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117 commits

Author SHA1 Message Date
kshitijk4poor
f1eef85877 fix: replace RuntimeError with graceful degradation for unverified LM Studio loads
Salvage of PR #52188. The original PR raised RuntimeError when LM Studio
load was rejected or unverifiable, which would abort agent startup on
transient network failures. Replace with logger.warning + fallback to
configured context length, preserving the old graceful-degradation behavior.
2026-07-29 02:19:13 +05:30
LunarNexus
8c12fa7cf0 fix(lmstudio): respect applied runtime context 2026-07-29 02:19:13 +05:30
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
HexLab98
173fec8c03 fix(agent): shut down sockets on httpx mount pools during interrupt abort
With HTTP(S)_PROXY (and similar mounted transports), live connections sit
on client._mounts rather than the default _transport. force_close_tcp_sockets
only walked the default pool, so stranger-thread interrupt abort logged
tcp_force_closed=0 and left the request alive for minutes (#72975). Also
walk nested proxy _connection wrappers and WARNING when an abort finds no
sockets.
2026-07-28 18:07:44 +05:30
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
Hermes Agent
725c7ba534 refactor: single owner for empty-content wire repair (class fix)
The concept 'never send a turn that strict wire validation rejects as
empty' was forked across four sites, each with its own predicate and its
own blind spots:

1. build_assistant_message write-time ' ' pad — broke codex commentary
   turns (content:'' is a designed state), and a DB-side pad can't
   survive _rows_to_conversation's whitespace strip anyway. REMOVED.
2. conversation_loop send-time ' ' pad — main-loop only (summary path
   uncovered), ordering-fragile (had to run after whitespace
   normalization), assistant-only. REMOVED.
3. stream-stub '[response interrupted]' substitution — defeated the
   loop's empty-stub guard (the stub no longer looked empty, entered
   history, and the placeholder leaked into the stitched final
   response via truncated_response_parts). REMOVED.
4. repair_empty_non_final_messages in sanitize_api_messages — the
   unconditional pre-send chokepoint shared by the main loop AND the
   summary path, covers user and assistant turns, non-final only,
   copy-on-write. This is now the SINGLE OWNER.

The owner's payload predicate (_msg_has_payload) is extended to treat
codex_message_items / codex_reasoning_items as payload, so
designed-empty codex commentary turns are never rewritten on any
api_mode — the failure shape that broke site 1 in CI is encoded in the
owner, not special-cased at a call site.

Tests updated to pin the new contracts: builder stores textless turns
as-is; the empty stream stub stays recognizably empty for the loop
guard; poisoned resumed histories are repaired to the placeholder at
the send boundary; codex item carriers are never rewritten.
Sabotage-verified: unwiring the owner fails 3 regression tests.
2026-07-27 20:27:56 -07:00
Aaron Weiker
df45811198 fix(errors): self-heal empty-content non-final messages before send
Third layer of the empty-stub fix: full self-recovery. A poisoned transcript
(empty assistant stub or empty user turn already persisted before the write-
time guard, or fed in from a host history) previously 400'd every subsequent
request until it scrolled out — needing a manual DB edit + gateway restart.

sanitize_api_messages() (the unconditional pre-send chokepoint) now repairs
empty non-final messages on the per-call copy by substituting a minimal
'[response interrupted]' placeholder, so the session recovers itself IN MEMORY
on the very next send. The final message is left untouched (empty final
assistant is legal); stored history is never mutated; reasoning-only and
tool_call turns are preserved (negative controls).

Tests: production-shape repro (tool -> empty assistant -> user), empty-user
case, non-destructive guarantee, and negative controls. RED verified by
disabling the wire-in.
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
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
Jeffrey Quesnelle
9216198601
Merge branch 'main' into feat/hermes-relay-shared-metrics 2026-07-26 23:14:26 -04:00
teknium1
0b670f0539 fix(clarify): route multi_select through current dispatch paths and harden callback detection
Follow-ups to the salvaged #23768 commit, which targeted a pre-79559214
codebase:

- agent/tool_executor.py + agent/agent_runtime_helpers.py: pass
  multi_select at both current clarify dispatch points (the PR's
  run_agent.py edits landed on dead code paths).
- tools/clarify_tool.py: replace the broad TypeError-retry in
  _invoke_callback with inspect.signature detection, so a compatible
  callback that raises TypeError internally is not invoked twice
  (addresses hermes-sweeper review feedback on #23768).
- tests: cover single-invocation on internal TypeError, legacy 2-arg
  callbacks, **kwargs callbacks, and registry handler multi_select
  pass-through (schema arg → handler → callback).
2026-07-26 17:46:55 -07:00
Alex Fournier
45580cc93a Merge origin/main into feat/hermes-relay-shared-metrics
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-26 09:21:19 -07:00
teknium1
1608a46884 fix(agent): retire replaced shared OpenAI clients instead of cross-thread pool close
Widen the #70773 fix beyond the three in-request cleanup sites removed in
the cherry-picked commit: every remaining path that swaps out the shared
OpenAI client could still hard-close its pool from a thread that doesn't
own the in-flight sockets (credential rotation/refresh on the turn thread,
dead-connection cleanup, gateway cache eviction, transport recovery) —
the same FD-recycle corruption vector, just rarer.

Add AIAgent._retire_shared_openai_client(): shutdown(SHUT_RDWR) all pooled
sockets (FD-safe from any thread, unblocks in-flight readers) but never
call client.close() — FD release is deferred to GC, which cannot run until
every borrowing thread has unwound its SSL BIO. Refcounting is the
ownership handshake; with no borrowers the FDs are released immediately.

Wired into:
- _replace_primary_openai_client (rotation/refresh/dead-conn cleanup)
- try_recover_primary_transport (primary_recovery)
- release_clients (gateway cache_evict)

agent.close() keeps the hard close: full teardown is a real session
boundary where no request may be in flight.

Tests: new tests/run_agent/test_70773_shared_client_fd_corruption.py
covers the three watchdog/retry sites plus retire semantics; existing
close-assertions updated to pin retire-not-close.
2026-07-24 16:04:48 -07:00
kshitij
c769081803 refactor: extract sync_credential_pool_entry_id helper
Replace 3 duplicated entry_id resolution blocks (try/except +
entry_id_for_api_key + fallback to None) in agent_init.py,
chat_completion_helpers.py, and switch_model with a single
sync_credential_pool_entry_id(agent) function in agent_runtime_helpers.

Follow-up to #70323.
2026-07-24 22:58:47 +05:30
Gille
73c4b5a045 fix(auth): stop stale-key credential recovery loops
Track the selected credential by stable pool entry ID so token refreshes and shared cursor movement cannot detach failures from the entry that issued them. Stop unmatched single-entry pools from reporting a no-op rotation as successful recovery.

Co-authored-by: Maxim Esipov <maksesipov@gmail.com>
2026-07-24 22:58:47 +05:30
Teknium
0749cac7a1 fix(moa): share facade factory so restore/recover keep reference relay (#53802)
Follow-up to the salvaged core of #53802: a naive MoAClient(preset) rebuild
restores a working facade but silently drops the reference_callback relay
wired in agent_init, so moa.reference / moa.aggregating display events stop
reaching every frontend for the rest of the session.

Introduce agent.moa_loop.build_moa_facade(agent, preset) as the single
construction point for the MoA facade and use it at:
- initial client construction (agent_init.py)
- turn-start fallback restore (restore_primary_runtime)
- transient transport recovery (try_recover_primary_transport — previously
  fell through to _create_openai_client with MoA's empty client_kwargs and
  died with 'api_key client option must be set')
- mid-session model switches (switch_model)

The relay reads agent.tool_progress_callback at emit time, so callbacks
attached after construction are picked up automatically.

Adds test_moa_restored_facade_still_emits_reference_events covering event
delivery through a restored facade.
2026-07-23 17:26:24 -07:00
kosta
5501187847 fix(moa): restore virtual runtime after fallback 2026-07-23 17:26:24 -07:00
Alex Fournier
fb1e417367 Merge remote-tracking branch 'origin/main' into merge/relay-metrics-upstream-20260723 2026-07-23 14:10:49 -07:00
schattenan
a9613d2e57 fix(credential-pool): refresh the failing entry, not current(), on auth recovery
Review follow-up: the auth path called pool.try_refresh_current() before
the hinted rotation, so a stale current() pointer could force-refresh a
different, healthy entry — consuming its single-use refresh token, or
(for non-OAuth entries, where a forced refresh marks the entry exhausted
outright) killing it entirely before api_key_hint was ever consulted.

Use try_refresh_matching(api_key_hint=...) to resolve and refresh the
entry that supplied the failing key under the pool lock, falling back to
the previous behavior when no key is known.

