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1449 commits

Author SHA1 Message Date
PRATHAMESH75
e45f2b39e2 fix(codex): clamp oversized Responses call_id so MCP tools don't brick sessions (#73492)
The codex app-server namespaces MCP tool call ids as
codex_mcp__<server>__<tool>_<codex_call_id>. With an exec-<uuid> component the
built-in hermes-tools server alone overflows the Responses API's 64-char
call_id limit, so the request 400s with a non-retryable "string too long".
The offending item sits near the head of the transcript and replays every
turn, permanently bricking the session — the only recovery is /reset.

Sibling defect to #10788, which clamped input[*].id via
_MAX_RESPONSES_ITEM_ID_LENGTH. Apply the same treatment to call_id at both
Responses emit sites in _chat_messages_to_responses_input: a deterministic
surrogate (call_ + sha256[:32]) for ids over the limit, short ids unchanged.
Because the surrogate is a pure function of the original id, a function_call
and its matching function_call_output — which carry the same original id — map
to the same surrogate and stay paired without correlating the two items.
2026-07-29 00:47:54 +05:30
Ivan Miao
26dd976fbe fix: align Gemini billing pricing with provider catalog 2026-07-28 11:54:46 -07:00
Ivan Miao
ecebff82d2 fix: support Gemini billing route mapping and pricing update 2026-07-28 11:54:46 -07:00
Teknium
5dc6a14c14 fix(credits): remove the 'Grant spent · $X top-up left' notice
The grant_spent notice fired for every subscription user with top-up
funds the moment their cap was reached and camped in the CLI/TUI status
bar and desktop toasts with no action to take — the account keeps
working off top-up. Remove it everywhere:

- agent/credits_tracker.py: drop grant_cond + the emit/clear block;
  the dev fixture state now (correctly) produces no notice
- TUI: keep the turn-start clear of credits.grant_spent as back-compat
  for older backends that still emit the key
- Desktop: drop the demo step and stale comment references
- Docs/config comments: remove grant-spent from credits_notices text
- Tests updated: policy/cold-start now assert the key never fires

Usage bands, depleted, and restored notices are unchanged; /usage still
reports the full balance breakdown.
2026-07-28 11:21:44 -07:00
Alex Fournier
5e34fa2d5c fix(relay): preserve provider stream errors
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-28 09:58:43 -07:00
Alex Fournier
b1a5d67e71 Merge upstream main into fix/hermes-relay-anthropic-context
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-28 08:10:58 -07:00
kshitijk4poor
2e9559adf0 test(compression): resolve context_length inside mock in overflow-warning fixture
CI shard 4 caught 4 failures the local baseline diff missed (local env
pollution made them look pre-existing): _make_compressor() constructs
under a get_model_context_length mock but the lazy deferral (#32221)
pushed resolution past the with block, so the 96K window / 75% floor the
tests rely on never materialized. Resolve inside the mock.
2026-07-28 20:04:58 +05:30
kshitijk4poor
49f50c68a0 fix(compression): coherent context_length setter — no-op guard, re-floor on new window, un-strandable init log
Review-pass findings on the lazy-init deferral:

- No-op guard: the codex app-server usage callback assigns
  compressor.context_length on EVERY response (same window each time).
  The setter unconditionally invalidated the derived budgets, wiping
  runtime corrections applied directly to threshold_tokens /
  tail_token_budget (aux-context threshold sync) — those persisted on
  main's eager init. Same-value assignment is now a no-op.

- Re-floor on genuinely new window: the setter invalidates budgets but
  previously kept the stale threshold_percent, so a codex window switch
  recomputed threshold_tokens from the new window with the old model's
  floored percent. Re-apply the raise-only small-context floor from
  _base_threshold_percent so percent and tokens derive from the same
  window (guarded with getattr for object.__new__ test instances).

- Init log extracted to _emit_init_summary_once() and also fired from
  the setter path, so a consumer assigning context_length before any
  read no longer strands the startup line forever.

- threshold_tokens getter resolves the window into a local before
  reading threshold_percent — correctness no longer depends on
  left-to-right argument evaluation order.

- reasoning_timeouts: fix inaccurate 'tuples are immutable' comment
  (the container is a list; safety comes from build-once-at-import),
  document why the slug stays in the tuple.

