add_subcommand("kbot", "Forward remaining args to kbot (KBOT_EXE)");
     kbot_cmd->allow_extras(true);
@@ -117,6 +135,18 @@ int main(int argc, char **argv) {
     CLI11_PARSE(app, argc, argv);
 
     if (resize_cmd->parsed()) {
+        const bool use_src_dst = !src_flag.empty() || !dst_flag.empty();
+        if (use_src_dst) {
+            if (src_flag.empty() || dst_flag.empty()) {
+                std::cerr << "resize: --src and --dst must be used together\n";
+                return 1;
+            }
+            in_path = src_flag;
+            out_path = dst_flag;
+        } else if (in_path.empty() || out_path.empty()) {
+            std::cerr << "resize: provide input and output paths, or --src and --dst\n";
+            return 1;
+        }
         media::ResizeOptions opt;
         opt.max_width = max_w;
         opt.max_height = max_h;
@@ -133,30 +163,41 @@ int main(int argc, char **argv) {
         opt.autorotate = !no_autorotate;
         opt.strip_metadata = !no_strip;
         opt.without_enlargement = !allow_enlargement;
+        opt.cache_enabled = !resize_no_cache;
+        opt.cache_dir = resize_cache_dir;
         std::string err;
-        if (!media::resize_file(in_path, out_path, opt, err)) {
+        media::ResizeBatchResult batch;
+        if (!media::resize_batch(in_path, out_path, opt, err, &batch)) {
             std::cerr << err << "\n";
             return 1;
         }
+        if (batch.count > 1)
+            std::cout << batch.count << " file(s) written\n";
         return 0;
     }
 
     if (serve_cmd->parsed()) {
-        return media::http::run_server(host, port);
+        media::CacheServerDefaults cd;
+        cd.enabled = !serve_no_cache;
+        cd.cache_dir = serve_cache_dir;
+        return media::http::run_server(host, port, cd);
     }
 
     if (ipc_cmd->parsed()) {
+        media::CacheServerDefaults cd;
+        cd.enabled = !ipc_no_cache;
+        cd.cache_dir = ipc_cache_dir;
 #if defined(_WIN32)
         if (!ipc_unix.empty()) {
             std::cerr << "media-img: --unix is not supported on Windows; use --host and --port.\n";
             return 1;
         }
-        return media::ipc::run_tcp_server(ipc_host, ipc_port);
+        return media::ipc::run_tcp_server(ipc_host, ipc_port, cd);
 #else
         if (!ipc_unix.empty()) {
-            return media::ipc::run_unix_server(ipc_unix);
+            return media::ipc::run_unix_server(ipc_unix, cd);
         }
-        return media::ipc::run_tcp_server(ipc_host, ipc_port);
+        return media::ipc::run_tcp_server(ipc_host, ipc_port, cd);
 #endif
     }
 
diff --git a/packages/media/cpp/tests/CMakeLists.txt b/packages/media/cpp/tests/CMakeLists.txt
deleted file mode 100644
index 65369880..00000000
--- a/packages/media/cpp/tests/CMakeLists.txt
+++ /dev/null
@@ -1,54 +0,0 @@
-# ── Test targets ──────────────────────────────────────────────────────────────
-include(CTest)
-include(Catch)
-
-# pthread is required on Linux for Catch2 tests
-find_package(Threads REQUIRED)
-
-# Unit tests — one per package
-add_executable(test_logger unit/test_logger.cpp)
-target_link_libraries(test_logger PRIVATE Catch2::Catch2WithMain logger Threads::Threads)
-catch_discover_tests(test_logger)
-
-add_executable(test_html unit/test_html.cpp)
-target_link_libraries(test_html PRIVATE Catch2::Catch2WithMain html Threads::Threads)
-catch_discover_tests(test_html)
-
-add_executable(test_postgres unit/test_postgres.cpp)
-target_link_libraries(test_postgres PRIVATE Catch2::Catch2WithMain postgres Threads::Threads)
-catch_discover_tests(test_postgres)
-
-add_executable(test_json unit/test_json.cpp)
-target_link_libraries(test_json PRIVATE Catch2::Catch2WithMain json Threads::Threads)
-catch_discover_tests(test_json)
-
-add_executable(test_http unit/test_http.cpp)
-target_link_libraries(test_http PRIVATE Catch2::Catch2WithMain http Threads::Threads)
-catch_discover_tests(test_http)
-
-# Functional test — end-to-end CLI
-add_executable(test_functional functional/test_cli.cpp)
-target_link_libraries(test_functional PRIVATE Catch2::Catch2WithMain CLI11::CLI11 tomlplusplus::tomlplusplus logger html postgres http json Threads::Threads)
-catch_discover_tests(test_functional)
-
-# E2E test — real Supabase connection (requires config/postgres.toml + network)
-add_executable(test_supabase e2e/test_supabase.cpp)
-target_link_libraries(test_supabase PRIVATE Catch2::Catch2WithMain tomlplusplus::tomlplusplus logger postgres json Threads::Threads)
-catch_discover_tests(test_supabase WORKING_DIRECTORY ${CMAKE_SOURCE_DIR})
-
-add_executable(test_polymech unit/test_polymech.cpp)
-target_link_libraries(test_polymech PRIVATE Catch2::Catch2WithMain polymech postgres Threads::Threads)
-catch_discover_tests(test_polymech)
-
-add_executable(test_cmd_kbot unit/test_cmd_kbot.cpp ../src/cmd_kbot.cpp)
-target_link_libraries(test_cmd_kbot PRIVATE Catch2::Catch2WithMain CLI11::CLI11 logger tomlplusplus::tomlplusplus kbot Threads::Threads)
-catch_discover_tests(test_cmd_kbot)
-
-# E2E test — polymech fetch_pages from live Supabase
-add_executable(test_polymech_e2e e2e/test_polymech_e2e.cpp)
-target_link_libraries(test_polymech_e2e PRIVATE Catch2::Catch2WithMain tomlplusplus::tomlplusplus logger postgres polymech json Threads::Threads)
-catch_discover_tests(test_polymech_e2e WORKING_DIRECTORY ${CMAKE_SOURCE_DIR})
-
-add_executable(test_ipc unit/test_ipc.cpp)
-target_link_libraries(test_ipc PRIVATE Catch2::Catch2WithMain ipc Threads::Threads)
-catch_discover_tests(test_ipc)
diff --git a/packages/media/cpp/tests/assets/.gitignore b/packages/media/cpp/tests/assets/.gitignore
new file mode 100644
index 00000000..0d95cfcc
--- /dev/null
+++ b/packages/media/cpp/tests/assets/.gitignore
@@ -0,0 +1,2 @@
+# Written by glob-batch CLI test (outputs kept for manual inspection)
+glob-in/**/out/
diff --git a/packages/media/cpp/tests/assets/build-fixtures.mjs b/packages/media/cpp/tests/assets/build-fixtures.mjs
index 3941229f..9f9cd40e 100644
--- a/packages/media/cpp/tests/assets/build-fixtures.mjs
+++ b/packages/media/cpp/tests/assets/build-fixtures.mjs
@@ -120,4 +120,12 @@ writeFixture('checker-128x128.png', 128, 128, (x, y) => {
   return [c, c, c];
 });
 
+// Nested PNGs for recursive-glob tests (see orchestrator/test-media.mjs).