Adds a regression test with current() deliberately pointed at the
healthy entry: on the old code the healthy entry is exhausted by the
forced refresh and the pool ends up fully offline; with the fix the
failing entry is exhausted and recovery rotates to the healthy one.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 07:33:25 -07:00
schattenan
795bf4a9e6 fix(credential-pool): attribute failures to the key that failed, not the shared current() pointer
recover_with_credential_pool identified "which credential failed" via
pool.current(), a shared mutable pointer that is advanced by every
select() (round-robin rotation, concurrent turns, and other processes
reloading the pool reset it to None). By the time recovery ran, it
routinely pointed at a different, healthy entry — mark_exhausted_and_rotate
then stamped the failing request's error message and reset time onto that
innocent entry. With round_robin and one hard-capped key this
deterministically exhausted the healthy key too and took the entire pool
offline ("no available entries") from a single rate-limited credential.

mark_exhausted_and_rotate already supports api_key_hint for exactly this
(the auxiliary-client path passes it); the main conversation-loop path
never did. Pass agent.api_key — kept in sync with the entry in use by
_swap_credential — as the hint on all four rotation call sites, and make
the "already exhausted → rotate immediately" pre-check look up the failing
entry by key with the same fallback to current().

Adds regression tests that fail on the old attribution logic: a fresh
pool (current() is None) failing on key B must mark entry B, never
entry A.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 07:33:25 -07:00
Alex Fournier
b4e105031a Merge upstream main into feat/hermes-relay-shared-metrics
# Conflicts:
#	MANIFEST.in
#	pyproject.toml
#	tests/test_project_metadata.py
2026-07-23 07:22:03 -07:00
wz-heng
91546b8337 fix: preserve named custom provider vision overrides 2026-07-23 17:57:33 +05:30
liuhao1024
702f5f10ad fix(agent): pass api_key_hint to mark_exhausted_and_rotate in credential pool recovery
recover_with_credential_pool() called mark_exhausted_and_rotate() without
api_key_hint, causing it to fall back to current() or _select_unlocked().
When a prior rotation left current() as None, _select_unlocked() returned
the NEXT (healthy) entry instead of the one that actually failed — marking
the wrong credential as exhausted (#43747).

Extract the current API key from agent.api_key (or pool.current().runtime_api_key
as fallback) and pass it as api_key_hint to all 4 call sites.
2026-07-22 20:54:29 -07:00
Alex Fournier
67863777ca Merge remote-tracking branch 'origin/main' into tmp/hermes-relay-pr-merge-20260717
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-20 11:07:39 -07:00
ethernet
c363db81e0
fix(desktop, ink): don't wipe messages before final message (#65919)
* fix(desktop): preserve interim assistant text wiped at message.complete

When the agent emits interim text (commentary alongside tool calls, or the
attempted final answer before a verify-on-stop nudge), all UI surfaces
streamed it live but then wiped it at message.complete — keeping only the
final response. The user saw text appear during inference, then disappear.

This is the complete fix across all three layers: agent core, gateway
transport, and all UI surfaces (desktop + Ink TUI).

The verify-on-stop and pre_verify paths flagged the assistant's attempted
final answer as _verification_stop_synthetic, suppressing it from both
state.db and the UI. The user only saw the terse post-verification reply.

Now the assistant response is real content: it's persisted to state.db and
emitted as an interim message via _emit_interim_assistant_message(force_display=True)
before the verification loop runs. Only the synthetic nudge messages keep
the synthetic flags. The turn finalizer drops nudges from live history and
compares content (not just role) to avoid duplicating a published candidate.
Message sequence repair collapses verification candidates in the
consecutive-assistant merge.

Wire agent.interim_assistant_callback both at construction (_agent_cbs())
and per-turn (defense-in-depth), emitting a new message.interim event with
{text, already_streamed}. Gated on display.interim_assistant_messages
(default true). Cleared in the finally block so a stale closure can't
fire on a later turn.

Add message.interim to the GatewayEventName union (apps/shared) and a
typed payload to the TUI's GatewayEvent discriminated union.

The TUI already had the segment-anchoring machinery (flushStreamingSegment +
finalTail) but had no handler for message.interim. Added recordInterimMessage
+ interimBoundaryIndex to seal segments mid-turn, and updated
recordMessageComplete to only dedupe segments after the interim boundary.

Replaced the fragile sealed-set approach with a proper interimBoundaryPending
state flag on ClientSessionState. finalizeInterimAssistantMessage finalizes
the streaming bubble in place (or creates a standalone one), rotates the
stream ID so next deltas create a new bubble, and sets the flag. When the
final text equals an already-sealed interim, they stay as distinct messages.

