fix(content-detector): detect and compress space-separated JSON objects - #1742
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PR governanceThis PR follows the template and is marked ready for human review. |
Web search tools (SerpAPI, Tavily, custom backends) commonly return
back-to-back JSON objects separated by whitespace ({...} {...} {...})
rather than a JSON array. detect_content_type only treated input
starting with [ as JSON_ARRAY, so this shape fell through to PLAIN_TEXT
and SmartCrusher passed it through at 0% compression.
The detector now recognizes a run of >=2 whitespace-separated JSON
objects as JSON_ARRAY, and SmartCrusher normalizes that shape to a real
array before crushing. Measured ~34% byte reduction on a 100-result
web_search payload that previously compressed 0%.
Closes headroomlabs-ai#1741
a216a05 to
35b973a
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Hey @JerrettDavis! This is a fix for issue #1741, and it already implements the fix you recommended in your review on #1753 (normalize to a JSON array before SmartCrusher).
Happy to add any other fixes as needed to make it ready for merge! |
JerrettDavis
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This version of the concatenated-JSON fix has the right guardrails: it requires at least two top-level dicts, rejects prose/scalars between objects, normalizes to a real JSON array before SmartCrusher, and leaves single JSON objects alone. Branch needs conflict resolution before merge, but I do not see a code blocker.
|
Hey @JerrettDavis ! I've resolved the conflict that was present earlier. You can go ahead and merge. |
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Reviewed the follow-up for whitespace-separated JSON objects. The raw decoder is conservative: it accepts only a clean run of two or more top-level dict objects, exposes the same JSON_ARRAY metadata through detect_content_type / is_json_array_of_dicts, and normalizes the shape before SmartCrusher. This addresses the web-search payload case without broadening plain-text detection too far. Looks good.
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@JerrettDavis The merge conflicts are because of the changelog being updated. Is that something you can fix when you are ready to merge? I resolved yesterday, but I guess something else has been merged that updates the changelog. Anyways, the conflict can be resolved by accepting both changes. |
🤖 I have created a release *beep* *boop* --- <details><summary>0.31.0</summary> ## [0.31.0](v0.30.0...v0.31.0) (2026-07-09) ### Features * **cache:** provider-agnostic cache-mode delta + cc-agnostic prefix comparison ([#1868](#1868)) ([7c2f0ea](7c2f0ea)) * **ccr:** wire retrieve-tool interception into OpenAI Responses handler ([#1898](#1898)) ([62cd307](62cd307)) * **compression:** add audit-safe mode with protected pattern matching ([#1899](#1899)) ([bb112dd](bb112dd)) * **content-router:** accept any real compression (remove min-savings floor) ([#1771](#1771)) ([6c31db9](6c31db9)) * **content-router:** lossless-first dispatch, cross-turn dedup, and A7 lossy-after-fold ([#1818](#1818)) ([60af15f](60af15f)) * **proxy:** add provider-only HTTP proxy ([#1807](#1807)) ([ebe0a3b](ebe0a3b)) * **proxy:** add turn-hook extension point for buffered model turns ([#1891](#1891)) ([ec950f7](ec950f7)) ### Bug Fixes * **build:** enable Intel macOS pip installs via ort-load-dynamic ([#1538](#1538)) ([32ce99e](32ce99e)) * **cache:** avoid fallback session collisions ([#1827](#1827)) ([0f606b6](0f606b6)) * **ccr:** make expired retrieve misses terminal ([#1781](#1781)) ([9cbdba4](9cbdba4)) * **ccr:** preserve Anthropic re-stream shape ([#1854](#1854)) ([f663894](f663894)) * **ccr:** preserve thinking blocks in buffered stream re-synthesis ([#1897](#1897)) ([ede085c](ede085c)) * **cli/proxy:** preserve explicit HEADROOM_MIN_TOKENS=0 / MAX_ITEMS=0 ([#1886](#1886)) ([3a33af1](3a33af1)) * **code-compressor:** CJK-aware relevance-query symbol matching ([#1747](#1747)) ([b38315c](b38315c)) * **codex:** discover updated Codex state stores ([#1889](#1889)) ([9d42eba](9d42eba)) * **codex:** OpenCode Zen telemetry attribution ([#1648](#1648)) ([f18c6bd](f18c6bd)) * **content-detector:** detect and compress space-separated JSON objects ([#1742](#1742)) ([5194bdc](5194bdc)) * **content-router:** token-measure lossless folds at the acceptance gate ([#1772](#1772)) ([c5493ea](c5493ea)) * **copilot:** normalize subscription routing host ([#1836](#1836)) ([afd9cbd](afd9cbd)) * **copilot:** route mixed-model requests per model ([#1785](#1785)) ([5af5e22](5af5e22)) * **dashboard:** deduplicate repeated savings metrics ([#1804](#1804)) ([88f935a](88f935a)) * **dashboard:** distinguish unavailable RTK from zero stats in Docker ([#1900](#1900)) ([87f6e93](87f6e93)) * **dashboard:** distinguish unavailable RTK from zero stats in Docker ([#1901](#1901)) ([361adcd](361adcd)) * **dashboard:** price proxy savings without litellm ([#1728](#1728)) ([188e382](188e382)) * detect and clear stale ANTHROPIC_BASE_URL from crashed wrap sessions ([#1768](#1768)) ([#1837](#1837)) ([84509a4](84509a4)) * **docker:** persist headroom workspace in compose ([#1839](#1839)) ([5e29c06](5e29c06)) * **docker:** report source build version ([#1862](#1862)) ([3807488](3807488)) * **evals:** default unparseable judge scores below pass threshold ([#1892](#1892)) ([42ebbc6](42ebbc6)) * **install:** pass sc.exe create as raw command line so binPath= quoting survives ([#1654](#1654)) ([#1702](#1702)) ([d6e0710](d6e0710)) * **install:** persist --no-http2 override through install apply ([#1676](#1676)) ([6fb5f3b](6fb5f3b)) * **mcp:** isolate ClaudeRegistrar CLI config env ([#1888](#1888)) ([1c947b1](1c947b1)) * **mcp:** surface dead proxy state ([#1786](#1786)) ([931eed8](931eed8)) * **memory:** resolve Trae cwd metadata from user reminders ([#1737](#1737)) ([#1887](#1887)) ([3e85eb1](3e85eb1)) * **opencode:** use local MCP config ([#1383](#1383)) ([4bd3ddf](4bd3ddf)) * **proxy/openai:** thread savings-profile kwargs into chat completions ([#1606](#1606)) ([7ff842d](7ff842d)) * **proxy/openai:** translate max_tokens -> max_completion_tokens on chat path ([#1774](#1774)) ([285808b](285808b)) * **proxy:** bound Codex WS compression fallback latency ([#1802](#1802)) ([d24a3f8](d24a3f8)) * **proxy:** bound HF tokenizer load and offload token counting off event loop ([#1738](#1738)) ([46d5d68](46d5d68)) * **proxy:** cancel retry backoff on shutdown ([#1834](#1834)) ([da2d8dc](da2d8dc)) * **proxy:** compress Anthropic user text blocks when enabled ([#1875](#1875)) ([e36439a](e36439a)) * **proxy:** freeze must forward cached (compressed) prefix byte-identical — stop token-mode cache busting ([#1850](#1850)) ([248ae0f](248ae0f)) * **proxy:** fsync savings dir after atomic rename ([#1764](#1764)) ([7de2c1e](7de2c1e)) * **proxy:** keep cache_control bounded + stable so the freeze overlay stops busting ([#1852](#1852)) ([4820134](4820134)) * **proxy:** persist lifetime cache-read savings across restarts ([#1665](#1665)) ([908997e](908997e)) * **proxy:** preserve streaming passthrough beta headers ([#1783](#1783)) ([0f553a8](0f553a8)) * **proxy:** release _active_streams session lock on setup-phase errors ([#1864](#1864)) ([2ccd831](2ccd831)) * **proxy:** retry HTTP/2 stream resets instead of 502ing ([#1645](#1645)) ([2ce19c2](2ce19c2)) * **proxy:** retry passthrough on transient upstream connection close ([#1513](#1513)) ([5d14080](5d14080)) * **proxy:** route Foundry Anthropic messages ([#1878](#1878)) ([739f654](739f654)) * **proxy:** serve /favicon.ico locally instead of tunneling upstream ([#1787](#1787)) ([#1847](#1847)) ([3076e32](3076e32)) * **proxy:** stop rtk stat failures from corrupting session baseline ([#1693](#1693)) ([681b9a8](681b9a8)) * **proxy:** strip 1m model suffix before upstream forwarding ([#1840](#1840)) ([e22d745](e22d745)) * **proxy:** subtract cache write premiums from net savings ([#1800](#1800)) ([53a465b](53a465b)) * **router:** honor MCP aliases in excluded tools ([#1822](#1822)) ([#1863](#1863)) ([140d6e4](140d6e4)) * **rtk:** link managed rtk onto PATH instead of mutating the hook ([#1698](#1698)) ([140cb05](140cb05)) * **streaming:** preserve server_tool_use sse blocks ([#1826](#1826)) ([4ac5493](4ac5493)) * **toin:** publish skip compression recommendations ([#1782](#1782)) ([be51008](be51008)) * **transforms:** normalize diff compressor context ([#1801](#1801)) ([838c523](838c523)) * **transforms:** pass through ragged tables instead of misaligning columns ([#1713](#1713)) ([c7665ca](c7665ca)) * use rtk native Cursor hook instead of injecting .cursorrules ([#756](#756)) ([#1846](#1846)) ([1573f1f](1573f1f)) * **wrap:** replace stale-proxy detection with Vite-style port fallback ([#1406](#1406)) ([b4205c6](b4205c6)) ### Performance Improvements * **proxy:** cap compression workers to CPU count ([#1803](#1803)) ([0a3851b](0a3851b)) * **savings:** batch tracker persistence off the request hot path ([#1817](#1817)) ([451b9f0](451b9f0)) ### Dependencies * bump the cargo-minor-patch group across 1 directory with 7 updates ([#1909](#1909)) ([45601d9](45601d9)) * bump the npm-minor-patch group across 4 directories with 18 updates ([#1907](#1907)) ([8872bbc](8872bbc)) </details> --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(proxy/openai): thread savings-profile kwargs into chat completions (#1606)
## Description
OpenAI-compatible `/v1/chat/completions` requests didn't receive the
same proxy
savings/profile kwargs as the other compression paths. The live chat
handler
(`handle_openai_chat` in `headroom/proxy/handlers/openai.py`) called
`openai_pipeline.apply()` with only `model_limit` / `context` /
`frozen_message_count` / `biases` / `compression_policy` — it never
passed
`proxy_pipeline_kwargs(self.config)`.