+mkdirSync(join(__dirname, 'glob-in', 'sub'), { recursive: true });
+writeFixture(join('glob-in', 'root.png'), 48, 48, (x, y) => {
+  const v = ((x + y) * 3) & 255;
+  return [v, 200, 100];
+});
+writeFixture(join('glob-in', 'sub', 'leaf.png'), 24, 24, [180, 60, 220]);
+
 console.log('done.');
diff --git a/packages/media/cpp/tests/assets/glob-in/root.png b/packages/media/cpp/tests/assets/glob-in/root.png
new file mode 100644
index 00000000..677f0ed2
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/root.png differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/1-interlocked.jpg b/packages/media/cpp/tests/assets/glob-in/sel/1-interlocked.jpg
new file mode 100644
index 00000000..7564fff3
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/1-interlocked.jpg differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/1.jpg b/packages/media/cpp/tests/assets/glob-in/sel/1.jpg
new file mode 100644
index 00000000..11fffb89
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/1.jpg differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/3.jpg b/packages/media/cpp/tests/assets/glob-in/sel/3.jpg
new file mode 100644
index 00000000..1465e690
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/3.jpg differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/DSC06916.JPG b/packages/media/cpp/tests/assets/glob-in/sel/DSC06916.JPG
new file mode 100644
index 00000000..2f5b7349
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/DSC06916.JPG differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/DSC06945.JPG b/packages/media/cpp/tests/assets/glob-in/sel/DSC06945.JPG
new file mode 100644
index 00000000..4e90fff6
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/DSC06945.JPG differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/DSC06947.JPG b/packages/media/cpp/tests/assets/glob-in/sel/DSC06947.JPG
new file mode 100644
index 00000000..13731491
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/DSC06947.JPG differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/DSC06956.JPG b/packages/media/cpp/tests/assets/glob-in/sel/DSC06956.JPG
new file mode 100644
index 00000000..dbd2cfe8
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/DSC06956.JPG differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel/DSC07076.JPG b/packages/media/cpp/tests/assets/glob-in/sel/DSC07076.JPG
new file mode 100644
index 00000000..e9874336
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel/DSC07076.JPG differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sel2.jpg b/packages/media/cpp/tests/assets/glob-in/sel2.jpg
new file mode 100644
index 00000000..11fffb89
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sel2.jpg differ
diff --git a/packages/media/cpp/tests/assets/glob-in/sub/leaf.png b/packages/media/cpp/tests/assets/glob-in/sub/leaf.png
new file mode 100644
index 00000000..631345ea
Binary files /dev/null and b/packages/media/cpp/tests/assets/glob-in/sub/leaf.png differ
diff --git a/packages/media/cpp/tests/test-ipc-classifier-distances__17-10.json b/packages/media/cpp/tests/test-ipc-classifier-distances__17-10.json
deleted file mode 100644
index c403ceb4..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier-distances__17-10.json
+++ /dev/null
@@ -1,110 +0,0 @@
-[
-  {
-    "label": "3D printing service",
-    "distance": 4.5
-  },
-  {
-    "label": "Drafting service",
-    "distance": 5.5
-  },
-  {
-    "label": "Engraver",
-    "distance": 6
-  },
-  {
-    "label": "Furniture maker",
-    "distance": 7
-  },
-  {
-    "label": "Industrial engineer",
-    "distance": 6.5
-  },
-  {
-    "label": "Industrial equipment supplier",
-    "distance": 5
-  },
-  {
-    "label": "Laser cutting service",
-    "distance": 4
-  },
-  {
-    "label": "Machine construction",
-    "distance": 2.5
-  },
-  {
-    "label": "Machine repair service",
-    "distance": 3
-  },
-  {
-    "label": "Machine shop",
-    "distance": 1
-  },
-  {
-    "label": "Machine workshop",
-    "distance": 0
-  },
-  {
-    "label": "Machinery parts manufacturer",
-    "distance": 3.5
-  },
-  {
-    "label": "Machining manufacturer",
-    "distance": 3
-  },
-  {
-    "label": "Manufacturer",
-    "distance": 4
-  },
-  {
-    "label": "Mechanic",
-    "distance": 6.5
-  },
-  {
-    "label": "Mechanical engineer",
-    "distance": 5
-  },
-  {
-    "label": "Mechanical plant",
-    "distance": 6
-  },
-  {
-    "label": "Metal fabricator",
-    "distance": 5.5
-  },
-  {
-    "label": "Metal heat treating service",
-    "distance": 6.5
-  },
-  {
-    "label": "Metal machinery supplier",
-    "distance": 5
-  },
-  {
-    "label": "Metal working shop",
-    "distance": 4.5
-  },
-  {
-    "label": "Metal workshop",
-    "distance": 3.5
-  },
-  {
-    "label": "Novelty store",
-    "distance": 9
-  },
-  {
-    "label": "Plywood supplier",
-    "distance": 8
-  },
-  {
-    "label": "Sign shop",
-    "distance": 7.5
-  },
-  {
-    "label": "Tool manufacturer",
-    "distance": 4
-  },
-  {
-    "label": "Trophy shop",
-    "distance": 8
-  }
-]
diff --git a/packages/media/cpp/tests/test-ipc-classifier-distances__17-11.json b/packages/media/cpp/tests/test-ipc-classifier-distances__17-11.json
deleted file mode 100644
index fe51488c..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier-distances__17-11.json
+++ /dev/null
@@ -1 +0,0 @@
-[]
diff --git a/packages/media/cpp/tests/test-ipc-classifier-distances__17-12.json b/packages/media/cpp/tests/test-ipc-classifier-distances__17-12.json
deleted file mode 100644
index 27f7fc3b..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier-distances__17-12.json
+++ /dev/null
@@ -1,110 +0,0 @@
-[
-  {
-    "label": "3D printing service",
-    "distance": 4.5
-  },
-  {
-    "label": "Drafting service",
-    "distance": 6.5
-  },
-  {
-    "label": "Engraver",
-    "distance": 5.5
-  },
-  {
-    "label": "Furniture maker",
-    "distance": 7.5
-  },
-  {
-    "label": "Industrial engineer",
-    "distance": 6
-  },
-  {
-    "label": "Industrial equipment supplier",
-    "distance": 5.5
-  },
-  {
-    "label": "Laser cutting service",
-    "distance": 3.5
-  },
-  {
-    "label": "Machine construction",
-    "distance": 2.5
-  },
-  {
-    "label": "Machine repair service",
-    "distance": 2
-  },
-  {
-    "label": "Machine shop",
-    "distance": 0.2
-  },
-  {
-    "label": "Machine workshop",
-    "distance": 0
-  },
-  {
-    "label": "Machinery parts manufacturer",
-    "distance": 2
-  },
-  {
-    "label": "Machining manufacturer",
-    "distance": 1
-  },
-  {
-    "label": "Manufacturer",
-    "distance": 5
-  },
-  {
-    "label": "Mechanic",
-    "distance": 4
-  },
-  {
-    "label": "Mechanical engineer",
-    "distance": 5.5
-  },
-  {
-    "label": "Mechanical plant",
-    "distance": 4.5
-  },
-  {
-    "label": "Metal fabricator",
-    "distance": 2.5
-  },
-  {
-    "label": "Metal heat treating service",
-    "distance": 3
-  },
-  {
-    "label": "Metal machinery supplier",
-    "distance": 4.5
-  },
-  {
-    "label": "Metal working shop",
-    "distance": 1.5
-  },
-  {
-    "label": "Metal workshop",
-    "distance": 1
-  },
-  {
-    "label": "Novelty store",
-    "distance": 10
-  },
-  {
-    "label": "Plywood supplier",
-    "distance": 9
-  },
-  {
-    "label": "Sign shop",
-    "distance": 7
-  },
-  {
-    "label": "Tool manufacturer",
-    "distance": 3
-  },
-  {
-    "label": "Trophy shop",
-    "distance": 8.5
-  }
-]
