Commit Graph

155 Commits

Author SHA1 Message Date
blunkjamie-dev 163d7af310 fix(session-search): forward detail through agent paths
(cherry picked from commit 5f6de984f170ef470c7fbbd7662484bfaffc821d)
2026-08-15 00:34:29 -07:00
kshitij b58fa89cd7 refactor: centralize dict-valued model.default coercion via shared helper
Promote _split_model_config_default to hermes_cli/config.py as the single
shared helper for flattening dict-valued model.default/model.model config.
All 8 defense-in-depth sites now route through it instead of inlining
their own isinstance checks with inconsistent key orders.

Changes:
- Add split_model_config_default() to hermes_cli/config.py (public)
- cli.py: _split_model_config_default delegates to shared helper
- Fix key extraction order: agent_runtime_helpers.py was reversed
  (default->model); now consistent (model->default) across all sites
- Remove provider-as-model-name fallback from main.py, oneshot.py,
  model_tools.py, cli.py — provider is a routing key, not a model ID
- Add 'name' to _normalize_root_model_keys flattening loop and
  _has_nested_default detection to cover the deprecated model.name alias

Tests: 118 passed + 1 skipped (cli_init, managed_scope, config).
E2E: 31/31 passed (config chokepoint, managed scope, crash site,
negative cases, edge cases).
2026-08-15 10:29:05 +05:30
Ario Bagus Prakusa cb4daf23f3 fix: coerce dict-valued model/default config back to string across resolution paths
A dict-valued model.default (e.g. {provider:..., model:...}) in config.yaml
was leaking into agent.model and crashing the agent at init:

  AttributeError: 'dict' object has no attribute 'lower'
    agent/agent_runtime_helpers.py: anthropic_prompt_cache_policy

This manifested on the Telegram gateway as an infinite reset loop: every
turn built an agent with model=dict, crashed during init, the gateway
treated the failed turn as a session needing reset, and /reset rebuilt the
agent and crashed again.

Coerce dict -> string at every model-resolution entry point so the value
is normalized once and never reaches a .lower() call as a dict:
- agent/agent_runtime_helpers.py: anthropic_prompt_cache_policy (the crash site)
- agent/agent_init.py: configured default model resolution
- cli.py: CLI config model + _normalize_model_for_provider
- hermes_cli/main.py: _has_any_provider_configured
- hermes_cli/oneshot.py: _run_agent model resolution
- hermes_cli/runtime_provider.py: _get_model_config default handling
- model_tools.py: _resolve_active_context_length
2026-08-15 10:29:05 +05:30
Jack Lau f57209bc9f fix(agent): carry the ambiguity of Anthropic's 'out of extra usage' 400 through classification, cooldown, and terminal surfaces
Review follow-up (egilewski): the previous commit only hedged the guidance
text; the exact Anthropic 400 was still classified, persisted, and surfaced
as confirmed billing exhaustion. Carry the ambiguity all the way through:

- agent/error_classifier.py: 'out of extra usage' matches on the 400 and
  status-less paths now attach error_context {billing_unverified,
  possible_content_filter}. Reason stays FailoverReason.billing (rotation +
  fallback remain the right recovery either way); ClassifiedError grows a
  billing_unverified property.

- agent/credential_pool.py: new FAILURE_REASON_BILLING_UNVERIFIED. An
  unverified billing exhaustion gets the short transient cooldown instead of
  the one-hour bench, regardless of pool size: a content-filter rejection
  leaves the credential healthy and fails identically on every key, and the
  hour-long sole-credential latch is what replayed the stored error and made
  real fixes look ineffective. A true 402 keeps the full bench. The marker
  persists with the entry so a restart cannot upgrade it back to a bench.

- agent/agent_runtime_helpers.py + run_agent.py: recover_with_credential_pool
  threads billing_unverified and hands the pool 'billing_unverified' as the
  persisted failure_reason.

- agent/conversation_loop.py: the fallback-switch status, max-retries status,
  terminal label, and both structured terminal results hedge when the verdict
  is unverified. New _billing_terminal_label + _billing_failure_result build
  the returned terminal response in one place; the result dict now carries
  billing_unverified and the billing_block gains 'unverified': true. The
  confirmed-billing path (a real 402 or an API-key credit depletion) keeps
  the original assertive wording, so the caveat no longer dilutes it.