So when the proxy runs with `HEADROOM_SAVINGS_PROFILE=agent-90`, the
effective
config reports user/system-message compression and `target_ratio=0.10`,
but the
real chat path silently dropped all of it. OpenAI-compatible clients
such as
OpenCode kept protecting user messages and missed the configured
profile.
For contrast, `handlers/anthropic.py` passes
`**proxy_pipeline_kwargs(self.config)`
to every `apply()` call, and so does the dedicated OpenAI compress
endpoint in
this same module — only the two chat-completions `apply()` sites were
missing it.
Closes #1534
## Fix
Add `**proxy_pipeline_kwargs(self.config)` to both chat-path `apply()`
calls (the
token-mode branch and the non-token branch):
```python
lambda: self.openai_pipeline.apply(
messages=messages,
model=model,
model_limit=context_limit,
context=extract_user_query(messages),
frozen_message_count=openai_frozen_count,
biases=_hook_biases,
compression_policy=compression_policy,
**proxy_pipeline_kwargs(self.config), # ← added
)
```
`proxy_pipeline_kwargs` is already imported in the module and is the
exact
helper the Anthropic handler and the OpenAI compress endpoint use, so
the chat
path now matches them.
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
## Changes Made
- `headroom/proxy/handlers/openai.py`: pass
`**proxy_pipeline_kwargs(self.config)` on both `apply()` call sites in
`handle_openai_chat` (token-mode and non-token branches).
- `tests/test_proxy/test_openai_chat_savings_profile.py`: new regression
test driving the chat handler with `savings_profile="agent-90"` and
asserting the profile knobs reach `apply()`.
- `CHANGELOG.md`: Bug Fixes entry under Unreleased.
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
The new test drives the real chat handler through the `create_app` +
`TestClient`
harness with a recording `apply()` stub. Before the fix it captures
exactly the
five kwargs the issue describes (no profile knobs); after the fix the
profile
knobs are present:
```text
# before the fix (openai.py reverted, test kept)
E AssertionError: assert None is True
E + where None = {...}.get('compress_user_messages')
# captured kwargs were: biases, compression_policy, messages, model,
# model_limit, context, frozen_message_count — no profile knobs
FAILED tests/test_proxy/test_openai_chat_savings_profile.py::test_chat_completions_threads_savings_profile_kwargs_into_apply
# after the fix
tests\test_proxy\test_openai_chat_savings_profile.py .
======================== 1 passed, 1 warning in 39.44s ========================
```
No regression in the existing chat backend-path suite:
```text
$ uv run pytest tests/test_proxy/test_openai_backend_path.py
======================== 5 passed, 1 warning in 15.78s ========================
$ uv run ruff check headroom/proxy/handlers/openai.py tests/test_proxy/test_openai_chat_savings_profile.py
All checks passed!
```
## Real Behavior Proof
- Environment: Windows 11, Python 3.12.11, headroom built from this
branch (`uv sync --extra dev`), proxy config
`savings_profile="agent-90"`, `optimize=True`, `backend="anyllm"` with a
mocked OpenAI upstream.
- Exact command / steps: started the app with `create_app(config)`,
replaced `proxy.openai_pipeline.apply` with a recording stub, and POSTed
a real `/v1/chat/completions` request with a large user message so the
compression decision fires. Inspected the kwargs the handler actually
passed to `apply()`.
- Observed result: before the fix the recorded `apply()` kwargs were
`{biases, compression_policy, messages, model, model_limit, context,
frozen_message_count}` — no profile knobs. After the fix the same call
also carries `compress_user_messages=True`,
`compress_system_messages=True`, `target_ratio=0.10`,
`min_tokens_to_compress=120` (the agent-90 profile), matching the
issue's "Expected".
- Not tested: did not stand up a real OpenAI/OpenCode upstream
end-to-end (no live key in this environment); the upstream is mocked and
the assertion is on the kwargs the proxy threads into the compression
pipeline, which is exactly what the bug was about. Did not run the full
`mypy headroom` pass (two-line kwarg addition, no new types).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [x] I have updated the CHANGELOG.md if applicable
## Additional Notes
- Two-line change plus comments; no new dependencies. Reuses the
existing `proxy_pipeline_kwargs` helper, so behavior is consistent
across Anthropic, the OpenAI compress endpoint, and now the OpenAI chat
path.
- @chopratejas flagging you for review — this aligns the OpenAI chat
path with the savings-profile handling the other providers already had.
Co-authored-by: JD Davis <mxjerrett@gmail.com>
* fix(proxy): retry HTTP/2 stream resets instead of 502ing (#1645)
## Description
Under concurrent load with large request bodies, `/v1/messages` returns
**HTTP 502**. A single upstream HTTP/2 stream reset poisons the shared
h2 connection and raises `RemoteProtocolError` (`StreamReset`) /
`LocalProtocolError` on every other in-flight stream:
```
ERROR [hr_...] Request failed: RemoteProtocolError: <StreamReset stream_id:35, error_code:1, remote_reset:True>
ERROR [hr_...] Request failed: LocalProtocolError: 39
INFO event=proxy_inbound_response ... status=502 duration_ms=78712
```
These are transport errors, but they weren't in the proxy's retry paths
— the non-streaming `_retry_request` caught `(ConnectError,
TimeoutException, HTTPStatusError)` and the streaming connect loop
caught `(ConnectError, ConnectTimeout, PoolTimeout)`. So a stream reset
skipped retry entirely and fell through to the broad handler catch as a
`502`, with no reconnect.
This broadens both retry paths to treat any `httpx.TransportError` —
which includes the h2 `Local`/`RemoteProtocolError` — as retryable, so
the poisoned connection is dropped and the request re-sent on a fresh
one.
Closes #1639
> Scope note: the issue also mentions `HEADROOM_HTTP2` being ignored on
the `headroom install agent run` launch path. That's a separate
config-plumbing gap; I've kept this PR to the 502-cascade fix (which
makes the chain self-recover regardless of the env workaround) and am
happy to follow up on the env plumbing separately.
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
## Changes Made
- `headroom/proxy/server.py` (`_retry_request`): the retry `except` now
catches `(httpx.TransportError, httpx.HTTPStatusError)` instead of
`(ConnectError, TimeoutException, HTTPStatusError)`. `TransportError` is
the common base of ConnectError, the timeout family, and the
protocol/network errors — so h2 stream resets are retried with backoff.
- `headroom/proxy/handlers/streaming.py`: the streaming connect-retry
loop and its terminal handler now catch `httpx.TransportError`. The
retry runs before any body byte is forwarded to the client (only
`build_request` + `send(stream=True)` are inside the loop), so
re-sending is safe. On exhaustion the terminal handler still emits a
clean `event: error` SSE instead of letting the reset bubble up as a
502. The mid-stream handler was left as-is (already covered by its
`except Exception`, and not safe to retry once bytes have been sent).
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [x] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
$ pytest tests/test_h2_stream_reset_retry.py -q
4 passed
$ pytest tests/test_proxy_streaming_resilience.py tests/test_mid_turn_steering.py \
tests/test_proxy_streaming_ratelimit_headers.py tests/test_streaming_usage_parser.py \
tests/test_proxy_byte_faithful_forwarding.py -q
87 passed, 1 skipped
$ ruff check <changed files> && ruff format --check <changed files>
All checks passed! / 3 files already formatted
$ mypy headroom/proxy/server.py headroom/proxy/handlers/streaming.py --ignore-missing-imports
Success: no issues found in 2 source files
```
## Real Behavior Proof
- Environment: macOS (arm64), Python 3.14 venv, editable install of this
branch.
- Exact command / steps: ran `pytest
tests/test_h2_stream_reset_retry.py` — the tests drive the real
`_retry_request` and `_stream_response` with `http_client.post` /
`http_client.send` set to raise `httpx.RemoteProtocolError("<StreamReset
...>")` on the first attempt and return a good response on the second.
- Observed result: non-streaming — the request is retried and returns
the `200` response (`post` awaited twice); on unconditional resets it
re-raises after `retry_max_attempts` (no silent hang). Streaming — the
reset on `send()` is retried and the upstream SSE (`message_start`…) is
forwarded with no `connection_error` event (`send` awaited twice); on
repeated resets a clean `event: error` SSE is emitted rather than a
crash/502. Before this change the same `RemoteProtocolError` was
uncaught and propagated to the `502` handler.
- Not tested: a live 10-session concurrent-load repro against a real
Anthropic h2 endpoint — reproduced deterministically at the retry
boundary with an injected `RemoteProtocolError` instead.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Additional Notes
Retrying a stream reset re-sends the (potentially large) body, but that
is bounded by the existing `retry_max_attempts` + jittered backoff and
only happens before the first client byte — the same contract the
existing connect-error retry already relied on. This is complementary
to, not a replacement for, an operator forcing HTTP/1.1; it makes the
default h2 path self-heal from transient resets.
Co-authored-by: JerrettDavis <mxjerrett@gmail.com>
* fix(codex): OpenCode Zen telemetry attribution (#1648)
## Description
Fixes #1602.
OpenCode Zen custom-base requests can reach Headroom through the generic
passthrough path, but that route was not supplying endpoint/provider
metadata for Zen chat completions. This made forwarded Zen traffic
invisible in dashboard provider, usage, and token telemetry.
Closes #1602
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- Added a narrow OpenCode Zen custom-base classifier for `POST
/zen/v1/chat/completions` on `opencode.ai` and `www.opencode.ai`.
- Passed `endpoint_name="chat/completions"` and `provider="zen"` into
catch-all passthrough telemetry for matching Zen traffic.
- Attributed normalized OpenCode transport traffic
(`/v1/chat/completions` with `x-headroom-original-path:
/zen/v1/chat/completions`) to `zen` for request outcomes while keeping
the OpenAI parser path unchanged.
- Added coverage for direct catch-all routing, normalized original-path
routing, token usage outcome recording, and false-positive paths like
`/mcp/v1/chat/completions`, `/npm/v1/chat/completions`, and
`/context7/v1/chat/completions`.
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [ ] Manual testing performed
### Test Output
```text
$ rtk pytest tests/test_custom_base_passthrough_telemetry.py -q
Pytest: 4 passed
$ rtk uvx --from ruff==0.15.17 ruff check headroom/proxy/handlers/openai.py headroom/providers/proxy_routes.py tests/test_custom_base_passthrough_telemetry.py tests/test_provider_proxy_routes.py tests/test_proxy/test_openai_transport_path_prefix.py
All checks passed!
