Port the exact submitted-wire-text ownership boundary from #93546 onto
current topical runtime code. Do not add the candidate's mocked-result
fallback or storage-level content deduplication. Preserve later distinct
and identical user events, separate identical accepted turns, and keyless
inputs. Add two regression invariants and offline subprocess-wire A/B.
Local wire A/B: 4/8 control matrix passing on base, 8/8 after.
Broader tests queued behind campaign lock; not ready for merge.
Refs #104653
Original diagnosis: @gitszabolcs (#38254)
Original implementation: #43127, submitted by @vashkartik
Focused salvage and wire-text correction: @fancyboi999 (#93546)
Current-main carry-forward considered: #104698
Co-authored-by: Xinmin Zeng <135568692+fancyboi999@users.noreply.github.com>
Co-authored-by: VECTOR <vector.hq@outlook.com>
Extend #104477 to the native thinking, vision, metadata, and local header paths identified by #87641. Materialize only at probe boundaries; leave the chat callable and cache ownership untouched. Local-wire A/B: thinking and vision show requests change from 403 to 200, while static credentials and callable chat retain success. Target suites queued.
Co-authored-by: liuhao1024 <sunsky.lau@gmail.com>
Two test-only corrections for the failures on run 34105317301:
- tests/agent/test_anthropic_adapter.py::TestResolveAnthropicToken: the new
skip_borrowed branch reads ``entry.source``. ``PooledCredential.source`` is a
required dataclass field that ``from_dict`` always materializes (defaults to
SOURCE_MANUAL) and ``_available_entries`` returns only PooledCredential, so a
production entry can never lack it. The three SimpleNamespace doubles were the
incomplete side; build them via ``PooledCredential.from_dict`` instead of
duck-typing production with getattr.
- tests/agent/test_auxiliary_client.py::test_stale_anthropic_fallback_refreshes_and_retries:
the PR itself now passes ``failed_api_key=<client.api_key>`` into
``_refresh_provider_credentials`` so an unrelated borrowed login never owns the
refresh; the assertion still expected the bare ``("anthropic")`` call. Give the
stale client an explicit api_key and assert the request-bound call. Main's
auxiliary changes since the PR base (ebe4e7bb44, b40998bc3c..cb1a42d33b) did not
move this call.
Port owned-before-borrowed resolution from #104624, crediting the root cause in #104622. Include the synchronous and asynchronous auxiliary fallback recovery sites: forward the failed request key so an unrelated borrowed login never owns that refresh. Local-wire probes preserve the borrowed file and exchange only the owned grant. Broader validation remains queued; do not treat this commit as ready.
Co-authored-by: liuhao1024 <sunsky.lau@gmail.com>
Co-authored-by: d-bow-dev <24577047+dwb1991@users.noreply.github.com>
The memory_tool schema advertises new_text as an alias for content, and
memory_tool resolves it when content is None. But the table-driven inline
executor's arg_specs (agent/inline_tool_executors.py) did not list new_text,
so _call_tool's allowlist silently dropped it: a replace call using the
documented alias reached memory_tool with both fields None and failed with
"content is required for 'replace' action." — even though the caller
supplied the value. Forward new_text alongside content/old_text so the
documented alias fires and content still wins when both are set, matching
what the batch path (op.get("content") or op.get("new_text")) already
accepts.
Regression coverage from PR #104214. Live inherited-compress probe reproduces the same failure on main; serial unit runner lock is busy.
Co-authored-by: fangliquanflq <fangliquan@qq.com>
Slim salvage of #104688: place project context before workspace state and
keep cwd outside the stable prefix. Put runtime hints behind a final
renderer-owned boundary so quoted operator, memory, plugin and embedder
examples cannot override the persisted runtime cwd or identity fields.
Retain legacy unmarked prompt validation, add two invariant tests and a
credential-free real-AIAgent/git-worktree replay harness. No provider
cache-hit or billing measurements are claimed.
Co-authored-by: joaomarcos <joaomarcosdias444@gmail.com>
Co-authored-by: HexLab98 <liruixinch@outlook.com>
Track raw task identities across an agent's turns and match them against
process owner_task_id during close. Session IDs and shared terminal keys
are not process ownership, so the old bulk cleanup missed delegated work.
Preserve parent/sibling processes and consume teardown notifications.
Move task-resource cleanup into the lifecycle mixin, add real-process
isolation regressions, and document background process lifetime.