diff --git a/packages/media/cpp/tests/test-ipc-classifier-distances__17-28.json b/packages/media/cpp/tests/test-ipc-classifier-distances__17-28.json
deleted file mode 100644
index e9d4fe6a..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier-distances__17-28.json
+++ /dev/null
@@ -1,110 +0,0 @@
-[
-  {
-    "label": "3D printing service",
-    "distance": 6
-  },
-  {
-    "label": "Drafting service",
-    "distance": 7
-  },
-  {
-    "label": "Engraver",
-    "distance": 6.5
-  },
-  {
-    "label": "Furniture maker",
-    "distance": 7.5
-  },
-  {
-    "label": "Industrial engineer",
-    "distance": 7
-  },
-  {
-    "label": "Industrial equipment supplier",
-    "distance": 5.5
-  },
-  {
-    "label": "Laser cutting service",
-    "distance": 4.5
-  },
-  {
-    "label": "Machine construction",
-    "distance": 3
-  },
-  {
-    "label": "Machine repair service",
-    "distance": 2.5
-  },
-  {
-    "label": "Machine shop",
-    "distance": 0.2
-  },
-  {
-    "label": "Machine workshop",
-    "distance": 0
-  },
-  {
-    "label": "Machinery parts manufacturer",
-    "distance": 2
-  },
-  {
-    "label": "Machining manufacturer",
-    "distance": 1.5
-  },
-  {
-    "label": "Manufacturer",
-    "distance": 6
-  },
-  {
-    "label": "Mechanic",
-    "distance": 5
-  },
-  {
-    "label": "Mechanical engineer",
-    "distance": 6.5
-  },
-  {
-    "label": "Mechanical plant",
-    "distance": 3.5
-  },
-  {
-    "label": "Metal fabricator",
-    "distance": 2
-  },
-  {
-    "label": "Metal heat treating service",
-    "distance": 3.5
-  },
-  {
-    "label": "Metal machinery supplier",
-    "distance": 5
-  },
-  {
-    "label": "Metal working shop",
-    "distance": 1
-  },
-  {
-    "label": "Metal workshop",
-    "distance": 1.2
-  },
-  {
-    "label": "Novelty store",
-    "distance": 10
-  },
-  {
-    "label": "Plywood supplier",
-    "distance": 9.5
-  },
-  {
-    "label": "Sign shop",
-    "distance": 7.5
-  },
-  {
-    "label": "Tool manufacturer",
-    "distance": 3
-  },
-  {
-    "label": "Trophy shop",
-    "distance": 8
-  }
-]
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-10.json b/packages/media/cpp/tests/test-ipc-classifier__17-10.json
deleted file mode 100644
index bff339d0..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-10.json
+++ /dev/null
@@ -1,356 +0,0 @@
-{
-  "meta": {
-    "testName": "test-ipc-classifier",
-    "displayName": "test-ipc-classifier::17:10",
-    "cwd": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp",
-    "writtenAt": "2026-03-30T15:10:41.858Z",
-    "jsonFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-10.json",
-    "mdFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-10.md"
-  },
-  "startedAt": "2026-03-30T15:10:32.177Z",
-  "finishedAt": "2026-03-30T15:10:41.858Z",
-  "passed": 3,
-  "failed": 0,
-  "ok": true,
-  "ipcClassifierLlama": false,
-  "cli": {
-    "features": [
-      "structured"
-    ],
-    "provider": "openrouter",
-    "model": "openai/gpt-4o-mini",
-    "backend": "remote",
-    "stressRuns": 1,
-    "structuredOutput": true
-  },
-  "env": {
-    "KBOT_IPC_CLASSIFIER_LLAMA": "0",
-    "KBOT_IPC_LLAMA_AUTOSTART": null,
-    "KBOT_ROUTER": "openrouter",
-    "KBOT_IPC_MODEL": "openai/gpt-4o-mini",
-    "KBOT_CLASSIFIER_LIMIT": null,
-    "KBOT_CLASSIFIER_TIMEOUT_MS": null,
-    "KBOT_CLASSIFIER_STRESS_RUNS": null,
-    "KBOT_LLAMA_PORT": null,
-    "KBOT_LLAMA_BASE_URL": null
-  },
-  "metrics": {
-    "timing": {
-      "startedAt": "2026-03-30T15:10:32.177Z",
-      "finishedAt": "2026-03-30T15:10:41.858Z"
-    },
-    "host": {
-      "hostname": "DESKTOP-QH14L5F",
-      "platform": "win32",
-      "arch": "x64",
-      "release": "10.0.18363",
-      "cpuCount": 16,
-      "cpuModel": "AMD Ryzen 7 3700X 8-Core Processor",
-      "totalMemBytes": 68599971840,
-      "freeMemBytes": 40599396352,
-      "usedMemBytes": 28000575488,
-      "loadAvg": [
-        0,
-        0,
-        0
-      ],
-      "osUptimeSec": 103790.515
-    },
-    "process": {
-      "durationWallMs": 9683.872,
-      "durationClockMs": 9684,
-      "cpuUserUs": 0,
-      "cpuSystemUs": 0,
-      "cpuUserMs": 0,
-      "cpuSystemMs": 0,
-      "memory": {
-        "rss": 45043712,
-        "heapTotal": 8712192,
-        "heapUsed": 7011160,
-        "external": 2467176,
-        "arrayBuffers": 28649
-      },
-      "resourceUsage": {
-        "userCPUTime": 62000,
-        "systemCPUTime": 15000,
-        "maxRSS": 46500,
-        "sharedMemorySize": 0,
-        "unsharedDataSize": 0,
-        "unsharedStackSize": 0,
-        "minorPageFault": 0,
-        "majorPageFault": 13040,
-        "swappedOut": 0,
-        "fsRead": 82,
-        "fsWrite": 0,
-        "ipcSent": 0,
-        "ipcReceived": 0,
-        "signalsCount": 0,
-        "voluntaryContextSwitches": 0,
-        "involuntaryContextSwitches": 0
-      },
-      "pid": 8056,
-      "node": "v24.13.0",
-      "processUptimeSec": 9.7504034
-    }
-  },
-  "anchor": "machine workshop",
-  "source": "JobViewer.tsx:205",
-  "batch": true,
-  "backend": "remote_router",
-  "router": "openrouter",
-  "model": "openai/gpt-4o-mini",
-  "labelCount": 27,
-  "llm": {
-    "created": 1774883433,
-    "id": "gen-1774883433-y9pESIPzu7ETDdh7Zlou",
-    "model": "openai/gpt-4o-mini",
-    "object": "chat.completion",
-    "provider": "OpenAI",
-    "system_fingerprint": "fp_e746093e24",
-    "usage": {
-      "completion_tokens": 319,
-      "completion_tokens_details": {
-        "audio_tokens": 0,
-        "image_tokens": 0,
-        "reasoning_tokens": 0
-      },
-      "cost": 0.00024405,
-      "cost_details": {
-        "upstream_inference_completions_cost": 0.0001914,
-        "upstream_inference_cost": 0.00024405,
-        "upstream_inference_prompt_cost": 0.00005265
-      },
-      "is_byok": false,
-      "prompt_tokens": 351,
-      "prompt_tokens_details": {
-        "audio_tokens": 0,
-        "cache_write_tokens": 0,
-        "cached_tokens": 0,
-        "video_tokens": 0
-      },
-      "total_tokens": 670
-    }
-  },
-  "distances": [
-    {
-      "label": "3D printing service",
-      "distance": 4.5
-    },
-    {
-      "label": "Drafting service",
-      "distance": 5.5
-    },
-    {
-      "label": "Engraver",
-      "distance": 6
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 6.5
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 4
-    },
-    {
-      "label": "Machine construction",
-      "distance": 2.5
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 3
-    },
-    {
-      "label": "Machine shop",
-      "distance": 1
-    },
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 3.5
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 4
-    },
-    {
-      "label": "Mechanic",
-      "distance": 6.5
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 5
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 6
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 5.5
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 6.5
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 5
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 4.5
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 3.5
-    },
-    {
-      "label": "Novelty store",
-      "distance": 9
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 8
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7.5
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 4
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8