Adds TestContextLengthSetterCoherence (3 tests): same-value assignment
preserves overrides; new-window assignment re-floors both directions.
2026-07-28 20:04:58 +05:30
kshitijk4poor
5ce8e34767 test(compression): resolve context_length inside mocks across suites hit by lazy-init deferral
Baseline diff vs clean upstream/main (182 pre-existing environmental
failures on both sides) showed exactly 6 PR-caused failures, all the same
mechanism: tests construct ContextCompressor under a
get_model_context_length mock and read threshold_percent/threshold_tokens
after the with block, or build via object.__new__ and assign
context_length AFTER the derived budgets (the setter now resets the
lazily-cached budgets).

- test_compression_small_ctx_threshold_floor: resolve inside _make()
- test_cjk_token_estimation: resolve inside mock
- test_per_model_compression_threshold: resolve inside mock (2 tests)
- test_pre_compress_memory_context: assign context_length before
  threshold/tail/summary budgets; add summary_target_ratio
2026-07-28 20:04:58 +05:30
kshitijk4poor
fd53fa3eac test(compression): resolve context_length inside mocks for tests added on main since PR base
TestThresholdTokensCap and TestLazyContextResolution landed on main after
the #38991 lazy-init base; they construct ContextCompressor under a
get_model_context_length patch and read threshold_tokens after the with
block. With deferred resolution the probe now fires lazily, so resolve
inside the mock (same pattern as the rest of the suite) and give the
lazy-resolution mock a real return_value.
2026-07-28 20:04:58 +05:30
kshitijk4poor
4da1abf789 test(caching): guard prompt-cache shallow-copy mutation-safety + byte-equivalence
Self-review found the deepcopy->shallow-copy change in
apply_anthropic_cache_control (#57046) had no test pinning the
"prompt caching is sacred / never mutate the caller's list" invariant.
The old test_returns_deep_copy only exercised the single marked message,
never an un-marked shared reference, so a regression that deep-copied too
little would pass the whole suite.

Add two tests: (1) caller list + every element left byte-identical after
the call, un-marked middle messages returned as shared references, marked
messages fresh copies, and mutating a returned marked message does not leak
upstream; (2) structural byte-equivalence vs a reference full-deepcopy
implementation across both native_anthropic modes and two TTLs.

Mutation-verified: neutering the per-message deepcopy makes test (1) fail.
2026-07-28 20:04:58 +05:30
kshitijk4poor
44bd0521a4 fix(compression): keep ContextCompressor init non-blocking when quiet_mode=False
The lazy-init change in #32221 deferred get_model_context_length() out of
ContextCompressor.__init__, but the "Context compressor initialized" log
(emitted only when quiet_mode=False) reads self.context_length,
self.threshold_tokens and self.tail_token_budget. Those property reads
resolve the deferred value, so the synchronous model-metadata probe still
ran inside __init__ on the interactive-CLI path — the exact blocking the
PR removed, just narrowed to the non-quiet path.

Emit the informative line once, on first context-length resolution, so
construction stays non-blocking on every path. Add a regression test
asserting no probe fires in __init__ with quiet_mode=False and that the
init log is emitted exactly once on first access.
2026-07-28 20:04:58 +05:30
Rod Boev
f8d6f79c1a test(agent): fix lazy-init rebase test fallout (#32221)
(cherry picked from commit 920013f8d9)
2026-07-28 20:04:58 +05:30
Rod Boev
958a81a1e4 perf(agent): defer synchronous httpx.post out of AIAgent.__init__ (#32221)
(cherry picked from commit 1fe63238b0)
2026-07-28 20:04:58 +05:30
Soju06
82e2c9ce40 perf(agent): reuse the per-request OpenAI wire client across sequential LLM calls
Every LLM call built a fresh openai.OpenAI wire client (new httpx pool,
TCP+TLS handshake, measured 19.2ms p50 / 35.5ms p95 per call at ~5 calls
per tool-loop turn) and closed it when the request finished. Cache ONE
reusable wire client on the agent, keyed by the effective client kwargs:

- _create_request_openai_client hands back the cached client when the
  effective kwargs are identical; any change (credential rotation,
  provider failover, vision default_headers) evicts and rebuilds.
- Only a request that produced a response reports a reuse close reason
  (request_complete / stream_request_complete); error unwinds report
  *_error_cleanup and really close, so a retry after a request error
  always builds a fresh pool.
- Cross-thread aborts poison the slot: a pool whose sockets were
  shutdown(SHUT_RDWR) from a stranger thread is never reused (#29507) —
  the owner-thread close discards it and the next create rebuilds. The
  holder read and the abort are atomic (under the holder lock) at all
  three abort sites, so a late abort can never poison the NEXT request's
  checked-out client.
- Worker-side interrupt breaks close the half-read SSE stream on the
  owning thread before building the partial response; a failed close
  poisons the slot (otherwise each interrupt leaked one checked-out
  connection until the pool hit PoolTimeout). run_codex_stream gets the
  same poison-on-close-failure handling.
- Single checked-out slot (in_use): a concurrent call gets an untracked
  client with the old per-request lifecycle.
- release_clients() / close() really close the cached client when idle;
  if a worker has it checked out they abort the sockets and detach the
  slot, deferring the FD release to the worker's own close.
- MoA facade and Mock passthroughs never enter the cache; max_retries=0
  is preserved on all request clients.
2026-07-28 19:06:59 +05:30
kshitijk4poor
a41dc65ba7 test: guard coalescing field lists against update_token_counts drift
Follow-up to PR #64171. The _TOKEN_DELTA_* classification must exactly
cover update_token_counts' keyword surface: an unclassified kwarg is
silently kept only from the first delta of a merged run. Introspect the
live signature and fail with a pointed message when a future kwarg is
added without classification (or a classified field is removed).
2026-07-28 18:47:54 +05:30
kshitijk4poor
927633272f fix: claim busy before clearing queue in _stop_token_writer drain
Follow-up to PR #64171. The writer loop and flush_token_counts'
caller-drain both set _token_writer_busy BEFORE popping the queue —
that ordering is what makes flush's lock-free fast path (reads queue
then busy, no cond held) sound. _stop_token_writer's leftover drain did
it backwards (clear queue, then set busy), leaving a few-bytecode window
where a concurrent flush could observe 'empty and idle' and return True
with the popped batch still unapplied. Shutdown-only staleness, no data
loss — but the protocol now matches at all three drain sites.

Test: concurrent flush during a stop-drain mid-apply must time out
(False), never report drained.
2026-07-28 18:47:54 +05:30
kshitijk4poor
e49705d6af fix: respawn dead token writer and never let coalescing kill it
Follow-up to PR #64171. Two writer-death hardening gaps:

- queue_token_counts only spawned the writer when the thread object was
  None, so a writer that died from an unexpected exception could never be
  replaced: deltas piled up on the uncapped deque until a reader's flush
  drained them synchronously. Respawn on 'not thread.is_alive()' instead.
  (atexit re-registration on respawn is safe: unregister removes all equal
  bound-method registrations and the drain hook is idempotent.)

- _coalesce_token_deltas ran outside the per-delta try/except in
  _apply_token_batch, so a merge bug (e.g. an unclassified future kwarg
  summing None + 0) would escape and kill the writer thread. Wrap it and
  fall back to applying the raw batch — coalescing is an optimization,
  never load-bearing.

Tests: coalesce-failure fallback + dead-writer respawn.
2026-07-28 18:47:54 +05:30
Soju06
174ad45939 perf(state): apply per-call token accounting on a background single-writer queue
Every API call in the tool loop persisted its token/cost delta by
calling SessionDB.update_token_counts() synchronously on the turn
thread — a BEGIN IMMEDIATE sessions UPDATE plus a session_model_usage
upsert, measured in production at p50 3.3ms / p95 70.4ms per call and
up to 299ms against a cold multi-GB state.db. The tool loop stalls for
that long between calls, N times per multi-tool turn.

SessionDB gains queue_token_counts(): same signature and semantics as
update_token_counts(), but the critical path is a deque append plus a
condvar notify. A lazily started daemon thread applies deltas in
enqueue order through the existing update_token_counts ->
_execute_write path, so the established self._lock / BEGIN IMMEDIATE /
jitter-retry discipline is unchanged. When a backlog forms, adjacent
same-route incremental deltas coalesce into one UPDATE: token and
api-call fields sum, cost fields sum None-preservingly (an all-None
run stays None so COALESCE keeps the stored value), and absolute=True
deltas never merge and act as ordering barriers. Route equality is
required for a merge because those fields feed COALESCE backfill, the
last-non-None-wins status fields, and the per-model usage attribution
key — a merged apply is row-equivalent to sequential applies.