Use request-local stream silence for the waiting notice, preserving quiet
activity heartbeats and all existing watchdog policies. Distinguish a stream
that stopped from a request with no response, and clear this request's notice
on the next poll when events resume. Existing fresh first-event retry phases
also reset the display; recovery deadlines explicitly use total call elapsed.
Add two invariant tests (eight cases), proven red on main, plus EN/ZH docs.
Local SDK SSE through classic CLI callbacks in a PTY verifies active reasoning,
true silence, and an already-visible warning clearing on resumed reasoning.
Related: #92657 addresses repeated waiting notices; its phase deduplication
still labels active streams as no response and is not incorporated here.
The image-part membership test in _payload_chars() ran on every dict in
the request, so a tool JSON Schema with a parameter named "type" (its
value is the sub-schema dict) or a multi-type value like
["string", "null"] raised TypeError: unhashable type before the
request reached the provider. Guard the membership test with
isinstance(str): structured "type" values are payload data, not
content parts, and keep the legacy walk for them.
estimate_request_context_tokens (the stale-stream / non-stream watchdog and Codex TTFB floor
estimator) did len(str(payload)) // 4 over the wire payload, so one native screenshot read as
~100K tokens and selected the 1200s giant-conversation floor while the provider's real prompt
was ~2K (#63871, #76411). Image content parts on both wire shapes (Chat image_url / Responses
input_image) now cost the per-image price learned from provider usage (agent/image_token_cost,
bound per turn; worker threads inherit it via copy_context); base64-looking STRINGS stay text
and tool schemas mentioning image are not images.
A/B, one 300KB screenshot: main estimate 100,545 -> codex floor 1200s / stale 300s; now 2,025
-> floor 0s / stale 180s.
Design and boundary (structured parts only, tools/instructions opaque, plain data-URL strings
stay text) from #76471 by @crdesign8; re-authored to reuse the learned cost instead of a second
fixed constant, and trimmed to 2 invariant tests.
The Chat Completions schema has no `name` field on `role: tool` (only on
the long-removed `role: function`), but Hermes carries the tool name over
onto the result message. Permissive providers ignore it; strict ones
(aki.io) reject the whole payload with `contains item with unknown key
name`, which breaks every tool call in the session.
Follow-up to the review on #51365:
- The strip now goes through the copy-on-write `mutable_msg()` path in
`convert_messages()`, preserving the identity/copy-on-write contract
instead of mutating `msg` in place.
- `handle_max_iterations()` hand-builds its summary payload and calls
`chat.completions.create()` directly, bypassing the transport, so it
leaked `name` even with the transport fixed. It now mirrors the same
role-qualified removal, next to the existing tool_name/codex_*/timestamp
strips.
The removal is role-qualified: `name` stays on user/assistant messages,
where it is schema-valid.
Regression coverage on both paths; both tests fail without the fix.
A flat per-image constant (1500 in the trigger estimator, 1600 in the tail-budget walk) is wrong in
both directions: a screenshot costs ~1,100 tokens on one provider and 4,000+ on a local mmproj
model. In a GUI loop on a 64K window the estimate sat at ~20K while the real prompt passed 80K,
so compaction never fired and the provider rejected every request (#70328).
The provider prices every image exactly on the request that carries it, so the cost is
observable from usage alone, with no vendor formula: with a fresh usage anchor, the residual
between the next real prompt_tokens and anchor + text-only delta is the price of the N images
that delta introduced.
- agent/image_token_cost.py: calibrate_from_usage() runs in record_response_usage before the new
anchor is captured; the learned value (EMA, plausibility-banded) is kept per model@host in
~/.hermes/cache/image_token_costs.json and bound per turn through a ContextVar.
- estimate_messages_tokens_rough, _content_length_for_budget (tail walk) and gateway hygiene all
read the same bound value, so trigger and walk agree; the per-message memo now caches text
tokens and image COUNT so a recalibration re-prices cached rows.
- One flat default (1500) remains only until the first vision turn; the duplicate 1600 is gone.
evals/token_accounting/ab_image_cost_calibration.py (real AIAgent, fake provider pricing images
at 4,000, one screenshot per turn, 64K window): main learns nothing (1500) and the tail walk
under-prices its own protected tail by 56.5%; this branch learns 4,374 after one vision turn
and the walk's error is +8.5%.
Reporter and first-fix credit: @JonthanaHanh (#70328, #70463).