Extracted mergeFinalAssistantText() as a pure function in chat-messages.ts,
used by both completeAssistantMessage and finalizeInterimAssistantMessage.
Split the bidirectional dedup predicate: reasoning is a restatement only when
the final FULLY covers it. A short final ("Done.") no longer swallows a
longer reasoning block that merely starts with it.

Honor display.interim_assistant_messages (default true) across all layers:
the tui_gateway gates the callback, the desktop wires it to a nanostores
atom via use-hermes-config. Updated hermes_cli/config.py and
cli-config.yaml.example comments to document the Desktop behavior.

_split_segment_tokens now accepts posix=False and _find_ad_hoc_match tries
both posix modes so ad-hoc verification scripts with Windows backslash
paths are matched correctly. (response_previewed forwarding from #53553
is not included — our emit-interim + persist approach makes it unnecessary
since the attempted answer is now surfaced before the verification loop.)

- tsc: clean (desktop + TUI + shared)
- vitest desktop: 73/73 pass (7 interim-sealing + 5 mergeFinalAssistantText + 4 config atom)
- vitest TUI: 83/83 pass (4 new message.interim tests)
- python: 390 tests pass (340 tui_gateway + 33 verification/finalizer + 6 config gating + 3 evidence + 8 continuation budget)

Co-authored-by: Liam Zhang <yingliang-zhang@users.noreply.github.com>
Co-authored-by: Lucas D'Alessandro <lucasfdale@users.noreply.github.com>
Co-authored-by: Eric Manganaro <superposition@users.noreply.github.com>
Co-authored-by: sweetcornna <sweetcornna@users.noreply.github.com>
Co-authored-by: DECK6 <DECK6@users.noreply.github.com>
Co-authored-by: matantsevs <matantsevs@users.noreply.github.com>
Co-authored-by: gitcommit90 <gitcommit90@users.noreply.github.com>

* fix: prefix-match interim streamed content to avoid benign duplicate bubbles

_interim_content_was_streamed used exact equality (streamed == visible_content),
so a final response that was the streamed text plus a trailing delta — or a
partial stream before the verify nudge fired — failed the match and left
_response_was_previewed false. The turn then showed two bubbles (interim +
identical final) instead of settling the interim in place.

Relax to a prefix check (visible_content.startswith(streamed)) in both the
core match and the desktop's settle-in-place gate. The TUI already used
prefix matching via finalTail. The reverse direction (streamed longer than
final) is intentionally not matched — that could suppress a needed resend
in the gateway path where already_streamed=True calls on_segment_break().

* test(desktop): add partial-stream-then-nudge dedup edge case

Third edge case for the interim-sealing dedup: model streams part of its
answer via message.delta, verify nudge fires, interim seals the streamed
prefix, then the final response is the same text plus a trailing delta.
Asserts one bubble (not two) containing the full final text.

Acceptance protocol #2 — covers all three dedup edges:
  1. interim == final (existing)
  2. interim = strict prefix of final (existing)
  3. partial-stream-then-nudge (this commit)

---------

Co-authored-by: Liam Zhang <yingliang-zhang@users.noreply.github.com>
Co-authored-by: Lucas D'Alessandro <lucasfdale@users.noreply.github.com>
Co-authored-by: Eric Manganaro <superposition@users.noreply.github.com>
Co-authored-by: sweetcornna <sweetcornna@users.noreply.github.com>
Co-authored-by: DECK6 <DECK6@users.noreply.github.com>
Co-authored-by: matantsevs <matantsevs@users.noreply.github.com>
Co-authored-by: gitcommit90 <gitcommit90@users.noreply.github.com>
2026-07-20 11:42:29 -04:00
Alex Fournier
9bc521b138 refactor(runtime): manage Relay LLM tool and subagent execution
Signed-off-by: Alex Fournier <afournier@nvidia.com>
2026-07-19 08:57:38 -04:00
teknium1
14add28785 fix: exempt persist-disabled review forks from the session-scoped tripwire
Background-review forks share the live parent's session_id for prompt-cache
warmth but are _persist_disabled — they can never write to the transcript.
Without this, every review fork on an active session would (a) trip a false
cross-agent overlap warning against the parent's real turn, sending the
#64934 route investigation the wrong way, and (b) pop the parent's in-flight
slot at its own persist, making a real overlap right after a review go
unreported. Both legs now skip persist-disabled agents symmetrically.
+2 tests.
2026-07-19 01:09:29 -07:00
hotragn
8c6627638e fix(agent): catch cross-agent turn overlaps in the tripwire (#64934)
note_turn_start kept its in-flight marker on the agent object, but the
gateway caches agents per routing key (_agent_cache) while transcripts
are owned by session_id — and switch_session (/resume from a second
surface, CLI-continuity rebinding, async-delegation pinning,
topic-binding tip-walks) maps multiple routing keys onto one session_id
without any cross-key check. Two keys mapped to one session run
concurrent turns on two different agent objects, so the per-agent
tripwire could never fire for exactly the dispatch route #64934 is
waiting to identify.