-    }
-  ],
-  "byDistance": [
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machine shop",
-      "distance": 1
-    },
-    {
-      "label": "Machine construction",
-      "distance": 2.5
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 3
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 3.5
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 3.5
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 4
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 4
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 4
-    },
-    {
-      "label": "3D printing service",
-      "distance": 4.5
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 4.5
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 5
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 5
-    },
-    {
-      "label": "Drafting service",
-      "distance": 5.5
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 5.5
-    },
-    {
-      "label": "Engraver",
-      "distance": 6
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 6
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 6.5
-    },
-    {
-      "label": "Mechanic",
-      "distance": 6.5
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 6.5
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7.5
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 8
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8
-    },
-    {
-      "label": "Novelty store",
-      "distance": 9
-    }
-  ],
-  "rawText": "{\"items\":[{\"label\":\"3D printing service\",\"distance\":4.5},{\"label\":\"Drafting service\",\"distance\":5.5},{\"label\":\"Engraver\",\"distance\":6.0},{\"label\":\"Furniture maker\",\"distance\":7.0},{\"label\":\"Industrial engineer\",\"distance\":6.5},{\"label\":\"Industrial equipment supplier\",\"distance\":5.0},{\"label\":\"Laser cutting service\",\"distance\":4.0},{\"label\":\"Machine construction\",\"distance\":2.5},{\"label\":\"Machine repair service\",\"distance\":3.0},{\"label\":\"Machine shop\",\"distance\":1.0},{\"label\":\"Machine workshop\",\"distance\":0.0},{\"label\":\"Machinery parts manufacturer\",\"distance\":3.5},{\"label\":\"Machining manufacturer\",\"distance\":3.0},{\"label\":\"Manufacturer\",\"distance\":4.0},{\"label\":\"Mechanic\",\"distance\":6.5},{\"label\":\"Mechanical engineer\",\"distance\":5.0},{\"label\":\"Mechanical plant\",\"distance\":6.0},{\"label\":\"Metal fabricator\",\"distance\":5.5},{\"label\":\"Metal heat treating service\",\"distance\":6.5},{\"label\":\"Metal machinery supplier\",\"distance\":5.0},{\"label\":\"Metal working shop\",\"distance\":4.5},{\"label\":\"Metal workshop\",\"distance\":3.5},{\"label\":\"Novelty store\",\"distance\":9.0},{\"label\":\"Plywood supplier\",\"distance\":8.0},{\"label\":\"Sign shop\",\"distance\":7.5},{\"label\":\"Tool manufacturer\",\"distance\":4.0},{\"label\":\"Trophy shop\",\"distance\":8.0}]}",
-  "parseError": null
-}
\ No newline at end of file
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-10.md b/packages/media/cpp/tests/test-ipc-classifier__17-10.md
deleted file mode 100644
index d0df7ba4..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-10.md
+++ /dev/null
@@ -1,136 +0,0 @@
-# Test report: test-ipc-classifier::17:10
-
-## Summary
-
-| Key | Value |
-| --- | --- |
-| Result | PASS |
-| Assertions passed | 3 |
-| Assertions failed | 0 |
-| IPC classifier | remote (KBOT_ROUTER / KBOT_IPC_MODEL) |
-| CWD | `C:\Users\zx\Desktop\polymech\polymech-mono\packages\kbot\cpp` |
-
-## Timing
-
-| Metric | Value |
-| --- | --- |
-| Started (ISO) | 2026-03-30T15:10:32.177Z |
-| Finished (ISO) | 2026-03-30T15:10:41.858Z |
-| Wall time (perf) | 9683.872 ms |
-| Wall time (clock) | 9684 ms |
-
-## Process (Node)
-
-| Metric | Value |
-| --- | --- |
-| PID | 8056 |
-| Node | v24.13.0 |
-| process.uptime() | 9.750 s |
-| CPU user (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU system (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU user (resourceUsage) | 62.000 ms |
-| CPU system (resourceUsage) | 15.000 ms |
-| Max RSS (resourceUsage) | 45 MB |
-| RSS | 43 MB (45043712 B) |
-| Heap used | 6.7 MB |
-| Heap total | 8.3 MB |
-| External | 2.4 MB |
-| Array buffers | 28 KB |
-
-## Host
-
-| Metric | Value |
-| --- | --- |
-| Hostname | DESKTOP-QH14L5F |
-| OS | win32 10.0.18363 |
-| Arch | x64 |
-| CPUs | 16 |
-| CPU model | AMD Ryzen 7 3700X 8-Core Processor |
-| RAM total | 64 GB |
-| RAM free | 38 GB |
-| RAM used | 26 GB |
-| Load avg (1/5/15) | 0.00 / 0.00 / 0.00 |
-| OS uptime | 28.83 h |
-
-## LLM API (provider JSON)
-
-Fields from the chat completion response except assistant message bodies (`usage`, `model`, `id`, provider-specific).
-
-### Classifier — batched kbot-ai
-
-```json
-{
-  "created": 1774883433,
-  "id": "gen-1774883433-y9pESIPzu7ETDdh7Zlou",
-  "model": "openai/gpt-4o-mini",
-  "object": "chat.completion",
-  "provider": "OpenAI",
-  "system_fingerprint": "fp_e746093e24",
-  "usage": {
-    "completion_tokens": 319,
-    "completion_tokens_details": {
-      "audio_tokens": 0,
-      "image_tokens": 0,
-      "reasoning_tokens": 0
-    },
-    "cost": 0.00024405,
-    "cost_details": {
-      "upstream_inference_completions_cost": 0.0001914,
-      "upstream_inference_cost": 0.00024405,
-      "upstream_inference_prompt_cost": 0.00005265
-    },
-    "is_byok": false,
-    "prompt_tokens": 351,
-    "prompt_tokens_details": {
-      "audio_tokens": 0,
-      "cache_write_tokens": 0,
-      "cached_tokens": 0,
-      "video_tokens": 0
-    },
-    "total_tokens": 670
-  }
-}
-```
-
-## Classifier batch
-
-| Key | Value |
-| --- | --- |
-| Anchor | machine workshop |
-| Label count | 27 |
-| Backend | remote_router |
-| Parse | OK |
-
-### Nearest labels (by distance)
-
-| Label | Distance |
-| --- | ---: |
-| Machine workshop | 0 |
-| Machine shop | 1 |
-| Machine construction | 2.5 |
-| Machine repair service | 3 |
-| Machining manufacturer | 3 |
-| Machinery parts manufacturer | 3.5 |
-| Metal workshop | 3.5 |
-| Laser cutting service | 4 |
-| Manufacturer | 4 |
-| Tool manufacturer | 4 |
-| 3D printing service | 4.5 |
-| Metal working shop | 4.5 |
-
-## Environment (selected)
-
-| Variable | Value |
-| --- | --- |
-| `KBOT_IPC_CLASSIFIER_LLAMA` | 0 |
-| `KBOT_IPC_LLAMA_AUTOSTART` | — |
-| `KBOT_ROUTER` | openrouter |
-| `KBOT_IPC_MODEL` | openai/gpt-4o-mini |
-| `KBOT_CLASSIFIER_LIMIT` | — |
-| `KBOT_CLASSIFIER_TIMEOUT_MS` | — |
-| `KBOT_CLASSIFIER_STRESS_RUNS` | — |
-| `KBOT_LLAMA_PORT` | — |
-| `KBOT_LLAMA_BASE_URL` | — |
-
----
-*Written 2026-03-30T15:10:41.858Z*
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-11.json b/packages/media/cpp/tests/test-ipc-classifier__17-11.json
deleted file mode 100644
index 0ea81345..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-11.json
+++ /dev/null
@@ -1,108 +0,0 @@
-{
-  "meta": {
-    "testName": "test-ipc-classifier",
-    "displayName": "test-ipc-classifier::17:11",
-    "cwd": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp",
-    "writtenAt": "2026-03-30T15:11:05.866Z",
-    "jsonFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-11.json",
-    "mdFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-11.md"
-  },
-  "startedAt": "2026-03-30T15:11:05.122Z",
-  "finishedAt": "2026-03-30T15:11:05.866Z",
-  "passed": 2,
-  "failed": 1,
-  "ok": false,
-  "ipcClassifierLlama": false,
-  "cli": {
-    "features": [
-      "structured"
-    ],
-    "provider": "openrouter",