$ rtk uvx --from ruff==0.15.17 ruff format --check headroom/proxy/handlers/openai.py headroom/providers/proxy_routes.py tests/test_custom_base_passthrough_telemetry.py tests/test_provider_proxy_routes.py tests/test_proxy/test_openai_transport_path_prefix.py
5 files already formatted
$ rtk /Library/Frameworks/Python.framework/Versions/3.13/bin/python3 -m py_compile headroom/proxy/handlers/openai.py headroom/providers/proxy_routes.py tests/test_custom_base_passthrough_telemetry.py tests/test_provider_proxy_routes.py tests/test_proxy/test_openai_transport_path_prefix.py
# passed
$ rtk git diff --check
# passed
```
GitHub Actions also passed after the final push, including CI, Docker
native/wrap/init E2E, security, lint, and PR governance.
## Real Behavior Proof
- Environment: local worktree on macOS plus GitHub Actions for PR #1648.
- Exact command / steps: ran focused pytest coverage for Zen passthrough
telemetry, Ruff check/format validation on touched files, Python compile
validation, `git diff --check`, and waited for the full GitHub Actions
rollup.
- Observed result: Zen custom-base chat completions now record request
outcomes as provider `zen` with endpoint `chat/completions`;
false-positive OpenCode paths remain unattributed to Zen; GitHub checks
are green.
- Not tested: full local test suite did not collect in this worktree
because the native `headroom._core` extension is not installed. `rtk npm
--prefix plugins/opencode test` is also blocked locally because `vitest`
is not installed in `plugins/opencode/node_modules`.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable
## Screenshots (if applicable)
N/A
## Additional Notes
The documentation and CHANGELOG checklist items are not applicable for
this narrow telemetry bug fix. No new comments were added because the
code path is covered by narrowly named helper/test cases.
* fix(proxy): persist lifetime cache-read savings across restarts (#1665)
## Description
Cache-mode deployments lose their primary savings metric on every proxy
restart. Savings in cache mode come from provider prefix-cache reads,
but
those totals are tracked only in process memory (`PrefixCacheTracker` +
`PrometheusMetrics` counters): `proxy_savings.json` accumulates
compression
savings exclusively, so a cache-mode instance's persisted lifetime stays
near zero while the number the operator watches grows in RAM. Any
restart
(including the restart every upgrade requires) zeroes it.
Observed in the field on a self-hosted cache-mode instance (1.29B
lifetime
input tokens over 13 days): ~400M tokens of displayed cache savings
dropped
to the durable-only figures after an upgrade restart, unrecoverable
because
they were never written to disk.
This PR persists lifetime cache-read savings (tokens + USD) in the
existing
SavingsTracker store and points every lifetime-savings surface
(dashboard
cache tile, `headroom_stats` MCP summary, `headroom doctor`) at the
persisted value.
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
## Changes Made
- `SavingsTracker` accumulates `cache_read_tokens` and
`cache_savings_usd`
into the persisted `lifetime` and `display_session` blocks
(`record_request` already received the per-request cache counts from the
outcome funnel; they were only used for cost estimation).
- New `_estimate_cache_savings_usd` prices the saving as the litellm
discount delta (`input_cost_per_token - cache_read_input_token_cost`),
failing open to 0.0 for unpriced models while tokens still accumulate.
The deliberate divergence from `proxy/cost.py`'s session-scoped provider
multipliers is documented in the helper docstring.
- `SCHEMA_VERSION` 3 -> 4, additive: the tolerant loader coerces missing
fields to zero, so v3 files load unchanged (covered by tests, both
directions). `_normalize_display_session` gains the fields so an active
session reloaded from an older file cannot drop them.
- `_coerce_int`/`_coerce_float` hardened against bare `Infinity`/`NaN`
in a
corrupted state file (uncaught `OverflowError` on startup; NaN is
absorbing under `+=` and would brick an accumulator).
- Dashboard: "Cache Reads (lifetime)" tile binds to
`persistent_savings.lifetime`; the Prefix Cache Impact card renders
after
a zero-traffic restart (new `cacheSessionActive` getter), session-scoped
tiles show "no activity since restart", and the dollar line gets the
hero tile's three-way zero-state.
- `headroom_stats` MCP summary and `headroom doctor` surface the new
lifetime cache fields alongside the compression figures they already
render, keeping agent/CLI parity with the dashboard.
- New Playwright test pins the restart-survival card behavior; the
existing savings suites gain 8 unit tests (restart survival, v3
tolerance, stateless, session-reload guard, pricing formula + fallbacks,
non-finite state coercion, rollover).
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [x] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
tests/test_proxy_savings_history.py tests/test_proxy_project_savings.py
tests/test_ccr_mcp_server.py tests/test_cli_doctor.py
================== 94 passed, 1 skipped, 1 warning in 30.79s ===================
tests/test_dashboard tests/test_proxy_dashboard_stats_cache.py
================== 10 passed, 2 skipped, 1 warning in 11.00s ===================
ruff check: All checks passed! | ruff format --check: already formatted
mypy headroom/proxy/savings_tracker.py headroom/ccr/mcp_server.py
headroom/cli/doctor.py: Success: no issues found in 3 source files
pre-commit (ruff, ruff-format, mypy): Passed
Fails-before (new tests on unpatched code):
6 failed -- KeyError: 'cache_read_tokens' -- 19 passed
```
## Real Behavior Proof
- Environment: macOS, Python 3.13 venv, proxy from this branch on
127.0.0.1:8788, `--mode cache --backend anthropic`, mock Anthropic
upstream on 127.0.0.1:8791 returning
`usage.cache_read_input_tokens=800000`, `HEADROOM_SAVINGS_PATH` pointed
at a scratch file, `HF_HUB_OFFLINE=1 LITELLM_LOCAL_MODEL_COST_MAP=true`.
- Exact command / steps: started the proxy, sent two simulated `POST
/v1/messages` requests with a `cache_control` block via curl, read
`/stats`, stopped the proxy process, started it again with the same env,
read `/stats` again with zero new traffic.
- Observed result: before restart `persistent_savings.lifetime` showed
`"cache_read_tokens": 1600000, "cache_savings_usd": 7.2`; after restart
the same values were retained while the in-memory session totals
(`prefix_cache.totals.cache_read_tokens`) correctly read 0 -- previously
the lifetime figure reset to zero with the process.
- Not tested: live Anthropic upstream (mock returns the usage shape
verbatim); the Playwright card tests skip locally (no browser install)
and run in CI; multi-process writers (out of scope -- the store is
single-writer by design).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] I have commented my code, particularly in hard-to-understand areas
- [x] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [x] I have updated the CHANGELOG.md if applicable
## Additional Notes
- The card's session-scoped "Net savings" header (provider-economics
pricing in `proxy/cost.py`) and the new lifetime dollar figure (litellm
per-model delta) use different pricing paths by design; operators may
notice a $ discontinuity at cutover. Documented in the helper docstring.
- A pre-existing `isinstance(x, (int, float))` in `cli/doctor.py` was
switched to the union form because the repo's pre-commit UP038 rule
blocks committing the file otherwise.
- Pushed with `--no-verify`: the pre-push `ci-precheck` fails on the
known
machine-load-sensitive Rust latency benchmark; this is a Python/template
-only change.
- Screenshots: N/A (card behavior asserted by the new Playwright test).
Co-authored-by: Omar Gerardo <ogerardo@MacBook-Air.local>
* fix: correct Go AST compression bugs and CODE_AWARE token accounting (#1668)
## Description
Fixes four real bugs that made CODE_AWARE (AST-based) compression
silently non-functional for Go, plus the product-behavior change to make
CODE_AWARE the default for code (previously in #1670, now consolidated
here per review).
Closes #
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
- [x] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- `code_compressor.py`: unwrap tree-sitter-go's single `statement_list`
wrapper node when building `body_stmts` — its row range was swallowing
the block's own closing-brace row, producing a duplicated `}` in
compressed Go output.
- `code_compressor.py`: match opening-brace lines by `endswith("{")`
instead of `startswith("{")`, so multi-line Go signatures (e.g. `) error
{`) aren't silently dropped from the compressed output.
- `content_router.py`: normalize CODE_AWARE's `compressed_tokens` to
`len(compressed.split())`, matching the word-split convention every
other strategy (search/log/tabular/diff) already uses for
`original_tokens`. Previously the mismatched scales made genuinely-good
compressions look like "no savings" and get discarded for the Kompress
fallback.
- `content_router.py`: default `prefer_code_aware_for_code` to `True`
(was `False`) — CODE_AWARE gives higher, syntax-safe compression than
Kompress for code, so now that the bugs above are fixed it should be the
default path. (Consolidated from #1670, now closed.)
- `server.py`: add `HEADROOM_PREFER_CODE_AWARE_FOR_CODE` env override
for `ContentRouterConfig.prefer_code_aware_for_code`, mirroring the
existing `HEADROOM_CODE_AWARE_ENABLED` pattern, defaulting to `True`.
- Formatting: ran `ruff format` on `server.py` and `content_router.py`
(CI was failing on this).
- `tests/test_code_aware_regressions.py` (new): 5 regression tests —
- Go `statement_list` unwrap: no duplicated closing brace after
truncation.
- Multi-line Go signature: `) error {` line survives truncation.
- ContentRouter CODE_AWARE token accounting: `compressed_tokens` matches
`len(compressed.split())`, and a real compression doesn't trigger a
needless Kompress fallback.
- `prefer_code_aware_for_code` defaults to `True` on the
`ContentRouterConfig` dataclass.
- `prefer_code_aware_for_code` defaults to `True` via the
`HEADROOM_PREFER_CODE_AWARE_FOR_CODE` env var (through a real
`HeadroomProxy` construction).
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
$ python -m ruff check headroom/proxy/server.py headroom/transforms/code_compressor.py headroom/transforms/content_router.py tests/test_code_aware_regressions.py
All checks passed!
$ python -m ruff format --check headroom/proxy/server.py headroom/transforms/code_compressor.py headroom/transforms/content_router.py tests/test_code_aware_regressions.py
4 files already formatted
$ python -m mypy ...
Not run — mypy not installed in this environment.
$ python -m pytest tests/test_code_compressor_thread_safety.py tests/test_content_router_exclude_tools.py \
tests/test_content_router_tool_role_reversibility.py tests/test_compression_units.py \
tests/test_compression_determinism.py tests/test_compression_safety_rails.py tests/test_netcost_gate.py \
tests/test_code_aware_regressions.py -q
15 failed, 66 passed, 1 warning in 7.17s
# The 15 failures are the same pre-existing/environment-specific ones from
# before (reproduced identically on a clean upstream/main checkout with no
# code changes — missing torch/trafilatura/playwright, stale Rust _core
# build in this checkout), not caused by this change. All 5 new regression
# tests in test_code_aware_regressions.py pass.
```
## Real Behavior Proof
- Environment: Windows, Python 3.11.9, headroom-ai pipx install (0.28.0)
with the same fixes applied, plus this fork's checkout for lint/test
verification.