Add a module-level session_id-keyed in-flight registry alongside the
per-agent marker. Same philosophy as the original tripwire: log-only,
takes ownership on overlap, under-reports rather than double-reports
(a same-agent overlap warns once, not twice). The persist-time clear
pops the session id stamped at turn start, so a mid-turn compression
rotation of agent.session_id cannot strand the slot.
2026-07-19 01:09:29 -07:00
kshitijk4poor
39efad89a8 refactor: shared helpers for api_content sidecar pop/drop/extract
Deduplicates the sidecar handling across 9 sites:
- substitute_api_content(): 2 API-bound pop+substitute sites
  (chat_completion_helpers, transport — conversation_loop keeps its
  inline pop because the current-turn compose fallback needs the value)
- drop_stale_api_content(): 4 rewrite-drop sites
  (context_compressor x2, replay_cleanup, agent_runtime_helpers)
- extract_api_content_sidecar(): 3 gateway forwarding sites
  (gateway/session, gateway/slash_commands, cli_commands_mixin)

Also: restore the eager _pending_cli_user_message clear on the early
row-creation try (was lost when the crash-persist moved after prefetch —
a crash in compression between the two tries would leave a stale staged
input), and fix a comment indentation nit in run_agent.py.

Co-authored-by: Soju06 <qlskssk@gmail.com>
2026-07-19 08:25:35 +05:30
Soju06
7b3dcee928 feat(cache): persist the exact bytes sent to the API in an api_content sidecar
The first LLM call of every gateway turn gets ~0% provider prompt-cache
hit rate (in-turn calls: 97-99%) because the bytes sent for a turn's
user message are not the bytes replayed next turn: memory-prefetch and
pre_llm_call context are injected into the API copy only, the #48677
persist override writes cleaned content to the DB row, and
get_messages_as_conversation sanitize/strips user and assistant content
on load. Any of these diverges the request prefix at that message and
re-prefills everything after it — measured 27.9s for the first call vs
2.4-5.8s cached at a median ~156k-token context.

Persist what you send: a nullable messages.api_content column stores the
exact content string sent to the API when it differs from the clean
stored content, and replay substitutes it verbatim (no sanitize, no
strip). The injection composition lives in one helper
(turn_context.compose_user_api_content); the turn prologue stamps its
output onto the live user message, the api_messages build sends the
stamped bytes, and every outgoing copy pops the field so it never
reaches a provider. The crash-resilience user-turn persist moves after
prefetch/pre_llm_call so the user row is written once with its final
sidecar; _ensure_db_session stays before preflight compression (session
rotation needs the parent row under PRAGMA foreign_keys=ON). The
current-turn index trackers are re-anchored after compaction rebuilds
the message list, in-place preflight compaction backfills the stamp onto
the already-inserted row, and gateway replay forwards the sidecar only
when the replay pipeline did not rewrite the content. Rewrite paths that
would leave stale bytes (historical image strip, merge-summary-into-
tail, consecutive-user repair merge, stale-confirmation redaction) drop
the sidecar; the chat-completions transport and the max-iterations
summary path strip it defensively. codex_app_server and MoA turns are
excluded from stamping because their wire bytes differ from the
composition. A missing or dropped sidecar degrades to today's behavior
(one cache-boundary miss), never to wrong content.
2026-07-19 08:25:35 +05:30
kshitijk4poor
bd3d16a490 fix: salvage follow-up — remove redundant coercion, fix classifier, restore None guard
1. Remove PR's redundant strip_think_blocks coercion (Teknium's fix
   296494db0 already handles this at the same chokepoint with superior
   logic that drops thinking/reasoning blocks).

2. Restore 'if not content: return ' guard at top of strip_think_blocks
   that was lost during cherry-pick auto-merge. Without it, None content
   hits str(None) → 'None' string instead of returning empty.

3. Fix error classifier design flaw: remove 'conversation_loop' and
   'run_agent' from _local_processing_modules — these are the container
   modules for the try/except, so every exception passes through them,
   making _hit_local always True and misclassifying transient API/network
   errors as non-retryable local bugs.