Regression tests: classifier marking (400 + status-less + unambiguous-body
negative), pool cooldown TTLs + persistence round-trip, pool failure_reason
plumbing, and the returned terminal response for both unverified and
confirmed verdicts.

Note: tests/agent/test_credential_pool_routing.py::TestFailureAttribution::
test_unmatched_key_does_not_retry_only_pool_entry fails identically on
current main without this change (pre-existing, unrelated).
2026-08-14 21:54:56 -07:00
牧濑红莉栖(BOT) 24eae1fa15 fix(agent): preserve MoA facade when rebuilding primary client (stream retry, rotation, fallback+restore)
When agent.provider == "moa", the MoAClient facade *is* the client - there is
no real OpenAI wire endpoint behind the moa://local placeholder. Client rebuilds
(_replace_primary_openai_client: stream-retry pool cleanup, credential rotation,
dead-connection cleanup, fallback+restore) go through create_openai_client and
produce a native OpenAI client while provider stays "moa". The next primary
call then either raises a `_moa_prepared_request` TypeError (#78382) or, when
_client_kwargs carry an unrelated relay base_url, leaks the request to a foreign
gateway (observed as HTTP 503 "group ... no available channel" from an
unrelated new-api relay right after an aggregator empty-stream retry).

Fix: in create_openai_client, when provider is "moa", return
build_moa_facade(agent, model) instead of a native client. This covers every
rebuild entry point. The three already-fixed call sites
(restore_primary_runtime, try_recover_primary_transport, switch_model) assign
the facade directly and do not go through create_openai_client, so they are
unaffected.

Closes #78382
2026-08-14 21:36:41 -07:00
webtecnica f316f7d086 fix(session): drop empty tool_calls in repair_message_sequence (#77921) 2026-08-14 21:25:48 -07:00
liuhao1024 b2453b5894 fix(sanitize): drop tool_calls key when dedup removes all calls
The dedup pass in sanitize_api_messages (introduced by #58327) can
produce an empty tool_calls array when all tool_call_ids in a message
are duplicates of earlier messages in a long conversation history.

DeepSeek v4 and newer OpenAI reject empty tool_calls with HTTP 400:
'Invalid messages[N].tool_calls: empty array'.

When kept_tcs is empty after dedup, drop the tool_calls key entirely
instead of writing tool_calls: [].

Fixes #64335
2026-08-14 21:25:48 -07:00
HexLab98 cc0d5ce7b7 fix(agent): bound hung inline API calls when abort cannot kill the socket
The keepalive httpx client uses read=None, and stranger-thread abort cannot close FDs, so a DeepSeek stall on the cron inline path waited until TCP died — hours past the 600s watchdog. Inject a per-call read timeout matching the stale budget, walk in-flight pool requests, and clear the socket timeout before shutdown without releasing the FD.
2026-08-14 21:19:55 -07:00
Teknium bc5805c35f fix: compare base-URL hostnames, not substrings, in provider-identity checks
Port of the bug class from earendil-works/pi#7933 (DeepSeek base-URL
detection matched by raw substring, missing case variants and matching
lookalike URLs). Hermes had the same class at five sites:

- cli_agent_setup_mixin.py: keyless-custom-endpoint detection treated any
  URL containing the OpenRouter host substring (path segment, lookalike
  domain) as OpenRouter, and missed case variants of the real host.
- models.py validate_requested_model: same substring check for routing an
  openrouter provider with a custom base_url to the custom catalog.
- runtime_provider.py: local-endpoint autodetect matched the string
  localhost anywhere in the URL, including remote hostnames containing it.
- gateway/run.py: /status endpoint display, same local-host substring.
- agent_runtime_helpers.py: Nous Portal cache-layout detection matched
  the nousresearch substring anywhere in the URL.