Correctness and durability:

- flush_token_counts() gives read-your-writes to token/cost readers
  (get_session, list_sessions_rich, _get_session_rich_row,
  list_gateway_sessions, InsightsEngine.generate) — a plain attribute
  check when nothing is queued. The writer sets its busy flag before
  popping the queue so the lock-free fast path can never miss an
  in-flight batch.
- update_session_model / update_session_billing_route /
  update_session_meta write the sessions row synchronously, bypassing
  the queue, so they flush it first: a still-queued first-of-session
  delta carries the pre-switch route, and applying it after the switch
  UPDATE would trip the first_accounted_route branch (api_call_count
  == 0 plus a route mismatch) and resurrect the old model/provider.
- AIAgent._persist_session flushes at turn finalize and every
  error-exit persist point; close() stops and drains the writer before
  the WAL checkpoint; an atexit hook (registered on first enqueue,
  unregistered on close so closed instances are not pinned until
  interpreter exit) drains at shutdown. Worst-case crash loss is the
  in-flight call's delta — the same window as the old inline write.
- A flush trusts a live stop-flagged writer (its loop drains before
  exiting) and only drains on the caller's thread when the writer is
  dead or never started, claiming the same busy flag so concurrent
  flushes wait instead of racing an in-flight batch.
- After close() has stopped the writer, queue_token_counts applies the
  delta inline instead of parking it on a queue nothing will drain; a
  closed-connection failure then raises at the call site, which
  already guards for it, exactly like the old synchronous path.
- Writer apply failures are logged and never raise into a turn; the
  writer thread survives and keeps applying.

Call sites switched to the queue: the per-call site in
agent/conversation_loop.py and both codex app-server sites in
agent/codex_runtime.py. In-memory per-turn counters
(agent.session_estimated_cost_usd etc.) stay synchronous, so live turn
displays never see the queue.

Tests: tests/agent/test_async_token_accounting.py (19 tests: enqueue
ordering, absolute-as-barrier, backlog coalescing with exact sums,
coalesced-vs-sequential row equivalence, merge unit rules, None-cost
preservation, read-your-writes, flush vs stop-flagged/concurrent
drains, inline apply after writer stop, close/atexit durability,
_persist_session drain, writer failure isolation);
tests/run_agent/test_token_persistence_non_cli.py updated to the
queue_token_counts contract.
2026-07-28 18:47:54 +05:30
Brooklyn Nicholson
bf0871fbf8 fix(agent): type a synthesized user turn when its row is written
The auto-continue recovery note was typed only after run_conversation
returned, so its row sat untyped for the whole turn — and permanently
when the continuation was itself killed, which is the case it exists
for. persist_user_display_kind stamps the type on the live message
before the crash persist writes it, in the same insert as the content.
The flush also carries display_metadata through, which it was dropping.
2026-07-28 03:54:16 -05:00
Alex Fournier
eda54775e2 fix(relay): isolate streaming callback contexts
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 21:11:04 -07:00
Alex Fournier
14bed44c8c Reapply "feat(observability): integrate NeMo Relay runtime and shared metrics"
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 21:10:51 -07:00
Brooklyn Nicholson
045811f5be fix(context): keep @ref tokens inline instead of stripping them from the prompt
Expanding an @file:/@folder: reference deleted the token from the message
it was typed in, leaving a hole in the sentence and no anchor for clients
to chip. The attached context block still names each ref, so nothing is
lost by leaving the token where the user put it.
2026-07-27 22:55:18 -05:00
Aaron Weiker
4587d77e0e fix(errors): log when the empty-stub guard and malformed-body classification fire
Add distinct, greppable log lines at both fix sites so the condition is
observable in the field instead of only inferable from the absence of the old
'Cannot compress further' spiral:

- chat_completion_helpers: warn when an empty partial-stream stub is replaced
  with the placeholder (0 chars recovered, no tool call).
- error_classifier: warn when a malformed-body 400 is classified as
  format_error rather than context overflow, with num_messages/approx_tokens.

Extend the litellm-shape classifier test to assert the warning is emitted.
2026-07-27 20:27:56 -07:00
Aaron Weiker
207a6c969d fix(errors): stop empty-content stream stubs from poisoning the transcript
A stream that dies after delivering deltas but with 0 recovered chars (and
no captured tool call) produced a content-less assistant stub. That empty
non-final message is invalid for the Anthropic schema, so every later request
400s with 'all messages must have non-empty content' (INVALID_REQUEST_BODY).
On a large session the 400 was misclassified as context overflow, dropping the
loop into a compression spiral that ends in 'Cannot compress further' — a
misleading context-size error on a session nowhere near its limit.