-    "model": "openai/gpt-5o",
-    "backend": "remote",
-    "stressRuns": 1,
-    "structuredOutput": true
-  },
-  "env": {
-    "KBOT_IPC_CLASSIFIER_LLAMA": "0",
-    "KBOT_IPC_LLAMA_AUTOSTART": null,
-    "KBOT_ROUTER": "openrouter",
-    "KBOT_IPC_MODEL": "openai/gpt-5o",
-    "KBOT_CLASSIFIER_LIMIT": null,
-    "KBOT_CLASSIFIER_TIMEOUT_MS": null,
-    "KBOT_CLASSIFIER_STRESS_RUNS": null,
-    "KBOT_LLAMA_PORT": null,
-    "KBOT_LLAMA_BASE_URL": null
-  },
-  "metrics": {
-    "timing": {
-      "startedAt": "2026-03-30T15:11:05.122Z",
-      "finishedAt": "2026-03-30T15:11:05.866Z"
-    },
-    "host": {
-      "hostname": "DESKTOP-QH14L5F",
-      "platform": "win32",
-      "arch": "x64",
-      "release": "10.0.18363",
-      "cpuCount": 16,
-      "cpuModel": "AMD Ryzen 7 3700X 8-Core Processor",
-      "totalMemBytes": 68599971840,
-      "freeMemBytes": 40573849600,
-      "usedMemBytes": 28026122240,
-      "loadAvg": [
-        0,
-        0,
-        0
-      ],
-      "osUptimeSec": 103814.531
-    },
-    "process": {
-      "durationWallMs": 746.82,
-      "durationClockMs": 747,
-      "cpuUserUs": 16000,
-      "cpuSystemUs": 0,
-      "cpuUserMs": 16,
-      "cpuSystemMs": 0,
-      "memory": {
-        "rss": 47882240,
-        "heapTotal": 11857920,
-        "heapUsed": 8175752,
-        "external": 2465674,
-        "arrayBuffers": 27147
-      },
-      "resourceUsage": {
-        "userCPUTime": 62000,
-        "systemCPUTime": 31000,
-        "maxRSS": 46764,
-        "sharedMemorySize": 0,
-        "unsharedDataSize": 0,
-        "unsharedStackSize": 0,
-        "minorPageFault": 0,
-        "majorPageFault": 12590,
-        "swappedOut": 0,
-        "fsRead": 82,
-        "fsWrite": 0,
-        "ipcSent": 0,
-        "ipcReceived": 0,
-        "signalsCount": 0,
-        "voluntaryContextSwitches": 0,
-        "involuntaryContextSwitches": 0
-      },
-      "pid": 14076,
-      "node": "v24.13.0",
-      "processUptimeSec": 0.8141866
-    }
-  },
-  "anchor": "machine workshop",
-  "source": "JobViewer.tsx:205",
-  "batch": true,
-  "backend": "remote_router",
-  "router": "openrouter",
-  "model": "openai/gpt-5o",
-  "labelCount": 27,
-  "llm": null,
-  "distances": [],
-  "byDistance": [],
-  "rawText": null,
-  "parseError": "liboai::Response::CheckResponse(): openai/gpt-5o is not a valid model ID (E_APIERROR:0x02)"
-}
\ No newline at end of file
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-11.md b/packages/media/cpp/tests/test-ipc-classifier__17-11.md
deleted file mode 100644
index 54cd4fd2..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-11.md
+++ /dev/null
@@ -1,79 +0,0 @@
-# Test report: test-ipc-classifier::17:11
-
-## Summary
-
-| Key | Value |
-| --- | --- |
-| Result | FAIL |
-| Assertions passed | 2 |
-| Assertions failed | 1 |
-| IPC classifier | remote (KBOT_ROUTER / KBOT_IPC_MODEL) |
-| CWD | `C:\Users\zx\Desktop\polymech\polymech-mono\packages\kbot\cpp` |
-
-## Timing
-
-| Metric | Value |
-| --- | --- |
-| Started (ISO) | 2026-03-30T15:11:05.122Z |
-| Finished (ISO) | 2026-03-30T15:11:05.866Z |
-| Wall time (perf) | 746.82 ms |
-| Wall time (clock) | 747 ms |
-
-## Process (Node)
-
-| Metric | Value |
-| --- | --- |
-| PID | 14076 |
-| Node | v24.13.0 |
-| process.uptime() | 0.814 s |
-| CPU user (process.cpuUsage Δ) | 16.000 ms (16000 µs) |
-| CPU system (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU user (resourceUsage) | 62.000 ms |
-| CPU system (resourceUsage) | 31.000 ms |
-| Max RSS (resourceUsage) | 46 MB |
-| RSS | 46 MB (47882240 B) |
-| Heap used | 7.8 MB |
-| Heap total | 11 MB |
-| External | 2.4 MB |
-| Array buffers | 27 KB |
-
-## Host
-
-| Metric | Value |
-| --- | --- |
-| Hostname | DESKTOP-QH14L5F |
-| OS | win32 10.0.18363 |
-| Arch | x64 |
-| CPUs | 16 |
-| CPU model | AMD Ryzen 7 3700X 8-Core Processor |
-| RAM total | 64 GB |
-| RAM free | 38 GB |
-| RAM used | 26 GB |
-| Load avg (1/5/15) | 0.00 / 0.00 / 0.00 |
-| OS uptime | 28.84 h |
-
-## Classifier batch
-
-| Key | Value |
-| --- | --- |
-| Anchor | machine workshop |
-| Label count | 27 |
-| Backend | remote_router |
-| Parse | Failed: liboai::Response::CheckResponse(): openai/gpt-5o is not a valid model ID (E_APIERROR:0x02) |
-
-## Environment (selected)
-
-| Variable | Value |
-| --- | --- |
-| `KBOT_IPC_CLASSIFIER_LLAMA` | 0 |
-| `KBOT_IPC_LLAMA_AUTOSTART` | — |
-| `KBOT_ROUTER` | openrouter |
-| `KBOT_IPC_MODEL` | openai/gpt-5o |
-| `KBOT_CLASSIFIER_LIMIT` | — |
-| `KBOT_CLASSIFIER_TIMEOUT_MS` | — |
-| `KBOT_CLASSIFIER_STRESS_RUNS` | — |
-| `KBOT_LLAMA_PORT` | — |
-| `KBOT_LLAMA_BASE_URL` | — |
-
----
-*Written 2026-03-30T15:11:05.866Z*
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-12.json b/packages/media/cpp/tests/test-ipc-classifier__17-12.json
deleted file mode 100644
index 3f8952a9..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-12.json
+++ /dev/null
@@ -1,357 +0,0 @@
-{
-  "meta": {
-    "testName": "test-ipc-classifier",
-    "displayName": "test-ipc-classifier::17:12",
-    "cwd": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp",
-    "writtenAt": "2026-03-30T15:12:58.442Z",
-    "jsonFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-12.json",
-    "mdFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-12.md"
-  },
-  "startedAt": "2026-03-30T15:12:51.189Z",
-  "finishedAt": "2026-03-30T15:12:58.442Z",
-  "passed": 3,
-  "failed": 0,
-  "ok": true,
-  "ipcClassifierLlama": false,
-  "cli": {
-    "features": [
-      "structured"
-    ],
-    "provider": "openrouter",
-    "model": "openai/gpt-5.2",
-    "backend": "remote",
-    "stressRuns": 1,
-    "structuredOutput": true
-  },
-  "env": {
-    "KBOT_IPC_CLASSIFIER_LLAMA": "0",
-    "KBOT_IPC_LLAMA_AUTOSTART": null,
-    "KBOT_ROUTER": "openrouter",
-    "KBOT_IPC_MODEL": "openai/gpt-5.2",
-    "KBOT_CLASSIFIER_LIMIT": null,
-    "KBOT_CLASSIFIER_TIMEOUT_MS": null,
-    "KBOT_CLASSIFIER_STRESS_RUNS": null,
-    "KBOT_LLAMA_PORT": null,
-    "KBOT_LLAMA_BASE_URL": null
-  },
-  "metrics": {
-    "timing": {
-      "startedAt": "2026-03-30T15:12:51.189Z",
-      "finishedAt": "2026-03-30T15:12:58.442Z"
-    },
-    "host": {
-      "hostname": "DESKTOP-QH14L5F",
-      "platform": "win32",
-      "arch": "x64",
-      "release": "10.0.18363",
-      "cpuCount": 16,
-      "cpuModel": "AMD Ryzen 7 3700X 8-Core Processor",
-      "totalMemBytes": 68599971840,
-      "freeMemBytes": 39905787904,
-      "usedMemBytes": 28694183936,
-      "loadAvg": [
-        0,
-        0,
-        0
-      ],
-      "osUptimeSec": 103927.093
-    },
-    "process": {
-      "durationWallMs": 7256.416,
-      "durationClockMs": 7257,
-      "cpuUserUs": 0,
-      "cpuSystemUs": 0,
-      "cpuUserMs": 0,
-      "cpuSystemMs": 0,
-      "memory": {
-        "rss": 47939584,
-        "heapTotal": 11857920,
-        "heapUsed": 8253736,
-        "external": 2468354,
-        "arrayBuffers": 29827
-      },
-      "resourceUsage": {
-        "userCPUTime": 31000,
-        "systemCPUTime": 46000,
-        "maxRSS": 46756,
-        "sharedMemorySize": 0,
-        "unsharedDataSize": 0,
-        "unsharedStackSize": 0,
-        "minorPageFault": 0,
-        "majorPageFault": 12621,
-        "swappedOut": 0,
-        "fsRead": 82,
-        "fsWrite": 0,
-        "ipcSent": 0,
-        "ipcReceived": 0,
-        "signalsCount": 0,
-        "voluntaryContextSwitches": 0,
-        "involuntaryContextSwitches": 0