All sites now use the existing base_url_host_matches / base_url_hostname
helpers (exact host or subdomain, case-insensitive). Regression tests
proven to fail against the old predicates.
2026-08-14 20:47:13 -07:00
kshitij a0939901df fix: address review feedback from #85512
- /model switch now refreshes agent._custom_providers from the config
  loaded during the switch before re-evaluating cache policy — a
  prompt_caching flag added to config.yaml after session start was
  invisible to a mid-session switch (policy read the stale init-time
  snapshot while context_length resolution used the live list).
- Production-path test: real config.yaml in the modern providers: dict
  shape through the real loader chain, exercising the init-order fallback
  (no _custom_providers attr) for both the fable opt-in and the opus
  explicit opt-out.
- Pin operator kill-switch precedence: _cache_disabled (prompt_caching.
  cache_ttl falsy) beats an explicit per-model prompt_caching: true.
2026-08-14 00:59:38 +05:30
kshitij 4fa728b6be fix: follow-up polish for salvaged PR #85512
- Log (debug) instead of silently swallowing capability-lookup failures in
  anthropic_prompt_cache_policy — a swallowed failure would otherwise
  downgrade an explicit prompt_caching: true to (False, False) with zero
  trace. Matches the sibling MoA branch's logger.debug style.
- Use load_config_readonly() for the None-fallback in
  get_custom_provider_model_capability: the helper only reads, and the
  fallback fires on the blank-stub paths (agent init before
  _custom_providers is assigned, MoA/auxiliary destination planning), so
  skip the ~135us defensive deepcopy per call.
- Add route-isolation regression tests at both levels (config helper +
  agent policy): a prompt_caching declaration for one provider route must
  never apply to another route with the same model name. Mutation-checked:
  both tests fail when the URL match is disabled.
2026-08-14 00:59:38 +05:30
fangliquanflq 316f31c9d5 fix(agent): honor prompt caching capabilities for aliases 2026-08-14 00:59:38 +05:30
kshitij a723351a92 refactor: hoist preflight clear into restart handler, single-source qwen predicate
Simplify-pass follow-ups on the salvage stack (all guard tests re-run,
mutation-checked):

1. conversation_loop.py: moved `_preflight_compression_blocked = False`
   from 9 per-site copies into the restart_with_rebuilt_messages handler
   (its single consumer). Besides removing the 9 duplicated blocks, this
   fixes a 10th pre-existing retry-loop site (content-filter stall
   failover, #32421) that set the flag and broke WITHOUT clearing the
   preflight block — a content-filter failover previously restarted with
   preflight compression still blocked against the fallback's smaller
   window, the same #84733 bug class. The outer-loop empty-response site
   keeps its own clear (it never passes through the handler). New AST
   guard test_restart_handler_clears_preflight_block pins the hoisted
   clear (mutation-checked).

2. agent_runtime_helpers.py: extracted _raw_cache_ttl_from_config() —
   prompt_caching_disabled_from_config and configured_cache_ttl were
   verbatim copies of the same config read. Added VALID_CACHE_TTLS.

3. prompt_caching.py: added is_qwen_model() next to
   ALIBABA_FAMILY_PROVIDERS; effective_cache_ttl and
   anthropic_prompt_cache_policy now share both the family set and the
   qwen predicate — neither can desync.

4. Guard-test hardening: assert every _try_activate_fallback reference
   is a direct `if agent._try_activate_fallback(...):` site, so a future
   `activated = ...` form can't silently escape the restart-discipline
   guard.
2026-08-13 15:24:47 +05:30
kshitij d7517d6e73 fix: restore empty-response fallback retry, dedupe alibaba set, thread TTL into aux replan
Follow-ups on the salvaged #84782 (webtecnica):

1. conversation_loop.py: the empty-response fallback site sits directly
   in the OUTER iteration loop, not the retry loop. The salvaged commit's
   `break` there exited the conversation loop and ended the turn without
   ever calling the just-activated fallback (caught by CI:
   test_empty_response_triggers_fallback_provider). Restored `continue`
   (which already re-runs the pre-API preflight at the top of the next
   outer iteration) while keeping the `_preflight_compression_blocked`
   reset. The other 9 sites are inside the retry loop, where `break` to
   the restart_with_rebuilt_messages handler is correct.

2. test_prompt_cache_ttl_propagation.py: made the AST guard loop-aware —
   retry-loop sites must break, outer-loop sites must continue (the old
   assertion pinned the bug in (1)). Mutation-checked both directions.

3. test_failover_identity.py: added `model` to the SimpleNamespace agent
   fixture — _redecorate_prompt_cache_for_provider now reads agent.model
   for the per-destination TTL clamp (2 CI failures).