- Exact command / steps: ran `CodeAwareCompressor.compress()` directly
against real `.go` files from an external ~100-file Go codebase, and
separately routed the same files through the full `ContentRouter` with
`HEADROOM_PREFER_CODE_AWARE_FOR_CODE=1`.
- Observed result: 72/97 files routed to `code_aware` and compressed
with syntactically valid Go output (parsed via tree-sitter re-check), 0
invalid-syntax fallbacks, 0 "routed but unchanged" cases, 14641 total
tokens saved. Before the fix: 0 tokens saved via this path (all bugs
combined made it a no-op).
- Not tested: `mypy`, and the full repo test suite (blocked by unrelated
pre-existing environment issues — see Test Output).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable
## Additional Notes
Per @JerrettDavis's review: consolidated #1670 (the
`prefer_code_aware_for_code` default flip) into this PR and closed #1670
as the duplicate; fixed the `ruff format` CI failure; added the 4
requested regression tests (Go statement_list dedup, multiline-signature
brace preservation, content-router token-accounting parity, and the
config-default pin).
---------
Co-authored-by: shekharcharles <shekhar.aegis@gmail.com>
* fix(install): persist --no-http2 override through install apply (#1676)
## Description
`headroom install apply` regenerates the deployment manifest on every
run, and that regeneration silently drops any manually-added
`--no-http2` override. The HTTP/2 workaround itself is already real and
already supported by `headroom proxy`, but persistent installs had no
first-class way to keep it. This PR adds `--no-http2` to `install
apply`, threads it into `build_manifest()`, and persists the flag in
`manifest.proxy_args` so it survives reapply. Closes #1615
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- Added `--no-http2` to `headroom install apply`, and forwarded the flag
into `build_manifest()`.
- Extended `headroom/install/planner.py` so `build_manifest(...,
no_http2=True)` persists `--no-http2` into `manifest.proxy_args`.
- Added planner-level regression coverage for both the override path and
the default-preservation path.
- Added CLI-level regression coverage that proves `install apply
--no-http2` forwards correctly and that the help surface advertises the
flag.
- `CHANGELOG.md` intentionally not touched: repo policy generates
changelog entries from conventional commits rather than manual PR edits.
## Testing
- [x] Unit tests pass (`uv run pytest
tests/test_install/test_planner.py` and `uv run pytest
tests/test_cli/test_install_cli.py`)
- [x] Linting passes (`uv run ruff check .` and `uv run ruff format .
--check`)
- [ ] Type checking passes (`uv run mypy headroom`)
- [x] New tests added for new functionality
- [ ] Manual testing performed
### Test Output
```text
> rtk uv run pytest tests/test_install/test_planner.py -k no_http2 -q
collected 7 items / 5 deselected / 2 selected
tests\test_install\test_planner.py .. [100%]
2 passed, 5 deselected in 0.18s
> rtk uv run pytest tests/test_cli/test_install_cli.py -k no_http2 -q
collected 19 items / 17 deselected / 2 selected
tests\test_cli\test_install_cli.py .. [100%]
2 passed, 17 deselected in 0.23s
> rtk uv run pytest tests/test_install/test_runtime.py -q
collected 19 items
tests\test_install\test_runtime.py ..........F........ [100%]
FAILED tests/test_install/test_runtime.py::test_runtime_start_lock_blocks_another_process
1 failed, 18 passed in 0.44s
(Confirmed pre-existing on unmodified origin/main via `git stash` in this worktree,
identical failure with none of this PR's changes applied. Environment-specific lock-file
flakiness in this sandbox, unrelated to install-manifest persistence; runtime.py was not
touched by this change.)
> rtk uv run ruff check headroom/cli/install.py headroom/install/planner.py tests/test_install/test_planner.py tests/test_cli/test_install_cli.py
All checks passed!
> rtk uv run ruff format --check headroom/cli/install.py headroom/install/planner.py tests/test_install/test_planner.py tests/test_cli/test_install_cli.py
4 files already formatted
```
## Real Behavior Proof
- Environment: local source checkout with `uv` dev environment, using
the existing install CLI and manifest builder, in worktree
`D:\Repos\headroom-pr-1615-persist-install-http2-override`.
- Exact command / steps: ran `headroom install apply --help` through
`CliRunner`, ran a direct `build_manifest(..., no_http2=True)` proof,
and ran the focused planner, CLI, runtime, and lint checks.
- Observed result: on `origin/main`, `install apply --help` lacked
`--no-http2` and `build_manifest(..., no_http2=True)` raised `TypeError:
build_manifest() got an unexpected keyword argument 'no_http2'`; on this
branch, `install apply --help` lists `--no-http2`, `build_manifest(...,
no_http2=True)` returns a manifest whose `proxy_args` contains exactly
one `--no-http2` entry (`['--host', '127.0.0.1', '--port', '8787',
'--mode', 'token', '--backend', 'anthropic', '--telemetry',
'--no-http2']`), persistent installs now preserve the existing HTTP/2
disable flag across `install apply` regeneration, and runtime behavior
still comes entirely from replaying manifest `proxy_args` (`runtime.py`
was not modified).
- Not tested: a full persistent-service supervisor round-trip or full CI
suite locally.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable (not applicable,
changelog entries are generated from conventional commits per repo
policy)
## Additional Notes
This stays scoped to the install-manifest persistence seam only; it does
not revisit HTTP/2 default policy, retry behavior, or proxy transport
construction. Attribution: the implementation shape follows the
persistence pattern already established by #1365, and the remaining
install-layer gap was confirmed by `sarkarsital1959` in the 2026-07-01
comment on #1615.
* fix(wrap): replace stale-proxy detection with Vite-style port fallback (#1406)
## Description
Replace the 180-line process-killing approach with a 15-line Vite-style
socket.bind probe: if port is busy (EADDRINUSE or EACCES), try the next
available port.
Pure stdlib -- no /proc, no lsof, no subprocess -- works identically on
Linux/macOS/Windows.
## Problem
When `headroom wrap <agent>` is killed without proper cleanup (window
close, SSH timeout, crash), the background proxy becomes orphaned and
holds the port. The next `headroom wrap` on the same port would wait
30-45 seconds then fail with a confusing error.
This PR takes a simpler, safer approach: find the next available port.
No process detection, no killing.
### Related issues
- **#589** (Port 8787 reserved by Windows) -- partially addressed:
EACCES is now skipped together with EADDRINUSE
- **#804** (Shared proxy killed by exiting session) -- already fixed
upstream via `_live_proxy_clients` marker files; this PR doesn't touch
that code
## Type of Change
- [x] New feature (non-breaking change that adds functionality)
- [x] Code refactoring (no functional changes)
## Changes Made
- `headroom/cli/wrap.py`: Add `_find_available_port()` -- socket.bind
loop that skips EADDRINUSE (busy) and EACCES (reserved/privileged)
ports, returns first available port in range. Replace `_ensure_proxy`
port-bind check with auto-fallback call to `_find_available_port`.
Remove `_ensure_port_free()` call from `_start_proxy()`. Remove 8 dead
functions: `_find_process_on_port`, `_linux_find_process_on_port`,
`_resolve_inode_to_pid`, `_is_headroom_proxy`, `_read_process_cmdline`,
`_kill_process`, `_ensure_port_free`, `_format_unbindable_port_error`.
- `tests/test_cli/test_wrap_helpers.py`: Remove 14 old
`TestEnsurePortFree` tests (mocked /proc parsing, process killing). Add
6 new `TestFindAvailablePort` tests covering: port free, first port
busy, multiple busy, EACCES skipped, unexpected error propagated, range
exhausted.
- `tests/test_cli/test_wrap_persistent.py`: Adapt persistence tests for
`_find_available_port` mock. Rewrite unbindable-port test to use new
error path.
Zero new dependencies. Zero changes to core proxy server, MCP,
compression, or providers.
## Testing
- [x] Unit tests pass (`python -m pytest tests/test_cli/ -v`)
- [x] New tests added for new functionality
### Test Output
```
> python -m pytest tests/test_cli/test_wrap_helpers.py::TestFindAvailablePort -v --no-header
============================= 6 passed ==============================
test_port_free_returns_same PASSED
test_port_busy_finds_next PASSED
test_multiple_busy_ports PASSED
test_propagates_unexpected_error PASSED
test_propagates_eaddrinuse_with_eacces PASSED
test_exhausts_range PASSED
> python -m pytest tests/test_cli/ -q
============================= 445 passed in 8.40s ==============================
```
## Real Behavior Proof
- Environment: Ubuntu 24.04 x86_64, Python 3.12.3
- Exact command / steps: Ran `python -m pytest
tests/test_cli/test_wrap_helpers.py::TestFindAvailablePort -v` -- 6/6
pass for port fallback. Ran full test suite `python -m pytest
tests/test_cli/ -q` -- 445/445 pass.
- Observed result: `_find_available_port(8787)` returns 8787 when free,
8788 when 8787 is busy. EACCES skipped same as EADDRINUSE. Non-retryable
errors (EADDRNOTAVAIL) propagate immediately.
- Not tested: Windows EACCES fallback (no Windows CI runner). macOS port
fallback (no macOS runner). Code path is identical across platforms
(stdlib socket only).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally
* fix(proxy): stop rtk stat failures from corrupting session baseline (#1693)
## Description
A transient rtk (or lean-ctx) stat-read failure permanently corrupts the
dashboard's CLI-filtering session metrics. On any subprocess failure —
5s
timeout, non-zero exit, unparseable JSON — the reader returned a
synthetic
zero payload marked `installed: true`. The session-baseline logic read
those zeros as a genuine external counter reset and re-pinned the
baseline
to zero, so the tool's next successful read inflated session savings by
its
entire lifetime (~26M tokens on the reporting deployment). The same
zero-pin fired at proxy boot and on `POST /stats/reset` when the read
failed there, and a binary missing at path-resolution time triggered the
same re-pin through the not-installed payload.
This PR makes "the read failed" and "the tool saved nothing" distinct:
failed reads produce no payload, and the session baseline only ever
moves
on successful reads from an installed tool.
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
## Changes Made
- `_read_rtk_lifetime_stats` and `_read_lean_ctx_lifetime_stats` return
`None` on subprocess failure; the zero payload remains only for a
genuinely absent binary. The rtk reader's structured warnings stay;
lean-ctx's silent failure branches gain mirrored warnings.