Diagnosing the 1,393-agent run's cache misses took a state.db join and a live
probe because none of the three were on the one line we log per call:
write=<n> cache_creation tokens; a write costs 50x a read, so this is the
money, and "read stuck, write large" on consecutive lines is a
routing miss visible without a probe
id=<id> the provider's response id (Anthropic msg_..., OpenRouter/Nous
gen-...): what a provider needs to look a request up
upstream=<n> who actually served, when the route reports it (OpenRouter's
`provider`); how we learned GMI was not serving
Fields are appended to the existing line and omitted when absent, so every
existing parser (evals/postmortem, the two cache_prefix probes) keeps
matching; the forensics parser reads them when present.
The streamed chat path fabricated `id="stream-<uuid>"` and dropped the
chunks' id/provider on the floor; it now keeps the first chunk's id and
provider, falling back to the fabricated id only when the stream never sent
one. Nothing depended on the prefix.
Live (Nous, Fable 5.1, both wires): chat -> `write=3759
id=gen-1788727882-... upstream=Anthropic`; native -> `id=gen-1788727891-...`
(the Anthropic Message object's id was already real). Tests: fields present
and omitted, prefix unchanged; forensics parser reads new and old lines.
The prefetch spill is the fix; the is_builtin registration flag and duplicate-
instance rejection defended against a provider naming itself "builtin", which no
live path can do (only a test fixture does). Restore the name-based check and the
four test files that only changed for the new kwarg; keep two spill invariants.
Codex Responses reasoning and compaction items carry ciphertext the provider prices by its own
token count, never by bytes; a single native compaction checkpoint is ~5M chars, which the
bytes/4 estimator turned into ~1.29M "tokens" against a 204K threshold (#100611). #104192 deferred
that decision for one request; this removes the mis-pricing at the source so the preflight
estimator and the tail-budget walk agree (a mismatched size class protects blob-heavy rows as
"small" and compaction re-fires). Only real usage prices these items, and the usage anchor carries
that price forward.
evals/native_compaction/ab_checkpoint_preflight.py: preflight estimate after checkpoint
1,292,413 -> 58 rough tokens; the over-threshold negative arm still compresses.
Two parallel "real usage" mechanisms fought each other: the usage anchor (real + delta) and the
compressor's rough/real projection (should_defer_preflight_to_real_usage with
last_rough_tokens_when_real_prompt_fit / _pending_request_rough_tokens / note_request_rough_estimate
baselines). The projection stored an anchored, real-scale figure as its "rough" baseline, so a
rewind that invalidated the anchor produced phantom growth and a spurious compaction (#103391).
Now there is one authority:
- Post-tool gate (turn_preflight.compress_after_tool_results): anchored figure first (the raw
last_prompt_tokens ignored the tool results just appended), then real, then rough.
- Gateway hygiene (run_turn._hmwa_hygiene_plan): real session count, else the anchor persisted on
the session row, else rough.
- Preflight / pre-API gates: an anchored figure is never deferred. A whole-context rough estimate
over threshold waits ONE request for the provider's real count instead of compressing on a guess
(first request, rewind/edit-resend, reloaded history without a persisted anchor).
- The wait is one request, never a disable: a provider that omits usage
(note_usage_less_response, #2153 class), a real reading already over threshold, a rough figure
past the whole window, and provider-proven overflow all compress immediately; the post-compaction
latch (#36718 / #104192) is unchanged.
- Projection baselines and their bookkeeping deleted (-101 LOC in context_compressor); the fixtures
that scripted whole-history estimates now state the fact they relied on (provider omits usage).
Fixes#103391 (closes#103397 by construction — the baseline it repaired no longer exists).
The usage anchor (real usage.prompt_tokens + delta estimate of what was appended since)
identified the priced transcript by id() of the last message, so it was None on EVERY
gateway turn (history is re-read from the DB each turn) and in every fresh process
(--resume, desktop per-turn serve). Those are exactly the surfaces where the bytes/4
estimate then fired local compression against payloads the provider priced far under
threshold (#99421, #104462).
- agent/usage_anchor.py owns the anchor: content fingerprint instead of id(), persisted on
the session row (model_config._usage_anchor) via set_usage_anchor(), restored on the first
resumed turn while the durable transcript still matches, cleared with the row on
compaction / codex-native rewrite / session reset.
- Callers repointed from model_metadata (the compat table follows).
Design and persistence slot from #99585 by @686f6c61; re-authored against the Sep 2026
layout (the branch predates the model_metadata / agent_init split).
Teknium