Root cause: substitute a minimal '[response interrupted]' placeholder so the
stub is never empty.

Misclassification: add _INVALID_MESSAGE_BODY_PATTERNS (checked before the
context-overflow heuristic) to classify these as non-retryable format_error,
and teach the body extractors the litellm/Bedrock errorMessage/errorCode/
errorArgs shape so descriptive proxy errors are not mistaken for generic ones.

Adds RED-verified regression tests for the stub path and three classifier tests
(including a guard that real overflows still compress).
2026-07-27 20:27:56 -07:00
Jeffrey Quesnelle
841a5a744a
Revert "feat(observability): integrate NeMo Relay runtime and shared metrics" 2026-07-27 22:28:08 -04:00
Alex Fournier
70d8db7409 Merge upstream main into feat/hermes-relay-shared-metrics 2026-07-27 15:08:25 -07:00
kshitijk4poor
708390f47d refactor(moa): co-locate guidance peel with attach, add round-trip contract
_peel_moa_guidance hand-implemented the inverse of moa_loop's
_attach_reference_guidance from a different module — a drifting separator
or shape would make the peel silently no-op and put the last cache
breakpoint on the turn-varying guidance block (the #72626 bug class).
Move the inverse into moa_loop.peel_reference_guidance directly adjacent
to the attach, keep a thin wrapper in conversation_loop, and pin the
contract with a round-trip test over all three attach shapes.

Also fix the empty-list residue: peeling a guidance-only content part now
drops the whole message (mirroring the appended-user-message shape)
instead of leaving an empty-content user turn behind.
2026-07-28 01:10:05 +05:30
kshitijk4poor
f9be15d0f9 fix(agent): rebase MoA prepared request even when guidance is empty
guidance=None is a real prepared shape (all references failed / silent
degraded policy builds prepared_request without attaching guidance), and
the MoA facade sends prepared['messages'] — not api_kwargs['messages'].
Gating the rebase on 'and guidance' left the stale decoration in the
prepared object for the no-guidance MoA sub-path, so #72626 persisted
there. rebase_prepared_request already handles falsy guidance (copies
messages, skips the attach).
2026-07-28 01:10:05 +05:30
kshitijk4poor
bfd82660b5 refactor(agent): share static-prefix reconstruction, memoize failed rebuilds
The static-prefix reconstruction pattern (build_system_prompt_parts ->
['stable'] -> startswith gate -> fail-open) existed in three copies:
session restore (conversation_loop), compression keep-prompt path
(conversation_compression), and the new failover redecoration helper.
Hoist it into agent/system_prompt.reconstruct_static_prefix and call it
from all three sites.

Also memoize failed rebuilds per stored prompt (_static_rebuild_failed_for):
the redecoration chokepoint runs at the top of every retry attempt, and a
persistent stable-tier mismatch (restored session whose SOUL.md/skills
changed since save) would otherwise re-run the full prompt build — SOUL.md,
context files, memory I/O — on every attempt of every API call for the
life of the session. A legitimately changed stored prompt retries once.
2026-07-28 01:10:05 +05:30
kshitijk4poor
2322f0dcca fix(agent): restrict strip flatten to decoration-produced shapes
strip_anthropic_cache_control flattened ANY pure-text multi-part content
list with a separator-less join. Decoration only ever produces a single
text part or the 2-part [static, volatile] system split; organic
multi-part text (merged user turns, imported transcripts) got word-jammed
and parts carrying extra keys (citations) were silently dropped — on the
common no-failover path, since redecoration runs on every attempt.

Restrict the flatten to the exact decoration-produced shapes and make
marker removal copy-on-write on part dicts (the per-call message copy is
shallow, so parts alias the persistent history).
2026-07-28 01:10:05 +05:30
HexLab98
ece0107fc2 test(agent): cover prompt-cache redecoration across failover policy changes
Add strip_anthropic_cache_control coverage and policy-change cases
(cache-off→on, on→off, native→envelope, MoA guidance outside marker)
that TestSyncFailoverPreservesCacheDecoration did not exercise.
2026-07-28 01:10:05 +05:30
kshitijk4poor
2c1809e6ca revert: PR #72817 — session activity watchdog, stall notify, compress timeout
Reverting #72817 (salvage of #72424) pending further review.
All 4 commits reverted: feat, refactor, chore (contributor map), CI fix.
2026-07-28 00:15:00 +05:00
kshitijk4poor
c135b8543b refactor: reuse existing utilities in salvaged PR #72424
Three code-reuse fixes applied during salvage:

1. Reuse _relative_time from hermes_cli/main.py instead of duplicating
   the relative-time formatting logic in hermes_cli/status.py.