- `initialize_context_tool_session_baseline` (both callers: lifespan
boot
and `POST /stats/reset`) defers the pin on a failed or tool-absent read
instead of pinning zeros; the stats cache is still cleared.
- The lazy-init block in `_get_context_tool_stats` moved inside the
`payload is not None` guard (it previously zero-filled from a failed
poll) and, like reset detection, now skips `installed: false` payloads —
a binary that disappears at resolution time can no longer re-pin the
baseline and re-inflate on reinstall.
- Stale docstrings describing the old synthetic-zero semantics updated
in
`subscription/tracker.py`.
- Tests: 13 scenarios in `tests/test_rtk_session_savings.py` including
an
end-to-end hiccup-then-recovery regression through the real reader,
boot-
fail/poll-fail/recover, `/stats/reset`-while-down, genuine-reset
preservation, tool-absent no-repin, tool-switch, and None-caching; a
mid-window outage sandwich test for the subscription tracker; one
existing test updated from the old failure contract to the new one.
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [x] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
tests/test_rtk_session_savings.py ............. 13 passed
tests/test_rtk_session_savings.py tests/test_subscription_tracker_rtk_wired.py
tests/test_proxy_dashboard_stats_cache.py tests/test_perf_cli_filtering.py
tests/test_proxy_stats_recent_requests.py
================== 46 passed, 1 skipped, 1 warning in 22.07s ===================
ruff check: All checks passed! | ruff format --check: already formatted
mypy headroom/proxy/helpers.py headroom/subscription/tracker.py: Success
pre-commit (ruff, ruff-format, mypy): Passed
Fails-before (new tests on unpatched code):
9 failed, 4 passed — including the end-to-end regression
test_transient_failure_does_not_repin_baseline_or_inflate_session
```
## Real Behavior Proof
- Environment: macOS, Python 3.13 venv, proxy from this branch on
127.0.0.1:8789 (`--mode cache`), a swappable `rtk` shim first on PATH
(good variant prints fixed `gain --json` numbers with total_saved=600;
bad variant exits 1), `HEADROOM_CONTEXT_TOOL_STATS_TTL_SECONDS=3` to
step through cache windows quickly.
- Exact command / steps: started the proxy with the good shim and read
`/stats` (phase 1); swapped the shim to the failing variant, waited out
the TTL, read `/stats` (phase 2); swapped back to the good shim, waited
out the TTL, read `/stats` (phase 3).
- Observed result: phase 1 pinned the baseline (lifetime 600, session 0,
baseline 600); phase 2 returned a null CLI-filtering payload with the
baseline intact (previously: fake zeros presented as data); phase 3
showed session 0 with `counter_reset_detected: false` and baseline still
600 — on the unfixed code this phase reports session 600, the tool's
entire lifetime, as session savings.
- Not tested: a real rtk binary failing organically (the shim reproduces
the exact subprocess contract: exit code, stdout, timeout path);
lean-ctx end-to-end (unit-covered; identical code shape).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] I have commented my code, particularly in hard-to-understand areas
- [x] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [x] I have updated the CHANGELOG.md if applicable
## Additional Notes
- During a genuine outage the CLI-filtering payload is null for one
cache
TTL (honest "no data") instead of fake zeros; rollup fields that already
coerce a missing payload to 0 keep today's behavior.
- Last-good-payload caching with a staleness marker was considered and
deferred — null-during-outage is the minimal honest behavior.
- Pushed with `--no-verify`: the pre-push `ci-precheck` fails on the
known
machine-load-sensitive Rust latency benchmark; this is a Python-only
change.
Co-authored-by: JD Davis <mxjerrett@gmail.com>
* fix(rtk): link managed rtk onto PATH instead of mutating the hook (#1698)
## Description
`headroom wrap claude` / `headroom update` patched
`~/.claude/hooks/rtk-rewrite.sh` after `rtk init --global --auto-patch`
wrote it. `rtk` bakes the expected SHA-256 of the canonical hook into
itself, so the post-write mutation trips its integrity guard — `rtk
verify` reports `hook integrity check FAILED … RTK will not execute` and
rtk hard-refuses to run. The patch also only absolutized the `rtk`
inside the hook, but `rtk rewrite` emits a bare `rtk` on stdout at
runtime that still needs PATH resolution, so the original silent-no-op
(#487) was never actually fixed. This leaves the hook untouched and
instead links the managed binary onto PATH.
Closes #1631
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- Removed `_patch_rtk_hook_absolute_path` (mutated the canonical hook →
broke rtk's SHA-256 integrity guard).
- Added `_ensure_rtk_on_path`: symlinks the Headroom-managed `rtk` into
a PATH dir (prefers `~/.local/bin`) so the bare `rtk` that `rtk rewrite`
emits resolves, leaving the hook byte-for-byte as `rtk init` wrote it.
- No-op when a `rtk` already resolves on PATH, on Windows, or when no
writable PATH dir exists; never clobbers an existing real file or
foreign binary.
- Rewrote the test module (`test_wrap_rtk_on_path.py`) for the new
behavior.
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
$ .venv/bin/python -m pytest tests/test_cli/test_wrap_rtk_on_path.py -q
collected 7 items
tests/test_cli/test_wrap_rtk_on_path.py ....... [100%]
============================== 7 passed in 0.25s ===============================
$ .venv/bin/ruff check headroom/cli/wrap.py tests/test_cli/test_wrap_rtk_on_path.py
All checks passed!
```
## Real Behavior Proof
- Environment: macOS arm64, Python 3.14, repo `.venv`, rtk hook-version
2 (matches reporter's rtk 0.28.2 setup).
- Exact command / steps: `.venv/bin/python -m pytest
tests/test_cli/test_wrap_rtk_on_path.py -q` — covers: no-op when rtk
already on PATH, symlink created into a PATH dir when missing,
`~/.local/bin` preferred + created on demand, idempotent second run,
existing-file not clobbered (falls through to next dir), no-op on
Windows and when no writable PATH dir exists.
- Observed result: 7 passed; the canonical hook file is never written,
so rtk's baked-in SHA-256 stays valid and `rtk verify` no longer fails.
- Not tested: live end-to-end `rtk verify` PASS on a machine with rtk
installed (no rtk binary in CI sandbox); logic mirrors the reporter's
verified manual fix (symlink managed rtk into a PATH dir + untouched
canonical hook).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
## Checklist
- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable
## Additional Notes
Type checking / docs / CHANGELOG left unchecked: no public API or docs
change, and CHANGELOG is release-managed. The fix is confined to
`wrap.py`'s rtk setup path.
* fix(install): pass sc.exe create as raw command line so binPath= quoting survives (#1654) (#1702)
## Description
`headroom install apply --preset persistent-service` fails on Windows
with `sc.exe` error 1639 ("invalid start= field"). The service install
built the `sc.exe create` invocation as an argv list whose `binPath=`
token embedded both spaces and inner double quotes (`cmd.exe /c
"…run-headroom.cmd"`). Python's `subprocess.list2cmdline` then wrapped
that whole token in outer quotes, so the command line `sc.exe` actually
received tokenized as `'binPath= cmd.exe /c "…"'` and `'start= auto'` —
single glued tokens — instead of the documented `binPath=` `<value>`
`start=` `<value>` separate-token pairs. `sc.exe` rejects that with
1639.
This PR builds the exact command line as a pre-quoted string and passes
it to `subprocess.run` directly; on Windows a string argument goes
verbatim to `CreateProcess`, bypassing `list2cmdline` entirely. The
`sc.exe failure` / `start` / `stop` / `delete` calls keep the argv-list
form since none of their tokens embed quotes.
Fixes #1654
## Type of Change
- [x] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Documentation update
- [ ] Refactoring (no functional changes)
## Changes Made
- `headroom/install/supervisors.py`: the Windows `SERVICE` branch of
`install_supervisor` now builds the `sc.exe create` command as a single
pre-quoted string — `sc.exe create <name> binPath= "cmd.exe /c
\"<run-headroom.cmd>\"" start= auto` — and passes it to `subprocess.run`
as a string instead of an argv list.
- `tests/test_install/test_supervisors.py`: updated the Windows-service
assertion to expect the new command-line string (regression test for
#1654), verifying the backslash-escaped inner quotes and `start= auto`
as a separate trailing pair.
## Testing
- [x] Unit tests pass (`tests/test_install/test_supervisors.py`)
- [x] Lint/type gates pass (`ruff check`, `ruff format --check`, `mypy`)
```
$ python -m pytest tests/test_install/ -q
94 passed, 1 failed, 1 skipped
# the 1 failure is tests/test_install/test_runtime.py::test_runtime_start_lock_blocks_another_process,
# which fails identically on a clean upstream/main checkout on this machine (pre-existing local env flake,
# unrelated to this change)
$ ruff check headroom/install/supervisors.py tests/test_install/test_supervisors.py
All checks passed!
$ ruff format --check headroom/install/supervisors.py tests/test_install/test_supervisors.py
2 files already formatted
$ mypy headroom --ignore-missing-imports # exit 0, notes only
```
## Real Behavior Proof
- Environment: Windows 11 Pro 10.0.26200, Python 3.13, local checkout of
this branch.
- Exact command / steps: Tokenized both the old (argv-list →
`list2cmdline`) and new (pre-quoted string) command lines with
`shell32.CommandLineToArgvW` — the same parsing `sc.exe` applies to its
received command line — using the exact path from the issue report. Also
ran the new string form through `subprocess.run` against the real
`sc.exe` (non-elevated).
- Observed result: Old form tokenizes to `['sc.exe', 'create',
'headroom-default', 'binPath= cmd.exe /c
"C:\\Users\\Adron\\...\\run-headroom.cmd"', 'start= auto']` —
`binPath=`/`start=` glued to their values, which `sc.exe` rejects with
1639. New form tokenizes to `['sc.exe', 'create', 'headroom-default',
'binPath=', 'cmd.exe /c "C:\\Users\\Adron\\...\\run-headroom.cmd"',
'start=', 'auto']` — exactly the documented `sc create` token shape.
Running the new string against real `sc.exe` non-elevated proceeds past
argument parsing to `OpenSCManager FAILED 5: Access is denied` (the
expected no-admin outcome per the issue reporter's own non-admin run),
with no 1639 syntax error.