-      },
-      "pid": 11604,
-      "node": "v24.13.0",
-      "processUptimeSec": 7.3238616
-    }
-  },
-  "anchor": "machine workshop",
-  "source": "JobViewer.tsx:205",
-  "batch": true,
-  "backend": "remote_router",
-  "router": "openrouter",
-  "model": "openai/gpt-5.2",
-  "labelCount": 27,
-  "llm": {
-    "created": 1774883572,
-    "id": "gen-1774883572-ewNlYlHrTdm2EMYfNeHy",
-    "model": "openai/gpt-5.2-20251211",
-    "object": "chat.completion",
-    "provider": "OpenAI",
-    "service_tier": "default",
-    "system_fingerprint": null,
-    "usage": {
-      "completion_tokens": 378,
-      "completion_tokens_details": {
-        "audio_tokens": 0,
-        "image_tokens": 0,
-        "reasoning_tokens": 50
-      },
-      "cost": 0.0059045,
-      "cost_details": {
-        "upstream_inference_completions_cost": 0.005292,
-        "upstream_inference_cost": 0.0059045,
-        "upstream_inference_prompt_cost": 0.0006125
-      },
-      "is_byok": false,
-      "prompt_tokens": 350,
-      "prompt_tokens_details": {
-        "audio_tokens": 0,
-        "cache_write_tokens": 0,
-        "cached_tokens": 0,
-        "video_tokens": 0
-      },
-      "total_tokens": 728
-    }
-  },
-  "distances": [
-    {
-      "label": "3D printing service",
-      "distance": 4.5
-    },
-    {
-      "label": "Drafting service",
-      "distance": 6.5
-    },
-    {
-      "label": "Engraver",
-      "distance": 5.5
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7.5
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 6
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5.5
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 3.5
-    },
-    {
-      "label": "Machine construction",
-      "distance": 2.5
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 2
-    },
-    {
-      "label": "Machine shop",
-      "distance": 0.2
-    },
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 2
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 1
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 5
-    },
-    {
-      "label": "Mechanic",
-      "distance": 4
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 5.5
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 4.5
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 2.5
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 3
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 4.5
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 1.5
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 1
-    },
-    {
-      "label": "Novelty store",
-      "distance": 10
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 9
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8.5
-    }
-  ],
-  "byDistance": [
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machine shop",
-      "distance": 0.2
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 1
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 1
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 1.5
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 2
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 2
-    },
-    {
-      "label": "Machine construction",
-      "distance": 2.5
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 2.5
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 3
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 3.5
-    },
-    {
-      "label": "Mechanic",
-      "distance": 4
-    },
-    {
-      "label": "3D printing service",
-      "distance": 4.5
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 4.5
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 4.5
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 5
-    },
-    {
-      "label": "Engraver",
-      "distance": 5.5
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5.5
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 5.5
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 6
-    },
-    {
-      "label": "Drafting service",
-      "distance": 6.5
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7.5
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8.5
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 9
-    },
-    {
-      "label": "Novelty store",
-      "distance": 10
-    }
-  ],
-  "rawText": "{\"items\":[{\"label\":\"3D printing service\",\"distance\":4.5},{\"label\":\"Drafting service\",\"distance\":6.5},{\"label\":\"Engraver\",\"distance\":5.5},{\"label\":\"Furniture maker\",\"distance\":7.5},{\"label\":\"Industrial engineer\",\"distance\":6.0},{\"label\":\"Industrial equipment supplier\",\"distance\":5.5},{\"label\":\"Laser cutting service\",\"distance\":3.5},{\"label\":\"Machine construction\",\"distance\":2.5},{\"label\":\"Machine repair service\",\"distance\":2.0},{\"label\":\"Machine shop\",\"distance\":0.2},{\"label\":\"Machine workshop\",\"distance\":0.0},{\"label\":\"Machinery parts manufacturer\",\"distance\":2.0},{\"label\":\"Machining manufacturer\",\"distance\":1.0},{\"label\":\"Manufacturer\",\"distance\":5.0},{\"label\":\"Mechanic\",\"distance\":4.0},{\"label\":\"Mechanical engineer\",\"distance\":5.5},{\"label\":\"Mechanical plant\",\"distance\":4.5},{\"label\":\"Metal fabricator\",\"distance\":2.5},{\"label\":\"Metal heat treating service\",\"distance\":3.0},{\"label\":\"Metal machinery supplier\",\"distance\":4.5},{\"label\":\"Metal working shop\",\"distance\":1.5},{\"label\":\"Metal workshop\",\"distance\":1.0},{\"label\":\"Novelty store\",\"distance\":10.0},{\"label\":\"Plywood supplier\",\"distance\":9.0},{\"label\":\"Sign shop\",\"distance\":7.0},{\"label\":\"Tool manufacturer\",\"distance\":3.0},{\"label\":\"Trophy shop\",\"distance\":8.5}]}",
-  "parseError": null
-}
\ No newline at end of file
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-12.md b/packages/media/cpp/tests/test-ipc-classifier__17-12.md
deleted file mode 100644
index a7f0a8a4..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-12.md
+++ /dev/null
@@ -1,137 +0,0 @@
-# Test report: test-ipc-classifier::17:12
-
-## Summary
-
-| Key | Value |
-| --- | --- |
-| Result | PASS |
-| Assertions passed | 3 |
-| Assertions failed | 0 |
-| IPC classifier | remote (KBOT_ROUTER / KBOT_IPC_MODEL) |
-| CWD | `C:\Users\zx\Desktop\polymech\polymech-mono\packages\kbot\cpp` |
-
-## Timing
-
-| Metric | Value |
-| --- | --- |
-| Started (ISO) | 2026-03-30T15:12:51.189Z |
-| Finished (ISO) | 2026-03-30T15:12:58.442Z |
-| Wall time (perf) | 7256.416 ms |
-| Wall time (clock) | 7257 ms |
-
-## Process (Node)
-
-| Metric | Value |
-| --- | --- |
-| PID | 11604 |
-| Node | v24.13.0 |
-| process.uptime() | 7.324 s |
-| CPU user (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU system (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU user (resourceUsage) | 31.000 ms |
-| CPU system (resourceUsage) | 46.000 ms |
-| Max RSS (resourceUsage) | 46 MB |
-| RSS | 46 MB (47939584 B) |
-| Heap used | 7.9 MB |
-| Heap total | 11 MB |
-| External | 2.4 MB |
-| Array buffers | 29 KB |
-
-## Host
-
-| Metric | Value |
-| --- | --- |
-| Hostname | DESKTOP-QH14L5F |
-| OS | win32 10.0.18363 |
-| Arch | x64 |
-| CPUs | 16 |
-| CPU model | AMD Ryzen 7 3700X 8-Core Processor |
-| RAM total | 64 GB |
-| RAM free | 37 GB |
-| RAM used | 27 GB |
-| Load avg (1/5/15) | 0.00 / 0.00 / 0.00 |
-| OS uptime | 28.87 h |
-
-## LLM API (provider JSON)
-
-Fields from the chat completion response except assistant message bodies (`usage`, `model`, `id`, provider-specific).