2. Extract _stamp_hygiene_compression_provenance helper in gateway/run.py
   to deduplicate the two nearly-identical try/except blocks that stamp
   compression timeout/abort provenance in the hygiene path.

3. Add ContextCompressor.record_timeout_failure() method and use it from
   the in-agent compress_context timeout callback instead of re-implementing
   the (60, 300, 900) cooldown ladder inline. The existing summary-LLM
   exception handler already has this ladder — now both paths share one
   method.
2026-07-28 00:44:02 +05:30
fangliquanflq
cfb206fe2e feat(gateway): session activity watchdog, stall notify, compress timeout (#72424)
Three mechanisms to detect and notify when gateway sessions stall silently:

1. Mid-turn activity heartbeats stamped to SessionDB so hermes sessions list
   and hermes status show progress during long turns without new message rows.

2. Stall watchdog: when a busy session has pending inbound and the shared
   activity clock is idle past agent.session_stall_timeout (default 300),
   log a WARNING and notify the user once to try /new. Notify-only; does
   not kill the turn.

3. Compaction timeout: fenceless compress_context callers get a progress-aware
   host budget (compression.context_timeout_seconds default 120 idle,
   compression.context_total_ceiling_seconds default 600 ceiling). On timeout,
   cancel via commit fence, skip compaction without dropping messages, and
   continue the turn.

Closes #72016 (slices 1-3; slice 4 cumulative SSE stream-retry deadline
remains a follow-up).

Cherry-picked from PR #72424 by @fangliquanflq.
2026-07-28 00:44:02 +05:30
Alex Fournier
8314854d52 Merge origin/main into feat/hermes-relay-shared-metrics
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 11:50:52 -07:00
kshitijk4poor
29abaeb98f fix(timeouts): add claude-fable to reasoning stale-timeout floor table
claude-fable-5 is a Mythos-class reasoning model (1M context, 128K output,
adaptive thinking per anthropic_adapter.py) but was missing from the
_REASONING_STALE_TIMEOUT_FLOORS table. Without a floor entry it got the
default 180s stale timeout (300s with context scaling), which is too short
for fable-5's thinking phase on large contexts.

Each stale kill bumped the cross-turn circuit breaker streak; after 5
consecutive kills _check_stale_giveup() fired immediately (elapsed: 0.00s),
aborting all calls with "Provider has been unresponsive for 5 consecutive
stale attempts." Users with 191K-token contexts hit this reliably.

Add ("claude-fable", 600) — deep-reasoning tier alongside o1/deepseek-r1/
nemotron-3-ultra. The claude-fable slug matches claude-fable-5 and future
variants via the existing right-anchor regex.
2026-07-27 23:09:47 +05:00
Alex Fournier
8ac686fa27 Merge remote-tracking branch 'origin/main' into fix/hermes-relay-review-round3
Signed-off-by: Alex Fournier <afournier@nvidia.com>

# Conflicts:
#	agent/chat_completion_helpers.py
2026-07-27 10:11:53 -07:00
rob-maron
02d5e23085 nous portal anthropic wire 2026-07-27 11:53:48 -04:00
Alex Fournier
3be8a2f5f9 refactor(relay): serialize provider objects by capability
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 08:18:41 -07:00
Alex Fournier
bfae9c2572 fix(relay): ignore rewrites after codec baseline failure
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 08:17:21 -07:00
Alex Fournier
ec6c881453 fix(relay): preserve buffered provider stream chunks
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 08:16:16 -07:00
Alex Fournier
4fe4b0dca7 Merge origin/main into feat/hermes-relay-shared-metrics
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-27 08:12:37 -07:00
kshitij
8eaaa5021c fix(compression): update _pre_msg_count after durable adoption
Update _pre_msg_count after adopting the durable transcript so the
post-compression log reflects the correct pre-adoption message count.
Also use the existing _live_child_id() helper in the updated test
instead of hand-rolled child-id extraction.