- Not tested: Full elevated end-to-end `headroom install apply --preset
persistent-service` service creation + service start on an Administrator
shell (no elevated session available in this environment); behavior on
non-English locales other than the tokenization-level verification
above.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
**Follow-up candidate (out of scope here)**: the issue also notes that a
failed install removes `~/.headroom/deploy/<profile>/` artifacts,
hampering post-mortem debugging — worth a separate issue/PR to preserve
or relocate failed-install artifacts.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
* docs: add pipeline-extension recipe and x-headroom-base-url routing docs (#1712)
## Description
Issue #1697 asked for two things: (1) a documented recipe for writing a
request-normalization `headroom.pipeline_extension` for quirky upstream
providers (the reporter's provider rejects OpenAI-spec `content: null` +
`tool_calls` assistant messages, and they solved it with a `PRE_SEND`
extension they could only discover by reading source), and (2) shipping
the `x-headroom-base-url` per-request upstream override. The header
support already exists on main (`headroom/proxy/handlers/openai.py`
honors it in the dedicated chat/responses handlers and passthrough) and
will ship with the next release-please release, so this PR delivers the
missing piece: documentation for both.
Adds `docs/content/docs/pipeline-extensions.mdx` covering the
entry-point contract (`headroom.pipeline_extension`, `PipelineStage`,
fail-open dispatch, `discover_pipeline_extensions` /
`pipeline_extensions` config), a complete copy-pasteable
`NullContentNormalizer` recipe with `pyproject.toml` entry-point
registration, and a section on per-request upstream routing with
`x-headroom-base-url` (including the `HEADROOM_STRIP_INTERNAL_HEADERS`
interaction).
Fixes #1697
## Type of Change
- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [x] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- New page `docs/content/docs/pipeline-extensions.mdx`: lifecycle-stage
table, request-normalization extension recipe (class + entry-point
registration + discovery/fail-open semantics), and `x-headroom-base-url`
per-request routing section with a `curl` example.
- `docs/content/docs/meta.json`: added `pipeline-extensions` to the nav
after `configuration`.
## Testing
- [ ] Unit tests pass (`pytest`)
- [ ] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [ ] New tests added for new functionality
- [x] Manual testing performed
### Test Output
```text
$ python -c "import json; json.load(open('docs/content/docs/meta.json')); print('META_OK')"
META_OK
$ python -c "
from headroom.pipeline import ENTRY_POINT_GROUP, PipelineStage
print(ENTRY_POINT_GROUP, PipelineStage.PRE_SEND)
"
headroom.pipeline_extension PipelineStage.PRE_SEND
```
## Real Behavior Proof
- Environment: Windows 11, local checkout at `upstream/main` (9fbd47ba),
Python 3.13.
- Exact command / steps: verified every documented claim against source
— `headroom/pipeline.py` (entry-point group, `PipelineStage.PRE_SEND`,
fail-open dispatch in `PipelineExtensionManager.emit`, class
auto-instantiation in `discover_pipeline_extensions`),
`headroom/proxy/server.py`
(`PipelineExtensionManager(discover=config.discover_pipeline_extensions)`
at proxy startup), `headroom/proxy/models.py` (`pipeline_extensions` /
`discover_pipeline_extensions` config fields),
`headroom/proxy/handlers/openai.py` (`x-headroom-base-url` constant and
`_resolve_openai_upstream`); validated `meta.json` still parses.
- Observed result: docs match the code contract on main; nav entry
renders between Configuration and Filesystem Contract.
- Not tested: full docs-site (Next.js) production build; end-to-end run
of the example extension against a live quirky provider (the recipe
mirrors the pattern the issue reporter confirmed working).
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
* fix(transforms): pass through ragged tables instead of misaligning columns (#1713)
## Description
Issue #1652 reports the proxy's compression layer surfacing an
"impossible mixed" status line — a row combining fields from two
different rows of a version-status table (Docker row `0.42.4 → 0.43.0
update available` blended with WSL row `0.42.4 → 0.42.4 up-to-date`).
The reporter's follow-up refined the claim: the stored canonical content
was intact, but the compression path presents a lossier view that
invites exactly this misattribution.
There is a concrete mechanism for that in the tabular bridge:
`parse_tabular` (`headroom/transforms/tabular_ingest.py`) hands parsed
rows to `to_records`, which **silently pads/truncates every row to the
header width**. For ragged tables — rows whose cell count differs from
the header row, exactly what mixed-shape status tables like the
reporter's produce (`✓` and `-` placeholder cells change the token count
per row) — this shifts values under the wrong column before SmartCrusher
compaction. The compressed output can then state column/value pairings
the original never contained.
Fix: `parse_tabular` now rejects ragged tables (any row width ≠ header
width) and returns `None`, so the content passes through verbatim, per
the issue's requirement that a lossy summary "must not create impossible
mixed facts". Aligned tables compress exactly as before. The Rust
`log_template` Drain miner was also examined; its template rendering
only emits tokens that are constant across all rows of a run, so no
defect was found there and it is left untouched.
Fixes #1652
## Type of Change
- [x] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)
## Changes Made
- `headroom/transforms/tabular_ingest.py`: `parse_tabular` returns
`None` when any parsed row's cell count differs from the header count,
instead of letting `to_records` pad/truncate rows into the wrong
columns. `TabularCompressor.compress` then takes its existing
pass-through branch (`was_modified=False`).
- `tests/test_transforms_tabular.py`: three new tests — ragged
fixed-width table rejected (reproducing the issue's rtk version-status
shape), ragged markdown table rejected, and end-to-end
`TabularCompressor.compress` pass-through of a ragged table.
## Testing
- [x] Unit tests pass (`pytest`)
- [x] Linting passes (`ruff check .`)
- [x] Type checking passes (`mypy headroom`)
- [x] New tests added for new functionality
- [ ] Manual testing performed
### Test Output
```text
$ python -m pytest tests/test_transforms_tabular.py -q
39 passed
$ ruff check headroom/transforms/tabular_ingest.py tests/test_transforms_tabular.py
All checks passed!
$ ruff format --check headroom/transforms/tabular_ingest.py tests/test_transforms_tabular.py
2 files already formatted
$ mypy headroom --ignore-missing-imports
Success: no issues found (note-level messages only)
```
## Real Behavior Proof
- Environment: Windows 11, Python 3.13, local checkout branched from
`upstream/main` (9fbd47ba), Rust core built locally.
- Exact command / steps: constructed the issue's table shape (Docker row
with 4 cells, WSL row with 6 cells under 4 headers) and ran it through
`TabularCompressor().compress()` before and after the change; ran the
full `tests/test_transforms_tabular.py` suite.
- Observed result: before — `to_records` turned the WSL row into
`{'tool': 'rtk', 'installed': '✓', 'latest': '0.42.4', 'status':
'0.42.4'}`: the `up-to-date` status is dropped and a version number
lands under `status` — precisely the misattributed-fact class from the
issue. After — `parse_tabular` returns `None`, `compress` returns the
original text unmodified (`was_modified=False`, byte-identical
pass-through), and all 39 tests pass (36 pre-existing + 3 new).
- Not tested: the reporter's exact end-to-end session (OMP → headroom
proxy on 8787 → sticky-router on 4140); the Rust BuildOutput
`log_template` path, which was reviewed and found to only emit
run-constant tokens.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
* fix(proxy): bound HF tokenizer load and offload token counting off event loop (#1738)
## Description
Fixes #1701.
On Windows, `headroom proxy --anthropic-api-url
https://api.deepseek.com/anthropic` froze: the first `/v1/messages`
request took ~610s (`optimization_latency_ms=609972`) with only
router/lifecycle markers, and afterwards the whole server was a zombie —
`/livez`, `/readyz` and `/health` hung until the process was killed.
`HEADROOM_DETECT_BACKEND=python` was already set, so this was not the
#575/#845 native-detect deadlock.
Root cause: DeepSeek model names route to the HuggingFace tokenizer
backend (`MODEL_PATTERNS` in `headroom/tokenizers/registry.py`).
`HuggingFaceTokenizer` loads lazily, so the registry's construction-time
fallback never fires; the first `count_messages` calls
`AutoTokenizer.from_pretrained(..., trust_remote_code=True)` — unbounded
network downloads/retries — and this ran **synchronously inside the
async Anthropic messages handler** (`get_tokenizer(model)` +
`tokenizer.count_messages(messages)`), outside the 30s
`_run_compression_in_executor` bound. huggingface_hub retry chains on a
restricted network easily reach ~10 minutes, blocking the entire asyncio
event loop; subsequent on-loop counting kept it pinned. tiktoken got a
bounded eager load for the same bug class long ago (#956); the HF
backend never did.
## Type of Change
- [x] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Refactoring (no functional changes)
## Changes Made
- `headroom/tokenizers/huggingface.py`: `_load_tokenizer` now tries the
local HF cache first (`local_files_only=True`, no network), then bounds
the network load with `HEADROOM_HF_TOKENIZER_LOAD_TIMEOUT_SECS` (default
10s; `0` disables network loads) on a daemon thread. Timeouts/failures
return `None` (cached by `lru_cache`, so the hub is probed at most once
per process per tokenizer) and `count_messages` fails open to char-based
estimation via the existing `_use_fallback()` path.
- `headroom/proxy/handlers/anthropic.py`: new
`AnthropicHandlerMixin._count_tokens_offloaded(model, messages)` runs
`get_tokenizer` + `count_messages` on the compression executor bounded
by `COMPRESSION_TIMEOUT_SECONDS`, failing open to
`EstimatingTokenCounter` (downgrade logged once per model). Used in
`handle_anthropic_messages` (the issue's hot path, both count sites) and
`handle_anthropic_batch_create`; the batch path's inline
`anthropic_pipeline.apply()` is now offloaded via
`_run_compression_in_executor` (mirrors the #1612 image-compression
offload).
- `headroom/proxy/handlers/batch.py`: the two remaining inline
`openai_pipeline.apply()` calls (`handle_google_batch_create`,
`_compress_batch_jsonl`) are offloaded the same way; existing `except`
blocks keep the pass-through fail-open semantics.
- Tests: `tests/test_huggingface_tokenizer_timeout.py` (cache-first,
bounded timeout, failure caching, timeout=0, fail-open estimation),
`tests/test_tokenizer_count_offload.py` (wiring guards, runs on
`headroom-compress` worker, event loop stays responsive during slow
tokenizer work, fail-open), plus `_run_compression_in_executor` stub on
the batch test double.
## Testing
- [x] All existing tests pass
- [x] Added new tests for the changes
- [ ] Manual testing performed
```
$ python -m pytest tests/test_huggingface_tokenizer_timeout.py tests/test_tokenizer_count_offload.py tests/test_image_compression_offload.py tests/test_gemini_compression_offload.py tests/test_tokenizers tests/test_proxy_handlers_batch.py -q
50 passed
$ ruff check . # No issues found
$ ruff format --check . # 1043 files already formatted
$ mypy headroom --ignore-missing-imports # 0 errors
```
## Real Behavior Proof
- Environment: Windows 11 Pro (10.0.26200), Python 3.13, local checkout
of this branch with the Rust core built.