4. prompt_caching.py / agent_runtime_helpers.py: single source of truth
   for the alibaba-family provider set — ALIBABA_FAMILY_PROVIDERS lives
   in prompt_caching and anthropic_prompt_cache_policy imports it, so the
   cache-policy opt-in and the TTL clamp can never desync.

5. auxiliary_client.py: threaded the configured tier into
   _replan_synchronous_cache_sections via new configured_cache_ttl()
   (no live agent on that path) — the aux half of #84733's report also
   stopped regressing 1h to 5m. Guarded by
   TestAuxFallbackReplanThreadsTtl (mutation-checked).

6. Dropped the redundant `or "5m"` at the two threaded call sites —
   effective_cache_ttl already resolves None to "5m", and the `or`
   masked the cache-disabled (None) semantics.
2026-08-13 15:24:47 +05:30
webtecnica 9a5cf83541 fix(agent): propagate prompt-cache TTL to MoA/aux, clamp Qwen 1h, re-preflight on failover (#84733) 2026-08-13 15:24:47 +05:30
Brooklyn Nicholson adbc77eb50 feat(desktop): setup_mcp tool — inline MCP consent card over the clarify-style blocking bridge
New desktop_ui tool: the agent proposes an MCP server (install/enable/
authorize + a one-line reason) and blocks on mcp.setup.request until the
renderer's consent card answers mcp.setup.respond with the outcome
(installed/enabled/authorized/declined/unanswered/error). Same lifecycle
as clarify: 10-min timeout, allow_expired late answers, tool lifecycle
events forced on so the card mounts even with tool progress off. Desktop
prompt hint steers the model to the tool instead of hand-editing config;
every other surface keeps the schema out and is pointed at hermes mcp
install.
2026-08-13 01:06:51 -05:00
kshitij 223f703012 fix: close provider-anthropic MiniMax proxy bypass + rework cache observability
Follow-up fixes on top of the salvaged #83678 commit:

1. Hoist the MiniMax-M3 marker exclusion ABOVE the native-Anthropic
   early return. provider="anthropic" pointed at a MiniMax /anthropic
   proxy is a supported override (_anthropic_base_url_override_ok), and
   the is_native_anthropic branch matched on provider alone — returning
   (True, True) before the M3 exclusion was reached. Two regression
   tests pin the proxy route (M3 off, M2.7 still on).

2. Reuse the existing _model_name_suggests_minimax_m3() helper from
   agent/model_metadata.py instead of a second inline substring copy.

3. Drop the debug kwarg on normalize_usage() — it had zero production
   callers and duplicated standard logging level gating. The
   cache-observability line is now a plain logger.debug scoped to
   MiniMax providers on the Anthropic wire only, so the "+128 floor"
   note can no longer appear for native Anthropic where it is false.
   Tests updated accordingly (MiniMax logs, native Anthropic does not).
2026-08-12 13:58:26 +05:30
Hermes Agent c1e2529ae2 fix(cache): opt M3 out of cache_control markers on Anthropic wire
MiniMax-M3 ships server-side automatic prefix caching on the
Anthropic-compatible endpoint (content-keyed, no marker needed —
see platform.minimax.io/docs/api-reference/text-prompt-caching).
cache_control markers are NOT on its explicit-cache support list
(which covers only M2.7/M2.5/M2.1/M2).

Emitting markers on M3:
  - wasted serialization overhead
  - risked perturbing the server-side prefix hash
  - gave users a false sense of explicit-cache savings (the
    cache_read_input_tokens field carries a +128 constant floor
    and cache_creation_input_tokens is always 0 for M3)

Also add an opt-in debug=True parameter to normalize_usage() that
emits a debug-level log line carrying the observable cache fields.
This is the only reliable cache signal for M3 — off by default,
debug-level, scoped to the anthropic_messages wire, so production
callers see no impact.