-
-### Classifier — batched kbot-ai
-
-```json
-{
-  "created": 1774883572,
-  "id": "gen-1774883572-ewNlYlHrTdm2EMYfNeHy",
-  "model": "openai/gpt-5.2-20251211",
-  "object": "chat.completion",
-  "provider": "OpenAI",
-  "service_tier": "default",
-  "system_fingerprint": null,
-  "usage": {
-    "completion_tokens": 378,
-    "completion_tokens_details": {
-      "audio_tokens": 0,
-      "image_tokens": 0,
-      "reasoning_tokens": 50
-    },
-    "cost": 0.0059045,
-    "cost_details": {
-      "upstream_inference_completions_cost": 0.005292,
-      "upstream_inference_cost": 0.0059045,
-      "upstream_inference_prompt_cost": 0.0006125
-    },
-    "is_byok": false,
-    "prompt_tokens": 350,
-    "prompt_tokens_details": {
-      "audio_tokens": 0,
-      "cache_write_tokens": 0,
-      "cached_tokens": 0,
-      "video_tokens": 0
-    },
-    "total_tokens": 728
-  }
-}
-```
-
-## Classifier batch
-
-| Key | Value |
-| --- | --- |
-| Anchor | machine workshop |
-| Label count | 27 |
-| Backend | remote_router |
-| Parse | OK |
-
-### Nearest labels (by distance)
-
-| Label | Distance |
-| --- | ---: |
-| Machine workshop | 0 |
-| Machine shop | 0.2 |
-| Machining manufacturer | 1 |
-| Metal workshop | 1 |
-| Metal working shop | 1.5 |
-| Machine repair service | 2 |
-| Machinery parts manufacturer | 2 |
-| Machine construction | 2.5 |
-| Metal fabricator | 2.5 |
-| Metal heat treating service | 3 |
-| Tool manufacturer | 3 |
-| Laser cutting service | 3.5 |
-
-## Environment (selected)
-
-| Variable | Value |
-| --- | --- |
-| `KBOT_IPC_CLASSIFIER_LLAMA` | 0 |
-| `KBOT_IPC_LLAMA_AUTOSTART` | — |
-| `KBOT_ROUTER` | openrouter |
-| `KBOT_IPC_MODEL` | openai/gpt-5.2 |
-| `KBOT_CLASSIFIER_LIMIT` | — |
-| `KBOT_CLASSIFIER_TIMEOUT_MS` | — |
-| `KBOT_CLASSIFIER_STRESS_RUNS` | — |
-| `KBOT_LLAMA_PORT` | — |
-| `KBOT_LLAMA_BASE_URL` | — |
-
----
-*Written 2026-03-30T15:12:58.442Z*
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-28.json b/packages/media/cpp/tests/test-ipc-classifier__17-28.json
deleted file mode 100644
index e341e862..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-28.json
+++ /dev/null
@@ -1,358 +0,0 @@
-{
-  "meta": {
-    "testName": "test-ipc-classifier",
-    "displayName": "test-ipc-classifier::17:28",
-    "cwd": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp",
-    "writtenAt": "2026-03-30T15:28:11.284Z",
-    "jsonFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-28.json",
-    "mdFile": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\tests\\test-ipc-classifier__17-28.md"
-  },
-  "startedAt": "2026-03-30T15:28:05.097Z",
-  "finishedAt": "2026-03-30T15:28:11.284Z",
-  "passed": 3,
-  "failed": 0,
-  "ok": true,
-  "ipcClassifierLlama": false,
-  "cli": {
-    "features": [
-      "structured"
-    ],
-    "provider": "openrouter",
-    "model": "openai/gpt-5.2",
-    "backend": "remote",
-    "stressRuns": 1,
-    "structuredOutput": true,
-    "dst": "C:\\Users\\zx\\Desktop\\polymech\\polymech-mono\\packages\\kbot\\cpp\\a.json"
-  },
-  "env": {
-    "KBOT_IPC_CLASSIFIER_LLAMA": "0",
-    "KBOT_IPC_LLAMA_AUTOSTART": null,
-    "KBOT_ROUTER": "openrouter",
-    "KBOT_IPC_MODEL": "openai/gpt-5.2",
-    "KBOT_CLASSIFIER_LIMIT": null,
-    "KBOT_CLASSIFIER_TIMEOUT_MS": null,
-    "KBOT_CLASSIFIER_STRESS_RUNS": null,
-    "KBOT_LLAMA_PORT": null,
-    "KBOT_LLAMA_BASE_URL": null
-  },
-  "metrics": {
-    "timing": {
-      "startedAt": "2026-03-30T15:28:05.097Z",
-      "finishedAt": "2026-03-30T15:28:11.284Z"
-    },
-    "host": {
-      "hostname": "DESKTOP-QH14L5F",
-      "platform": "win32",
-      "arch": "x64",
-      "release": "10.0.18363",
-      "cpuCount": 16,
-      "cpuModel": "AMD Ryzen 7 3700X 8-Core Processor",
-      "totalMemBytes": 68599971840,
-      "freeMemBytes": 39067930624,
-      "usedMemBytes": 29532041216,
-      "loadAvg": [
-        0,
-        0,
-        0
-      ],
-      "osUptimeSec": 104839.937
-    },
-    "process": {
-      "durationWallMs": 6189.389,
-      "durationClockMs": 6190,
-      "cpuUserUs": 0,
-      "cpuSystemUs": 15000,
-      "cpuUserMs": 0,
-      "cpuSystemMs": 15,
-      "memory": {
-        "rss": 47976448,
-        "heapTotal": 11857920,
-        "heapUsed": 8264832,
-        "external": 2475562,
-        "arrayBuffers": 37035
-      },
-      "resourceUsage": {
-        "userCPUTime": 46000,
-        "systemCPUTime": 46000,
-        "maxRSS": 46728,
-        "sharedMemorySize": 0,
-        "unsharedDataSize": 0,
-        "unsharedStackSize": 0,
-        "minorPageFault": 0,
-        "majorPageFault": 12579,
-        "swappedOut": 0,
-        "fsRead": 84,
-        "fsWrite": 0,
-        "ipcSent": 0,
-        "ipcReceived": 0,
-        "signalsCount": 0,
-        "voluntaryContextSwitches": 0,
-        "involuntaryContextSwitches": 0
-      },
-      "pid": 5940,
-      "node": "v24.13.0",
-      "processUptimeSec": 6.254782
-    }
-  },
-  "anchor": "machine workshop",
-  "source": "JobViewer.tsx:205",
-  "batch": true,
-  "backend": "remote_router",
-  "router": "openrouter",
-  "model": "openai/gpt-5.2",
-  "labelCount": 27,
-  "llm": {
-    "created": 1774884486,
-    "id": "gen-1774884486-SsTksASvnvqh3oeuahen",
-    "model": "openai/gpt-5.2-20251211",
-    "object": "chat.completion",
-    "provider": "OpenAI",
-    "service_tier": "default",
-    "system_fingerprint": null,
-    "usage": {
-      "completion_tokens": 408,
-      "completion_tokens_details": {
-        "audio_tokens": 0,
-        "image_tokens": 0,
-        "reasoning_tokens": 80
-      },
-      "cost": 0.0063245,
-      "cost_details": {
-        "upstream_inference_completions_cost": 0.005712,
-        "upstream_inference_cost": 0.0063245,
-        "upstream_inference_prompt_cost": 0.0006125
-      },
-      "is_byok": false,
-      "prompt_tokens": 350,
-      "prompt_tokens_details": {
-        "audio_tokens": 0,
-        "cache_write_tokens": 0,
-        "cached_tokens": 0,
-        "video_tokens": 0
-      },
-      "total_tokens": 758
-    }
-  },
-  "distances": [
-    {
-      "label": "3D printing service",
-      "distance": 6
-    },
-    {
-      "label": "Drafting service",
-      "distance": 7
-    },
-    {
-      "label": "Engraver",
-      "distance": 6.5
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7.5
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 7
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5.5
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 4.5
-    },
-    {
-      "label": "Machine construction",
-      "distance": 3
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 2.5
-    },
-    {
-      "label": "Machine shop",
-      "distance": 0.2
-    },
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 2
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 1.5
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 6
-    },
-    {
-      "label": "Mechanic",
-      "distance": 5
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 6.5
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 3.5
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 2
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 3.5
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 5
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 1
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 1.2
-    },
-    {
-      "label": "Novelty store",