Follow-up to #72631.
2026-07-27 19:34:54 +05:30
xxxigm
e0a9a11466 fix(compression): adopt durable history when the session grows pre-lease
Busy sessions (memory review / shared session writers) kept outrunning the
in-memory snapshot, so rotation-mode compress aborted every attempt with
"changed before lease acquisition" and surfaced as a fake "No changes from
compression". Adopt the durable transcript and continue compressing instead
of returning the stale snapshot unchanged.
2026-07-27 19:34:54 +05:30
teknium1
39b5965569 refactor(fallback): single owner for backend identity and failure-scoped skips
Every fallback/dedup/skip decision asks one question — 'is this candidate
the same backend as the one that failed, along the axis that failure
invalidated?' — but it was re-implemented inline at six sites across four
subsystems, each comparing whatever string was locally convenient. Each
incident fixed one site while the others kept the bug: #22548, #70893,
#59561, #72468, #62984/#54250/#57584.

agent/backend_identity.py now owns the concept: BackendIdentity (provider /
model / base_url axes), FailureScope (MODEL / CREDENTIAL / ENDPOINT — each
failure class invalidates a different axis), and should_skip_candidate().
Unknown axes never manufacture a skip (over-skipping strands failover; a
wrong try costs one RTT).

Migrated sites:
- chat_completion_helpers.try_activate_fallback: replaces the provider+model
  early-exit (the #62984 bug: ignored base_url, stranding multi-endpoint
  pools) AND _fallback_entry_is_same_backend_by_base_url (deleted)
- auxiliary_client._try_configured_fallback_chain +
  _try_main_agent_model_fallback: replace label/model comparisons; auth and
  payment map to CREDENTIAL scope, keeping the #59561 carve-out
- hermes_cli/fallback_cmd add: primary-match + duplicate checks now identity-
  aware (#54250/#57584): same provider+model on a different explicit
  base_url is a pool entry, not a duplicate

_mark_provider_unhealthy stays label-keyed deliberately: its only triggers
are confirmed 402s, which ARE credential-scoped.

Owner-level tests pin each incident's semantics by number; sabotage-verified
(removing the base_url axis fails the #62984 test).
2026-07-26 23:41:54 -07:00
teknium1
98fe6d0a8e fix(delegation): integrate lifecycle refactor with tool-history + daemon pool
Follow-ups on the salvaged #63359:
- _finalize_child_results carries tool_call_history on subagent_stop
  (the #62011/#72403 field landed after the PR branched; the shared
  pipeline must emit it for both delegate_task and plugin-launched
  children). Lifecycle test updated for the new payload field.
- The lifecycle executor uses DaemonThreadPoolExecutor — a wedged or
  abandoned child must never block interpreter exit at atexit-join time
  (same rationale as _run_single_child's timeout executor and the
  async-delegation pool).
- delegate_task's batch path keeps live-transcript wiring while routing
  child construction through the shared
  _build_child_preserving_parent_tools helper.
2026-07-26 23:27:30 -07:00
Tony Simons
f60abd6e37 fix subagent lifecycle ownership invariants 2026-07-26 23:27:30 -07:00
Tony Simons
1865fb5fcd feat(plugins): add public subagent lifecycle API 2026-07-26 23:27:30 -07:00
teknium1
0a2c245cd6 fix(auxiliary): reach the main agent model when a sibling aux model fails on the same provider
Widen okalentiev's failed_model narrowing (#59561) to
_try_main_agent_model_fallback. The safety-net layer still skipped on a
provider-label match alone, so single-provider users whose aux compression
model and main model share one custom endpoint had ZERO fallbacks: the aux
model timing out exhausted the chain in one hop and compression aborted.

Real incident (0.19.0 debug dump): aux zai-org/glm-5.2 hung 324s and timed
out while main mindai/macaron-v1-venti on the SAME endpoint was serving
448K-token turns — the label-only skip discarded the one viable summarizer,
the session wedged over threshold, and the anti-thrash breaker tripped.

Same convention as the chain fix: model-specific failures (timeout,
connection, rate limit) pass failed_model so only the exact failed model is
skipped; provider-wide failures (auth 401 / payment 402) pass None and keep
the whole-provider skip. Both sync and async call_llm sites pass it.

Sabotage-verified: the new regression test fails on the provider-only skip.
2026-07-26 22:33:06 -07:00