Pin both changes with 8 new tests:
  - 4 M3 tests covering provider, host, and custom-provider paths
  - 1 regression guard ensuring M2.x caching is unaffected
  - 3 observability tests (off-by-default, on-with-M3, on-with-Claude)

Verified end-to-end against api.minimaxi.com/anthropic/v1/messages
with MiniMax-M3[1m]: identical system prompt hit-rate with and
without markers; cache_read field is unreliable (128 floor),
input_tokens drop (8467 -> 1) is the real hit signal.
2026-08-12 13:58:26 +05:30
Brooklyn Nicholson 406501fd97 feat(agent): read_window_below tool — which OS window is underneath the desktop app
Desktop-gated (desktop_ui toolset) metadata-only window awareness: the agent
can ask which application window sits directly behind the Hermes window
(app, title, bounds — never pixels). Rides the same blocking bridge as
read_terminal: the gateway emits window.read.request and the renderer
answers window.read.respond.
2026-08-08 12:17:50 -05:00
kshitij 1a02e8a793 fix(agent): preserve destroyed tool-call argument bytes in the WARNING log
Review follow-up (W1): the pre-send transcript sanitizer
(agent_runtime_helpers.sanitize_tool_call_arguments) runs on the
PERSISTED messages list before every api_messages build and rewrites any
json.loads-failing argument string to "{}" in the transcript, prepending
a corruption marker to the paired tool result. That in-transcript repair
is deliberate (the stored turn must be replayable next call), but it
destroys the model's original bytes — for a truncated write_file call
those bytes are the user's streamed file content (#80498), and they
previously survived only as an 80-char log preview.

Until a sidecar-preservation design exists, make the bytes recoverable:
both destruction sites (the transcript sanitizer's WARNING and
_repair_tool_call_arguments' unrepairable-path WARNING) now log the full
original argument string bounded at 100KB instead of 80 chars. Corrupted
calls are rare; an oversized WARNING is a fair price for the only copy
of real user content.
2026-08-07 16:57:11 +05:30
brooklyn! 64646dda56 Hermes can read the in-app browser (#79482)
* feat(agent): read_preview — the desktop-gated tool that reads the in-app browser

The agent could open the preview pane (open_preview) and read the embedded
terminal (read_terminal), but the browser it had just opened was a black box —
'what does this page say?' had no answer. read_preview mirrors read_terminal
end to end: HERMES_DESKTOP-gated via check_fn (zero schema footprint outside
the GUI), dispatched through the same agent callback pattern, windowed with
start/count so a long page pages instead of flooding context.

* feat(gateway): preview.read blocking bridge

Same lifecycle as terminal.read: the tool blocks on preview.read.request, the
renderer answers preview.read.respond (allow_expired — a slow page extraction
losing the 45s race must not surface a raw 4009), and a timeout emits
preview.read.expire so late answers resolve quietly.

* feat(desktop): the renderer serializes the active preview tab for the agent

preview-reader.ts is the preview analog of the terminal's buffer registry: the
URL pane registers a page reader (webview executeJavaScript → title + visible
innerText) keyed by tab id; readActivePreview resolves the ACTIVE tab, windows
the text (24k cap per read), and answers file/artifact tabs with identity plus
a note pointing at the tool that reads that content directly. The gateway
event handler answers preview.read.request beside terminal.read.request.
2026-08-05 16:35:00 +00:00
Brooklyn Nicholson 9cd0338688 fix(credential-pool): bench a billing 403 fully, even as the sole key
The sole-credential cooldown sized the bench from the raw HTTP status, but
403 is overloaded: error_classifier maps OpenRouter's "key limit exceeded"
and xAI's spending-limit block to FailoverReason.billing, while an edge
throttle with the same status is transient. Only 402 was excluded from the
short cooldown, so a spent account on a single key retried every 60 seconds
and re-failed forever.

Thread the classified reason from recover_with_credential_pool through
mark_exhausted_and_rotate to _exhausted_ttl. Billing keeps the full bench
regardless of status; everything else transient still recovers in 60s. The
verdict is stored on the entry (_EXTRA_KEYS, so it persists to auth.json) —
without that a restart would re-read a bare 403 and downgrade the bench.

Tests: sole billing-403 stays benched, survives reload, unclassified 403
still recovers; call-site coverage that the reason actually reaches the pool.
Three existing kwargs assertions updated for the new argument.
2026-08-04 23:33:39 +05:30
cicav 9267c7823c fix: exponential backoff for rate-limit fallback cooldown
Replace the fixed 60-second cooldown with exponential backoff:
30min → 1h → 2h → 4h cap.

The counter is reset by restore_primary_runtime on successful
primary-provider recovery, so the backoff is strictly for
consecutive failures within a single degradation window.