- Exact command / steps: `python -m pytest
tests/test_tokenizer_count_offload.py -q` — includes
`test_count_tokens_offloaded_keeps_loop_responsive`, which reproduces
the issue's mechanism: a tokenizer whose `count_messages` blocks
(stand-in for the unbounded `AutoTokenizer.from_pretrained` network
load) while an asyncio ticker measures event-loop liveness. Also `python
-m pytest tests/test_huggingface_tokenizer_timeout.py -q` with a
`from_pretrained` stub that sleeps 60s and
`HEADROOM_HF_TOKENIZER_LOAD_TIMEOUT_SECS=0.2`.
- Observed result: with the fix, the slow count runs on a
`headroom-compress` worker thread and the loop keeps ticking (`ticks >=
5`; inline it yields ~0 — the zombie). The 60s-hung HF load unblocks at
the 0.2s timeout, falls back to estimation, and the second call returns
instantly (failure cached, no re-probe). All 10 new tests pass.
- Not tested: live reproduction against `api.deepseek.com` from a
network where HF hub downloads stall (the reporter's exact environment);
actual HF vocab download timing on a healthy network.
## Review Readiness
- [x] I have performed a self-review
- [x] This PR is ready for human review
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
* fix(content-detector): detect and compress space-separated JSON objects (#1742)
## Description
Headroom's `detect_content_type()` only recognizes content starting with
`[` as a `JSON array. Many web search tools (SerpAPI, Tavily, custom
backends) return space-separated JSON objects instead of a real array
like follows
```json
{"title": "Result 1", "url": "..."} {"title": "Result 2", "url": "..."} {"title": "Result 3", "url": "..."}
```
That shape is detected as `PLAIN_TEXT` (confidence 0.5), so SmartCrusher
never processes it and web-search results compress 0%.
Closes #1741
## Type of Change
- [x] Bug fix (non-breaking change that …
…ts (headroomlabs-ai#1742) ## Description Headroom's `detect_content_type()` only recognizes content starting with `[` as a `JSON array. Many web search tools (SerpAPI, Tavily, custom backends) return space-separated JSON objects instead of a real array like follows ```json {"title": "Result 1", "url": "..."} {"title": "Result 2", "url": "..."} {"title": "Result 3", "url": "..."} ``` That shape is detected as `PLAIN_TEXT` (confidence 0.5), so SmartCrusher never processes it and web-search results compress 0%. Closes headroomlabs-ai#1741 ## Type of Change - [x] Bug fix (non-breaking change that fixes an issue) - [ ] New feature (non-breaking change that adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to change) - [ ] Documentation update - [x] Performance improvement - [ ] Code refactoring (no functional changes) ## Changes Made - `content_detector.py`: `_try_detect_json` now recognizes a run of ≥2 whitespace-separated (space- or newline-separated) JSON objects and returns `JSON_ARRAY` with `metadata["concatenated"] = True`. The router already falls back to the Python regex detector when the native detector returns `PLAIN_TEXT` (`content_router.py`), so this fixes routing on the default backend too. - `content_detector.py`: added `normalize_concatenated_json()` (and a `_decode_concatenated_json()` helper) that rewrites the space-separated shape into a canonical `[{…}, {…}]` array string. - `smart_crusher.py`: `SmartCrusher.crush()` normalizes concatenated JSON to a real array before handing it to the Rust crusher, so it actually compresses. - The change is deliberately conservative: a single object stays unclaimed (`_try_detect_json('{"id": 1}')` → `None`), and any non-JSON token between objects disqualifies the run. Existing `[`-array detection is unchanged. - Added tests and a CHANGELOG entry. ## Testing - [x] Unit tests pass (`pytest`) — affected suites (full suite has network-dependent ML tests that can't run offline; see note) - [x] Linting passes (`ruff check .`) - [x] Type checking passes (`mypy headroom`) - [x] New tests added for new functionality - [x] Manual testing performed ### Test Output ```text $ ruff check . All checks passed! $ pytest tests/test_transforms_content_detection.py -q ............ [100%] 12 passed $ pytest tests/test_transforms_content_router.py \ tests/test_smart_crusher_toin_attachment.py \ tests/test_transforms_tabular.py -q 96 passed, 2 skipped # + SmartCrusher passthrough tests in test_text_compressors.py: 2 passed ``` ## Real Behavior Proof - Environment: macOS 26.5, Python 3.12.11, editable source build (`uv pip install -e .`) with the Rust `_core` compiled locally; default detection backend (native Rust → Python-regex fallback on PLAIN_TEXT). - Exact command / steps: ran a 100-object space-separated `web_search` payload through `detect_content_type()` and `ContentRouter().compress()`, before and after the patch (repro below). - Observed result: detection flips `PLAIN_TEXT` (conf 0.5) → `JSON_ARRAY` (conf 1.0) and SmartCrusher compression goes from 0.0% to 34.2% (10369 → 6819 bytes) on the identical payload. - Not tested: the native Rust *detector* path in isolation (the fix relies on the existing documented Python-regex fallback for `PLAIN_TEXT`); separators other than whitespace (comma-separated-without-brackets is intentionally not claimed). Before: ``` detected : ContentType.PLAIN_TEXT conf 0.5 strategy : CompressionStrategy.SMART_CRUSHER orig bytes: 10369 comp bytes: 10369 reduction : 0.0% ``` After: ``` detected : ContentType.JSON_ARRAY conf 1.0 strategy : CompressionStrategy.SMART_CRUSHER orig bytes: 10369 comp bytes: 6819 reduction : 34.2% ``` ## Review Readiness - [x] I have performed a self-review - [x] This PR is ready for human review ## Checklist - [x] My code follows the project's style guidelines - [x] I have performed a self-review of my code - [x] I have commented my code, particularly in hard-to-understand areas - [x] I have made corresponding changes to the documentation (CHANGELOG) - [x] My changes generate no new warnings - [x] I have added tests that prove my fix is effective or that my feature works - [x] New and existing unit tests pass locally with my changes - [x] I have updated the CHANGELOG.md if applicable ## Additional Notes Co-authored-by: JD Davis <mxjerrett@gmail.com>
🤖 I have created a release *beep* *boop* --- <details><summary>0.31.0</summary> ## [0.31.0](headroomlabs-ai/headroom@v0.30.0...v0.31.0) (2026-07-09) ### Features * **cache:** provider-agnostic cache-mode delta + cc-agnostic prefix comparison ([headroomlabs-ai#1868](headroomlabs-ai#1868)) ([7c2f0ea](headroomlabs-ai@7c2f0ea)) * **ccr:** wire retrieve-tool interception into OpenAI Responses handler ([headroomlabs-ai#1898](headroomlabs-ai#1898)) ([62cd307](headroomlabs-ai@62cd307)) * **compression:** add audit-safe mode with protected pattern matching ([headroomlabs-ai#1899](headroomlabs-ai#1899)) ([bb112dd](headroomlabs-ai@bb112dd)) * **content-router:** accept any real compression (remove min-savings floor) ([headroomlabs-ai#1771](headroomlabs-ai#1771)) ([6c31db9](headroomlabs-ai@6c31db9)) * **content-router:** lossless-first dispatch, cross-turn dedup, and A7 lossy-after-fold ([headroomlabs-ai#1818](headroomlabs-ai#1818)) ([60af15f](headroomlabs-ai@60af15f)) * **proxy:** add provider-only HTTP proxy ([headroomlabs-ai#1807](headroomlabs-ai#1807)) ([ebe0a3b](headroomlabs-ai@ebe0a3b)) * **proxy:** add turn-hook extension point for buffered model turns ([headroomlabs-ai#1891](headroomlabs-ai#1891)) ([ec950f7](headroomlabs-ai@ec950f7)) ### Bug Fixes * **build:** enable Intel macOS pip installs via ort-load-dynamic ([headroomlabs-ai#1538](headroomlabs-ai#1538)) ([32ce99e](headroomlabs-ai@32ce99e)) * **cache:** avoid fallback session collisions ([headroomlabs-ai#1827](headroomlabs-ai#1827)) ([0f606b6](headroomlabs-ai@0f606b6)) * **ccr:** make expired retrieve misses terminal ([headroomlabs-ai#1781](headroomlabs-ai#1781)) ([9cbdba4](headroomlabs-ai@9cbdba4)) * **ccr:** preserve Anthropic re-stream shape ([headroomlabs-ai#1854](headroomlabs-ai#1854)) ([f663894](headroomlabs-ai@f663894)) * **ccr:** preserve thinking blocks in buffered stream re-synthesis ([headroomlabs-ai#1897](headroomlabs-ai#1897)) ([ede085c](headroomlabs-ai@ede085c)) * **cli/proxy:** preserve explicit HEADROOM_MIN_TOKENS=0 / MAX_ITEMS=0 ([headroomlabs-ai#1886](headroomlabs-ai#1886)) ([3a33af1](headroomlabs-ai@3a33af1)) * **code-compressor:** CJK-aware relevance-query symbol matching ([headroomlabs-ai#1747](headroomlabs-ai#1747)) ([b38315c](headroomlabs-ai@b38315c)) * **codex:** discover updated Codex state stores ([headroomlabs-ai#1889](headroomlabs-ai#1889)) ([9d42eba](headroomlabs-ai@9d42eba)) * **codex:** OpenCode Zen telemetry attribution ([headroomlabs-ai#1648](headroomlabs-ai#1648)) ([f18c6bd](headroomlabs-ai@f18c6bd)) * **content-detector:** detect and compress space-separated JSON objects ([headroomlabs-ai#1742](headroomlabs-ai#1742)) ([5194bdc](headroomlabs-ai@5194bdc)) * **content-router:** token-measure lossless folds at the acceptance gate ([headroomlabs-ai#1772](headroomlabs-ai#1772)) ([c5493ea](headroomlabs-ai@c5493ea)) * **copilot:** normalize subscription routing host ([headroomlabs-ai#1836](headroomlabs-ai#1836)) ([afd9cbd](headroomlabs-ai@afd9cbd)) * **copilot:** route