4. Move module sets to module-level frozenset constants (_LOCAL_PROCESSING_MODULES,
   _API_CALL_MODULES) instead of rebuilding on every exception.

5. Replace traceback.extract_tb() with raw tb walk — avoids disk I/O for
   source lines that are never used.

6. Remove unused 'import traceback'.

7. Fix docstring corruption: 3 lines where think tags were replaced
   with Chinese characters during the PR's editing.
2026-07-18 19:39:07 +05:30
nanami7777777
aef0fe6f27 fix: handle multimodal content in interim assistant text and avoid retrying local processing errors (#66267) 2026-07-18 19:39:07 +05:30
teknium1
296494db0e fix: stop infinite loop when assistant content is a block list
strip_think_blocks() ran re.sub() directly on content that could be a
list of blocks (Anthropic via OpenRouter returns assistant content as
[{type:text,...},{type:thinking,...}]). A list reaching re.sub raised
'TypeError: expected string or bytes-like object, got list', which the
outer conversation loop swallowed and retried forever — the observed
infinite 'preparing terminal...' loop that re-emitted the same
assistant text every iteration.

The live-turn path normalized list content to a string, but
_interim_assistant_visible_text reads a *stored* history message whose
content was persisted as a list and passes it straight into the shared
strip_think_blocks helper. Fix at the shared choke point: coerce
list/dict content to visible text (dropping reasoning blocks, which is
the function's job) before any regex runs, so every caller is safe.
2026-07-17 15:47:10 -07:00
cresslank
34837597d2 fix(auth): make xAI OAuth pools multi-account resilient
Keep each xAI OAuth auth-add login as an independent manual device-code pool entry and recognize xAI personal-team spending-limit 403 responses as billing exhaustion. Preserve the structured top-level error message so the failed credential is quarantined and the next healthy account is selected without attempting a pointless token refresh.

Route direct xAI HTTP consumers through the credential pool as well. Proactive and 401-reactive refreshes update the exact issuing manual entry, preserve validated xAI base URL overrides, and serialize single-use refresh-token rotation across concurrent pool instances.
2026-07-17 11:37:25 +05:30
Regina
59787b9ada chore(agent): tripwire — warn when a turn starts before the previous turn's persist
Two turns interleaving on one session corrupt the durable transcript:
flushes race (user rows persist out of arrival order), the identity-marker
dedup over shared history dicts can swallow a row, and the second turn
runs on a history base that never saw the first turn's exchange. The
dispatch route that lets the second turn through the busy guard is not
yet identified.

Add note_turn_start (build_turn_context) / note_turn_persisted
(_persist_session funnel): one WARNING naming both turn_ids when a turn
starts before the previous turn's turn-end persist. Ownership transfer
keeps a crashed turn from warning more than once; the unconditional clear
makes the tripwire under-report rather than double-report under a real
overlap. Log-only, no behavior change.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-16 04:56:10 -07:00
Teknium
e81d18dfb4 refactor(reasoning): unify per-model reasoning resolution behind a single chokepoint
Collapse the six per-surface copies of override-then-global resolution
(CLI startup, gateway, TUI, cron, /model switch, fallback activation)
onto one shared resolve_reasoning_config() in hermes_constants.

Also fixes the gateway resolving reasoning against config model.default
instead of the session's effective model: after a session-only /model
switch, the switched model's override now applies (gateway message paths
pass the resolved session model through _resolve_session_reasoning_config;
/reasoning status reads the session model override).

Cleanup: drop docs/PER_MODEL_REASONING.md (duplicates the website docs
page), drop the change-detector _config_version test (no bump needed —
deep-merge handles new keys), remove a stale plan-reference comment.

Adds chokepoint contract tests (13) and gateway session-effective-model
regression tests (2).
2026-07-14 11:46:40 -07:00
ScotterMonk
d9cdb81923 feat(config): support per-model reasoning_effort overrides
Add agent.reasoning_overrides dict to config.yaml. Users can now set
a reasoning_effort per model, overriding the global agent.reasoning_effort.

Example:
  agent:
    reasoning_effort: "medium"       # global default
    reasoning_overrides:
      "openrouter/anthropic/claude-opus-4.5": "xhigh"
      "openai/gpt-5": "low"
      "claude-sonnet-4.6": "high"    # bare model name also works

The helper is spelling-tolerant: override keys match regardless of
provider prefix or dots-vs-dashes normalization, so users can write
keys in any sensible form and they'll match.