Closes #29702
2026-08-03 22:54:54 +05:30
WojtekMR3 6611d87003 feat: reset-aware primary restore — stay on fallback until the rate-limit window resets
restore_primary_runtime retries the primary every turn once the 60s
transient cooldown clears. For subscription-window limits (Claude
Pro/Max 5h windows, Codex weekly caps) the reset is hours or days away,
so every retry is a guaranteed failure costing two provider switches
and two prompt-cache invalidations per turn.

Add CredentialPool.next_available_at() (earliest reset across exhausted
entries; None when available now or no reset info) and gate the restore
on it: skip while the primary's pool says nobody can serve, restore on
the first turn after the reset elapses. Fail-open: any gate error or
missing reset info falls through to the existing per-turn retry, so
recovery can never be later than today. Cross-provider fallbacks
consult the PRIMARY's pool (not the attached fallback pool), reusing
the loaded pool for the existing rebind to keep auth reads at one per
restore.
2026-08-03 19:02:12 +05:30
JonthanaHanh 5b5a29f96e fix: exclude DeepSeek from OpenCode caching path to prevent HTTP 400
OpenCode Zen's relay rejects the Anthropic-style content block format
that cache markers produce (content becomes a block array instead of a
plain string), causing HTTP 400 with "content must be string, not block
array" for DeepSeek models.

Reverts the DeepSeek addition from commit 6b6435a874 while preserving
the Qwen/Alibaba caching path which continues to work.

Fixes #77217
2026-08-03 14:20:41 +05:30
kshitij 622c220ebb refactor(agent): rebuild hoisted patterns from shared tag-name tuples
Simplify-pass follow-up on the #69653 salvage: the original code built
these patterns from a name loop; hand-expanding them into 10 literals
lost that single source. Tag-name tuples restore it (adding a 6th
reasoning tag is now a one-place change), and the gnarly named-function
pattern regained a pointer to its step-1c rationale. Byte-equivalence
of every rebuilt pattern verified programmatically (alternation-order
neutrality probed: the \b and > anchors make order irrelevant).
2026-08-03 09:56:36 +05:30
Eugeniusz Gilewski 9421c5afdf perf(agent): precompile response and skill-scan regexes (#33208)
strip_think_blocks passed the same response-scrubbing strings through
re's pattern dispatcher on every response. Skills Guard repeated the
same work for 121 patterns against every scanned line.

Compile the existing expressions once and reuse Pattern.sub/search. Keep
each generic tool-call tag in its own paired expression so mismatched
openers retain their payload while existing stray-closer cleanup remains
unchanged.

Part of #33208
Salvaged from #32713 by @ErnestHysa.

Co-authored-by: ErnestHysa <takis312@hotmail.com>
2026-08-03 09:56:36 +05:30
AlexFucuson9 9eb8e20c68 fix: use lazy logging with %s formatting in logger calls
Replace f-string interpolation in logger calls with lazy %-style
formatting across 10 files (38 instances). This follows Python logging
best practices — the message is only formatted if the log level is
enabled, avoiding unnecessary string concatenation overhead.

Files changed:
- trajectory_compressor.py (6)
- mini_swe_runner.py (2)
- agent/tool_executor.py (1)
- agent/model_metadata.py (1)
- agent/agent_runtime_helpers.py (3)
- agent/chat_completion_helpers.py (3)
- agent/conversation_loop.py (8)
- tools/skills_hub.py (2)
- tools/environments/docker.py (10)
- gateway/kanban_watchers.py (2)
2026-08-02 23:17:40 +05:30
kshitijk4poor 88a629b9dc refactor(agent): share the cache_ttl disable predicate across init and stub paths
Follow-ups from review of #76113:
- Extract cache_ttl_means_disabled() as the single disable-synonym
  predicate; agent_init and prompt_caching_disabled_from_config both use
  it so the two detection sites can no longer drift (drift would recreate
  the #76085 bug class).
- Mirror _run_reference's not-None injection guard in
  aggregate_moa_context (stamping None was a harmless no-op copy).
- Replace a vacuous trailing test assertion with the intended
  input-non-mutation check; drop a stray blank line.
- Add a predicate-parity regression test (unknown TTL values keep
  caching enabled, matching historical agent_init semantics).
2026-08-02 11:52:59 +05:30
686f6c61 8ee51747fe fix(agent): consolidate cache-disable stubs with blank_cache_policy_stub
Absorb the useful deltas from the parallel #76121 approach: a single
blank_cache_policy_stub factory so _cache_disabled cannot be left off
hand-rolled SimpleNamespaces, and pin the live agent disable onto MoA
advisor fan-out and one-shot aggregate_moa_context decoration so those
paths track conversation state rather than a fresh config re-read.