-      "distance": 10
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 9.5
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7.5
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8
-    }
-  ],
-  "byDistance": [
-    {
-      "label": "Machine workshop",
-      "distance": 0
-    },
-    {
-      "label": "Machine shop",
-      "distance": 0.2
-    },
-    {
-      "label": "Metal working shop",
-      "distance": 1
-    },
-    {
-      "label": "Metal workshop",
-      "distance": 1.2
-    },
-    {
-      "label": "Machining manufacturer",
-      "distance": 1.5
-    },
-    {
-      "label": "Machinery parts manufacturer",
-      "distance": 2
-    },
-    {
-      "label": "Metal fabricator",
-      "distance": 2
-    },
-    {
-      "label": "Machine repair service",
-      "distance": 2.5
-    },
-    {
-      "label": "Machine construction",
-      "distance": 3
-    },
-    {
-      "label": "Tool manufacturer",
-      "distance": 3
-    },
-    {
-      "label": "Mechanical plant",
-      "distance": 3.5
-    },
-    {
-      "label": "Metal heat treating service",
-      "distance": 3.5
-    },
-    {
-      "label": "Laser cutting service",
-      "distance": 4.5
-    },
-    {
-      "label": "Mechanic",
-      "distance": 5
-    },
-    {
-      "label": "Metal machinery supplier",
-      "distance": 5
-    },
-    {
-      "label": "Industrial equipment supplier",
-      "distance": 5.5
-    },
-    {
-      "label": "3D printing service",
-      "distance": 6
-    },
-    {
-      "label": "Manufacturer",
-      "distance": 6
-    },
-    {
-      "label": "Engraver",
-      "distance": 6.5
-    },
-    {
-      "label": "Mechanical engineer",
-      "distance": 6.5
-    },
-    {
-      "label": "Drafting service",
-      "distance": 7
-    },
-    {
-      "label": "Industrial engineer",
-      "distance": 7
-    },
-    {
-      "label": "Furniture maker",
-      "distance": 7.5
-    },
-    {
-      "label": "Sign shop",
-      "distance": 7.5
-    },
-    {
-      "label": "Trophy shop",
-      "distance": 8
-    },
-    {
-      "label": "Plywood supplier",
-      "distance": 9.5
-    },
-    {
-      "label": "Novelty store",
-      "distance": 10
-    }
-  ],
-  "rawText": "{\"items\":[{\"label\":\"3D printing service\",\"distance\":6.0},{\"label\":\"Drafting service\",\"distance\":7.0},{\"label\":\"Engraver\",\"distance\":6.5},{\"label\":\"Furniture maker\",\"distance\":7.5},{\"label\":\"Industrial engineer\",\"distance\":7.0},{\"label\":\"Industrial equipment supplier\",\"distance\":5.5},{\"label\":\"Laser cutting service\",\"distance\":4.5},{\"label\":\"Machine construction\",\"distance\":3.0},{\"label\":\"Machine repair service\",\"distance\":2.5},{\"label\":\"Machine shop\",\"distance\":0.2},{\"label\":\"Machine workshop\",\"distance\":0.0},{\"label\":\"Machinery parts manufacturer\",\"distance\":2.0},{\"label\":\"Machining manufacturer\",\"distance\":1.5},{\"label\":\"Manufacturer\",\"distance\":6.0},{\"label\":\"Mechanic\",\"distance\":5.0},{\"label\":\"Mechanical engineer\",\"distance\":6.5},{\"label\":\"Mechanical plant\",\"distance\":3.5},{\"label\":\"Metal fabricator\",\"distance\":2.0},{\"label\":\"Metal heat treating service\",\"distance\":3.5},{\"label\":\"Metal machinery supplier\",\"distance\":5.0},{\"label\":\"Metal working shop\",\"distance\":1.0},{\"label\":\"Metal workshop\",\"distance\":1.2},{\"label\":\"Novelty store\",\"distance\":10.0},{\"label\":\"Plywood supplier\",\"distance\":9.5},{\"label\":\"Sign shop\",\"distance\":7.5},{\"label\":\"Tool manufacturer\",\"distance\":3.0},{\"label\":\"Trophy shop\",\"distance\":8.0}]}",
-  "parseError": null
-}
\ No newline at end of file
diff --git a/packages/media/cpp/tests/test-ipc-classifier__17-28.md b/packages/media/cpp/tests/test-ipc-classifier__17-28.md
deleted file mode 100644
index d62c9124..00000000
--- a/packages/media/cpp/tests/test-ipc-classifier__17-28.md
+++ /dev/null
@@ -1,137 +0,0 @@
-# Test report: test-ipc-classifier::17:28
-
-## Summary
-
-| Key | Value |
-| --- | --- |
-| Result | PASS |
-| Assertions passed | 3 |
-| Assertions failed | 0 |
-| IPC classifier | remote (KBOT_ROUTER / KBOT_IPC_MODEL) |
-| CWD | `C:\Users\zx\Desktop\polymech\polymech-mono\packages\kbot\cpp` |
-
-## Timing
-
-| Metric | Value |
-| --- | --- |
-| Started (ISO) | 2026-03-30T15:28:05.097Z |
-| Finished (ISO) | 2026-03-30T15:28:11.284Z |
-| Wall time (perf) | 6189.389 ms |
-| Wall time (clock) | 6190 ms |
-
-## Process (Node)
-
-| Metric | Value |
-| --- | --- |
-| PID | 5940 |
-| Node | v24.13.0 |
-| process.uptime() | 6.255 s |
-| CPU user (process.cpuUsage Δ) | 0.000 ms (0 µs) |
-| CPU system (process.cpuUsage Δ) | 15.000 ms (15000 µs) |
-| CPU user (resourceUsage) | 46.000 ms |
-| CPU system (resourceUsage) | 46.000 ms |
-| Max RSS (resourceUsage) | 46 MB |
-| RSS | 46 MB (47976448 B) |
-| Heap used | 7.9 MB |
-| Heap total | 11 MB |
-| External | 2.4 MB |
-| Array buffers | 36 KB |
-
-## Host
-
-| Metric | Value |
-| --- | --- |
-| Hostname | DESKTOP-QH14L5F |
-| OS | win32 10.0.18363 |
-| Arch | x64 |
-| CPUs | 16 |
-| CPU model | AMD Ryzen 7 3700X 8-Core Processor |
-| RAM total | 64 GB |
-| RAM free | 36 GB |
-| RAM used | 28 GB |
-| Load avg (1/5/15) | 0.00 / 0.00 / 0.00 |
-| OS uptime | 29.12 h |
-
-## LLM API (provider JSON)
-
-Fields from the chat completion response except assistant message bodies (`usage`, `model`, `id`, provider-specific).
-
-### Classifier — batched kbot-ai
-
-```json
-{
-  "created": 1774884486,
-  "id": "gen-1774884486-SsTksASvnvqh3oeuahen",
-  "model": "openai/gpt-5.2-20251211",
-  "object": "chat.completion",
-  "provider": "OpenAI",
-  "service_tier": "default",
-  "system_fingerprint": null,
-  "usage": {
-    "completion_tokens": 408,
-    "completion_tokens_details": {
-      "audio_tokens": 0,
-      "image_tokens": 0,
-      "reasoning_tokens": 80
-    },
-    "cost": 0.0063245,
-    "cost_details": {
-      "upstream_inference_completions_cost": 0.005712,
-      "upstream_inference_cost": 0.0063245,
-      "upstream_inference_prompt_cost": 0.0006125
-    },
-    "is_byok": false,
-    "prompt_tokens": 350,
-    "prompt_tokens_details": {
-      "audio_tokens": 0,
-      "cache_write_tokens": 0,
-      "cached_tokens": 0,
-      "video_tokens": 0
-    },
-    "total_tokens": 758
-  }
-}
-```
-
-## Classifier batch
-
-| Key | Value |
-| --- | --- |
-| Anchor | machine workshop |
-| Label count | 27 |
-| Backend | remote_router |
-| Parse | OK |
-
-### Nearest labels (by distance)
-
-| Label | Distance |
-| --- | ---: |
-| Machine workshop | 0 |
-| Machine shop | 0.2 |
-| Metal working shop | 1 |
-| Metal workshop | 1.2 |
-| Machining manufacturer | 1.5 |
-| Machinery parts manufacturer | 2 |
-| Metal fabricator | 2 |
-| Machine repair service | 2.5 |
-| Machine construction | 3 |
-| Tool manufacturer | 3 |
-| Mechanical plant | 3.5 |
-| Metal heat treating service | 3.5 |
-
-## Environment (selected)
-
-| Variable | Value |
-| --- | --- |
-| `KBOT_IPC_CLASSIFIER_LLAMA` | 0 |
-| `KBOT_IPC_LLAMA_AUTOSTART` | — |
-| `KBOT_ROUTER` | openrouter |
-| `KBOT_IPC_MODEL` | openai/gpt-5.2 |
-| `KBOT_CLASSIFIER_LIMIT` | — |
-| `KBOT_CLASSIFIER_TIMEOUT_MS` | — |
-| `KBOT_CLASSIFIER_STRESS_RUNS` | — |
-| `KBOT_LLAMA_PORT` | — |
-| `KBOT_LLAMA_BASE_URL` | — |
-
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-*Written 2026-03-30T15:28:11.284Z*