Resolution priority:
1. Session-scoped /reasoning --session override (gateway only; unchanged)
2. Per-model override from agent.reasoning_overrides (spelling-tolerant)
3. Global agent.reasoning_effort (existing)
4. Provider default (unchanged)

Wired into:
- CLI startup (cli.py)
- Messaging gateway agent construction (gateway/run.py)
- Desktop/TUI _load_reasoning_config (tui_gateway/server.py)
- Cron job scheduler (cron/scheduler.py)
- /model mid-session switch (agent/agent_runtime_helpers.py)
  + _primary_runtime now tracks reasoning_config for correct fallback recovery
- Fallback activation (agent/chat_completion_helpers.py::try_activate_fallback)
  + Re-resolves reasoning_config for the fallback model (best-effort)

Closes #21256 (per-model reasoning_effort defaults).

Note: no hermes config set agent.reasoning_overrides.<model> support;
users edit the YAML directly. _set_nested splits on "." and would
corrupt model keys containing version dots.
2026-07-14 11:46:40 -07:00
Teknium
c7619773e7
fix(agent): restore primary credential pool after fallback (#62417) 2026-07-11 03:44:02 -07:00
Teknium
5ba2d167ba
Revert "fix(agent): release pool FDs on owning-thread client close (#61979)" (#62141)
This reverts commit cd7a8dfde0.
2026-07-10 19:12:32 -07:00
giggling-ginger
cd7a8dfde0 fix(agent): release pool FDs on owning-thread client close (#61979)
force_close_tcp_sockets stayed shutdown-only after #29507 to avoid
cross-thread FD recycle. That left CLOSED sockets unreclaimed when
httpx.close() skipped already-shutdown sockets under long-lived
gateways (~1 CLOSED fd / 6 min via proxy).

Add release_fds= for the owning-thread dispose path only; abort still
defaults to shutdown-only.
2026-07-10 07:28:39 -07:00
AlexFucuson9
0a4b4d6df5 fix(agent): reapply provider headers after model switch
switch_model() rebuilds _client_kwargs from scratch (api_key + base_url)
but does not call _apply_client_headers_for_base_url(), so provider-
specific headers like OpenRouter HTTP-Referer and X-Title are lost.
Subsequent requests show "Unknown" in OpenRouter dashboard logs.

Call _apply_client_headers_for_base_url() after rebuilding _client_kwargs
and before creating the new client.

Fixes #61099
2026-07-09 18:23:10 -07:00
joaomarcos
a23d5073fb fix(agent): stop switch_model from pairing new provider with stale base_url
switch_model() unconditionally set agent.provider but only set
agent.base_url when the resolved value was truthy. When a real
provider change resolved an empty base_url (e.g. minimax after
copilot), the agent ended up with provider="minimax" but
base_url still pointing at api.githubcopilot.com. That incoherent
pair then got snapshotted into agent._primary_runtime, so it kept
re-applying on every subsequent turn via restore_primary_runtime()
until the process restarted.

try_activate_fallback() and _swap_credential() were audited and
confirmed unaffected: both always derive base_url from an actually
constructed client, never from a possibly-empty resolver hint.

Fix: when base_url is empty AND the provider is genuinely changing,
raise ValueError instead of silently keeping the old provider's URL.
This routes through switch_model()'s existing snapshot/rollback
path, and callers (tui_gateway/server.py's _apply_model_switch)
already catch and surface a clean "switch failed, staying on X"
message. Re-selecting the SAME provider with an empty base_url
(credential-only refresh) still keeps the current URL, unchanged.

Fixes #47828

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 16:36:06 -07:00
kshitijk4poor
1d689e1920 fix(caching): use canonical Kimi-family matcher in cache policy
Review finding: the substring check ('kimi' or 'moonshot' in model)
under-matches bare release slugs like k2-thinking that the repo's
canonical _model_name_is_kimi_family matcher (anthropic_adapter.py)
already covers. Reuse it instead of a second ad-hoc matcher; add a
regression test for the bare-slug case.
2026-07-09 14:27:22 +05:30
zccyman
750c1310a6 fix(caching): include Kimi/Moonshot in OpenRouter prompt cache policy (#25970)
Kimi/Moonshot models on OpenRouter honour the same envelope-layout
cache_control markers as Claude on OpenRouter, but the policy fell
through to (False, False) — serving ~1% cache hits on 64K-token prompts
and re-billing the full prompt every turn. Observed within-turn
progression with cache enabled: 1% -> 67% -> 84% -> 97%.