mixed-model requests per model ([headroomlabs-ai#1785](headroomlabs-ai#1785)) ([5af5e22](headroomlabs-ai@5af5e22)) * **dashboard:** deduplicate repeated savings metrics ([headroomlabs-ai#1804](headroomlabs-ai#1804)) ([88f935a](headroomlabs-ai@88f935a)) * **dashboard:** distinguish unavailable RTK from zero stats in Docker ([headroomlabs-ai#1900](headroomlabs-ai#1900)) ([87f6e93](headroomlabs-ai@87f6e93)) * **dashboard:** distinguish unavailable RTK from zero stats in Docker ([headroomlabs-ai#1901](headroomlabs-ai#1901)) ([361adcd](headroomlabs-ai@361adcd)) * **dashboard:** price proxy savings without litellm ([headroomlabs-ai#1728](headroomlabs-ai#1728)) ([188e382](headroomlabs-ai@188e382)) * detect and clear stale ANTHROPIC_BASE_URL from crashed wrap sessions ([headroomlabs-ai#1768](headroomlabs-ai#1768)) ([headroomlabs-ai#1837](headroomlabs-ai#1837)) ([84509a4](headroomlabs-ai@84509a4)) * **docker:** persist headroom workspace in compose ([headroomlabs-ai#1839](headroomlabs-ai#1839)) ([5e29c06](headroomlabs-ai@5e29c06)) * **docker:** report source build version ([headroomlabs-ai#1862](headroomlabs-ai#1862)) ([3807488](headroomlabs-ai@3807488)) * **evals:** default unparseable judge scores below pass threshold ([headroomlabs-ai#1892](headroomlabs-ai#1892)) ([42ebbc6](headroomlabs-ai@42ebbc6)) * **install:** pass sc.exe create as raw command line so binPath= quoting survives ([headroomlabs-ai#1654](headroomlabs-ai#1654)) ([headroomlabs-ai#1702](headroomlabs-ai#1702)) ([d6e0710](headroomlabs-ai@d6e0710)) * **install:** persist --no-http2 override through install apply ([headroomlabs-ai#1676](headroomlabs-ai#1676)) ([6fb5f3b](headroomlabs-ai@6fb5f3b)) * **mcp:** isolate ClaudeRegistrar CLI config env ([headroomlabs-ai#1888](headroomlabs-ai#1888)) ([1c947b1](headroomlabs-ai@1c947b1)) * **mcp:** surface dead proxy state ([headroomlabs-ai#1786](headroomlabs-ai#1786)) ([931eed8](headroomlabs-ai@931eed8)) * **memory:** resolve Trae cwd metadata from user reminders ([headroomlabs-ai#1737](headroomlabs-ai#1737)) ([headroomlabs-ai#1887](headroomlabs-ai#1887)) ([3e85eb1](headroomlabs-ai@3e85eb1)) * **opencode:** use local MCP config ([headroomlabs-ai#1383](headroomlabs-ai#1383)) ([4bd3ddf](headroomlabs-ai@4bd3ddf)) * **proxy/openai:** thread savings-profile kwargs into chat completions ([headroomlabs-ai#1606](headroomlabs-ai#1606)) ([7ff842d](headroomlabs-ai@7ff842d)) * **proxy/openai:** translate max_tokens -> max_completion_tokens on chat path ([headroomlabs-ai#1774](headroomlabs-ai#1774)) ([285808b](headroomlabs-ai@285808b)) * **proxy:** bound Codex WS compression fallback latency ([headroomlabs-ai#1802](headroomlabs-ai#1802)) ([d24a3f8](headroomlabs-ai@d24a3f8)) * **proxy:** bound HF tokenizer load and offload token counting off event loop ([headroomlabs-ai#1738](headroomlabs-ai#1738)) ([46d5d68](headroomlabs-ai@46d5d68)) * **proxy:** cancel retry backoff on shutdown ([headroomlabs-ai#1834](headroomlabs-ai#1834)) ([da2d8dc](headroomlabs-ai@da2d8dc)) * **proxy:** compress Anthropic user text blocks when enabled ([headroomlabs-ai#1875](headroomlabs-ai#1875)) ([e36439a](headroomlabs-ai@e36439a)) * **proxy:** freeze must forward cached (compressed) prefix byte-identical — stop token-mode cache busting ([headroomlabs-ai#1850](headroomlabs-ai#1850)) ([248ae0f](headroomlabs-ai@248ae0f)) * **proxy:** fsync savings dir after atomic rename ([headroomlabs-ai#1764](headroomlabs-ai#1764)) ([7de2c1e](headroomlabs-ai@7de2c1e)) * **proxy:** keep cache_control bounded + stable so the freeze overlay stops busting ([headroomlabs-ai#1852](headroomlabs-ai#1852)) ([4820134](headroomlabs-ai@4820134)) * **proxy:** persist lifetime cache-read savings across restarts ([headroomlabs-ai#1665](headroomlabs-ai#1665)) ([908997e](headroomlabs-ai@908997e)) * **proxy:** preserve streaming passthrough beta headers ([headroomlabs-ai#1783](headroomlabs-ai#1783)) ([0f553a8](headroomlabs-ai@0f553a8)) * **proxy:** release _active_streams session lock on setup-phase errors ([headroomlabs-ai#1864](headroomlabs-ai#1864)) ([2ccd831](headroomlabs-ai@2ccd831)) * **proxy:** retry HTTP/2 stream resets instead of 502ing ([headroomlabs-ai#1645](headroomlabs-ai#1645)) ([2ce19c2](headroomlabs-ai@2ce19c2)) * **proxy:** retry passthrough on transient upstream connection close ([headroomlabs-ai#1513](headroomlabs-ai#1513)) ([5d14080](headroomlabs-ai@5d14080)) * **proxy:** route Foundry Anthropic messages ([headroomlabs-ai#1878](headroomlabs-ai#1878)) ([739f654](headroomlabs-ai@739f654)) * **proxy:** serve /favicon.ico locally instead of tunneling upstream ([headroomlabs-ai#1787](headroomlabs-ai#1787)) ([headroomlabs-ai#1847](headroomlabs-ai#1847)) ([3076e32](headroomlabs-ai@3076e32)) * **proxy:** stop rtk stat failures from corrupting session baseline ([headroomlabs-ai#1693](headroomlabs-ai#1693)) ([681b9a8](headroomlabs-ai@681b9a8)) * **proxy:** strip 1m model suffix before upstream forwarding ([headroomlabs-ai#1840](headroomlabs-ai#1840)) ([e22d745](headroomlabs-ai@e22d745)) * **proxy:** subtract cache write premiums from net savings ([headroomlabs-ai#1800](headroomlabs-ai#1800)) ([53a465b](headroomlabs-ai@53a465b)) * **router:** honor MCP aliases in excluded tools ([headroomlabs-ai#1822](headroomlabs-ai#1822)) ([headroomlabs-ai#1863](headroomlabs-ai#1863)) ([140d6e4](headroomlabs-ai@140d6e4)) * **rtk:** link managed rtk onto PATH instead of mutating the hook ([headroomlabs-ai#1698](headroomlabs-ai#1698)) ([140cb05](headroomlabs-ai@140cb05)) * **streaming:** preserve server_tool_use sse blocks ([headroomlabs-ai#1826](headroomlabs-ai#1826)) ([4ac5493](headroomlabs-ai@4ac5493)) * **toin:** publish skip compression recommendations ([headroomlabs-ai#1782](headroomlabs-ai#1782)) ([be51008](headroomlabs-ai@be51008)) * **transforms:** normalize diff compressor context ([headroomlabs-ai#1801](headroomlabs-ai#1801)) ([838c523](headroomlabs-ai@838c523)) * **transforms:** pass through ragged tables instead of misaligning columns ([headroomlabs-ai#1713](headroomlabs-ai#1713)) ([c7665ca](headroomlabs-ai@c7665ca)) * use rtk native Cursor hook instead of injecting .cursorrules ([headroomlabs-ai#756](headroomlabs-ai#756)) ([headroomlabs-ai#1846](headroomlabs-ai#1846)) ([1573f1f](headroomlabs-ai@1573f1f)) * **wrap:** replace stale-proxy detection with Vite-style port fallback ([headroomlabs-ai#1406](headroomlabs-ai#1406)) ([b4205c6](headroomlabs-ai@b4205c6)) ### Performance Improvements * **proxy:** cap compression workers to CPU count ([headroomlabs-ai#1803](headroomlabs-ai#1803)) ([0a3851b](headroomlabs-ai@0a3851b)) * **savings:** batch tracker persistence off the request hot path ([headroomlabs-ai#1817](headroomlabs-ai#1817)) ([451b9f0](headroomlabs-ai@451b9f0)) ### Dependencies * bump the cargo-minor-patch group across 1 directory with 7 updates ([headroomlabs-ai#1909](headroomlabs-ai#1909)) ([45601d9](headroomlabs-ai@45601d9)) * bump the npm-minor-patch group across 4 directories with 18 updates ([headroomlabs-ai#1907](headroomlabs-ai#1907)) ([8872bbc](headroomlabs-ai@8872bbc)) </details> --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Description
Headroom's
detect_content_type()only recognizes content starting with[as a `JSON array. Many web search tools (SerpAPI, Tavily, custom backends) return space-separated JSON objects instead of a real array like follows{"title": "Result 1", "url": "..."} {"title": "Result 2", "url": "..."} {"title": "Result 3", "url": "..."}That shape is detected as
PLAIN_TEXT(confidence 0.5), so SmartCrusher never processes it and web-search results compress 0%.Closes #1741
Type of Change
Changes Made
content_detector.py:_try_detect_jsonnow recognizes a run of ≥2 whitespace-separated (space- or newline-separated) JSON objects and returnsJSON_ARRAYwithmetadata["concatenated"] = True. The router already falls back to the Python regex detector when the native detector returnsPLAIN_TEXT(content_router.py), so this fixes routing on the default backend too.content_detector.py: addednormalize_concatenated_json()(and a_decode_concatenated_json()helper) that rewrites the space-separated shape into a canonical[{…}, {…}]array string.smart_crusher.py:SmartCrusher.crush()normalizes concatenated JSON to a real array before handing it to the Rust crusher, so it actually compresses._try_detect_json('{"id": 1}')→None), and any non-JSON token between objects disqualifies the run. Existing[-array detection is unchanged.Testing
pytest) — affected suites (full suite has network-dependent ML tests that can't run offline; see note)ruff check .)mypy headroom)Test Output
Real Behavior Proof
uv pip install -e .) with the Rust_corecompiled locally; default detection backend (native Rust → Python-regex fallback on PLAIN_TEXT).web_searchpayload throughdetect_content_type()andContentRouter().compress(), before and after the patch (repro below).PLAIN_TEXT(conf 0.5) →JSON_ARRAY(conf 1.0) and SmartCrusher compression goes from 0.0% to 34.2% (10369 → 6819 bytes) on the identical payload.PLAIN_TEXT); separators other than whitespace (comma-separated-without-brackets is intentionally not claimed).Before:
After:
Review Readiness
Checklist
Additional Notes