(cherry picked from commit 3b857a35e, agent/agent_runtime_helpers.py hunk only;
the original PR #26014 branch also carried unrelated .dev-workflow artifacts
which are intentionally not included)
2026-07-09 14:27:22 +05:30
doncazper
36308f0667 feat(plugins): pass approve rule keys to approval gate 2026-07-07 15:14:30 -07:00
kshitijk4poor
d43863f005 fix: widen stale circuit breaker to non-streaming path + all provider-swap resets
Review findings on the salvaged #60332 breaker, fixed as follow-ups:

- restore_primary_runtime() now resets the streak (third provider-swap
  path; without it a recovered primary was short-circuited before a
  single attempt and could never be re-proven healthy except via /model).
- interruptible_api_call (non-streaming) now carries the same breaker
  (guard at entry, bump on stale_call_kill, reset on success). Quiet-mode
  / subagent / headless sessions — the profile most like #58962's
  unattended 494-failure session — take this path and had the identical
  infinite stale-retry class.
- Partial-stream stub return now resets the streak (chunks were received,
  provider demonstrably responsive).
- Consolidated the triple-duplicated counter arithmetic into shared
  helpers (_stale_streak/_bump_stale_streak/_reset_stale_streak/
  _check_stale_giveup) with one canonical comment block; error message
  now says 'consecutive stale attempts' (the counter counts kills, not
  turns — a single turn can produce several).

4 new tests (restore resets / no-op restore keeps latch / non-streaming
short-circuit / non-streaming success reset).
2026-07-08 01:50:14 +05:30
kshitijk4poor
2985d16be0 fix: reset stream-stale breaker on model switch and fallback activation
Follow-up for the salvaged #60332 circuit breaker. The breaker latches:
once the streak trips, interruptible_streaming_api_call raises before any
stream is attempted, so the on-success reset can never run again. The
error text tells the user to switch models and retry — but neither
switch_model() nor try_activate_fallback() cleared the streak, so a
freshly selected healthy provider kept short-circuiting forever (only
/new recovered), and the automatic fallback chain was wedged the same way.

Reset the streak at both swap sites (after a successful rebuild only;
rollback/exhaustion paths keep the latch). 4 tests.
2026-07-08 01:50:14 +05:30
isheng
2e30a5e628 fix: prevent /stop signal loss and empty provider credential corruption
Two deep bugs found through systematic analysis of the streaming API
call and fallback credential subsystems:

1. Interrupt signal loss (chat_completion_helpers.py):
   When the worker thread exits before the main thread's poll loop
   checks the interrupt flag (e.g. _call_anthropic() detects the flag
   and returns None), the while loop exits normally and the
   InterruptedError is never raised. /stop is silently swallowed.
   Fix: re-check _interrupt_requested after the while loop exits.

2. Empty provider bypasses credential guard (agent_runtime_helpers.py):
   recover_with_credential_pool() guards against cross-provider pool
   swaps with 'if current_provider and pool_provider and current !=
   pool_provider'.  When agent.provider is '' (valid unset state from
   agent_init.py:326), current_provider is falsy, the guard is skipped,
   and the pool swaps credentials onto an agent with empty provider.
   This is the root cause of the 'provider= model=' empty-string error.
   Fix: only skip the guard when pool_provider is empty (unscoped pool),
   not when agent provider is empty.
2026-07-07 14:54:50 +05:30
xxxigm
a7932d86c5 fix(agent): drop empty tool_calls arrays in pre-API sanitizer (#58755)
DeepSeek v4 (and other strict OpenAI-compatible providers) reject an
assistant message carrying ``tool_calls: []`` with HTTP 400 "Invalid
'messages[N].tool_calls': empty array. Expected an array with minimum
length 1, but got an empty array instead." Once it hits, every retry on
the session returns the same 400 and the conversation is stuck.

An empty array is semantically identical to "no tool calls", but it
reaches the wire from session resume, host-fed histories, and the
consecutive-assistant merge in repair_message_sequence (which preserves
a pre-existing []). None of the existing sanitizer passes touch it —
they all short-circuit on ``if not tcs`` / ``if msg.get("tool_calls")``.

Fix it at sanitize_api_messages, the final pre-API chokepoint, per the
#56980 review guidance: normalize on the per-call copy (shallow-copy the
message, drop the key) rather than in repair_message_sequence, which
would destructively rewrite the persisted trajectory and prompt cache.
2026-07-05 21:36:37 -07:00