Keeps the earlier tri-state prepared-aggregator no-agent fix. Adds
factory and synthesis/advisor regressions.

Coordinates with #76121 / #76085.

Co-authored-by: JoaoMarcos44 <87440198+JoaoMarcos44@users.noreply.github.com>
2026-08-02 11:52:59 +05:30
686f6c61 8a29703a1b fix(agent): honor prompt_caching.cache_ttl=off on stub policy paths
Blank SimpleNamespace stubs used by MoA decoration and
plan_cache_sections_for_destination never set _cache_disabled, so
anthropic_prompt_cache_policy re-injected cache_control markers after
operators turned caching off. Stamp the disable onto those stubs from
an explicit flag or the live config, and pass the agent flag from the
MoA aggregator path.

Fixes #76085
2026-08-02 11:52:59 +05:30
kshitij af06308425 refactor(prompt-caching): collapse triplicated destination-plan and label parsing
Three copies of the same logic landed with #76032:
- MoA's _call_prepared_aggregator and auxiliary_client's
  _replan_synchronous_cache_sections both implemented stub → policy →
  strip → plan for a resolved destination. Extract
  plan_cache_sections_for_destination() into agent_runtime_helpers (which
  already owns the policy functions) and route both through it. Also
  removes a redundant full-transcript deepcopy+strip per request (the
  caller pre-stripped what build_prompt_cache_plan strips again).
- The fallback_chain[N] label regex + chain-entry lookup lived in
  _fallback_entry_timeout AND _fallback_destination. Extract
  _fallback_chain_entry() and reuse.

MoA's cache-plan failure log is promoted debug → warning: the call-block
site skips MoA, so this block is the aggregator's only decoration path —
a silent failure ships an undecorated request (the 0%-cache MoA bug class).

Behavior-preserving; 195 targeted tests green.

Follow-up to #76032 (#20880).
2026-08-01 15:39:58 +05:30
Rod Boev 9fc12bf7a4 perf(prompt-caching): preserve tool-loop cache boundaries (#20880) 2026-08-01 14:27:12 +05:30
BB-light e9d52d2bda fix(caching): honor prompt_caching.cache_ttl disable in config
Setting prompt_caching.cache_ttl to a falsy value (false, null, off,
disabled, no, none) now fully disables prompt caching instead of
being silently ignored.

The disable propagates through anthropic_prompt_cache_policy() (early
return when _cache_disabled flag is set) and restore_primary_runtime()
(override after snapshot restore), so it survives /model switches and
fallback re-derivation — the gap that caused #56105 to be reverted in
#56126.

Salvage of #33555 by @BB-light, with model-switch/fallback survival
gap fixed on top.

Co-authored-by: BB-light <BB-light@users.noreply.github.com>
2026-08-01 14:14:15 +05:30
wz-heng 6b6435a874 feat(cache): enable DeepSeek caching on OpenCode 2026-07-31 22:45:07 -07:00
dstkwll 7779409a76 fix(copilot): recover from stale/degraded token 400 AND expired IDE-token 401
Copilot degrades in two related ways that both abort a turn as non-retryable
and only clear on a gateway restart (a cold process re-runs the token exchange):

1. HTTP 400 model_not_available_for_integrator / model_not_supported — a
   raw/degraded token routes to the restricted copilot-language-server
   integrator whose allowlist omits enterprise-only models (e.g.
   claude-opus-4.8). Because it is a 400 (not 401), the existing 401 refresh
   path never fired. Prevented (retry-with-backoff exchange + on-disk JWT
   persistence + header guard at the client chokepoint) and self-healed at
   runtime (single-shot forced re-exchange + client rebuild + retry before
   fallback).

2. HTTP 401 'IDE token expired: unauthorized: token expired' — the short-TTL
   *exchanged* IDE token expires mid-turn. The clean-401 path DID fire and call
   _try_refresh_copilot_client_credentials(), but that method only re-resolved
   the stable raw ghu_ token and rebuilt the client — it never evicted the
   cached exchanged JWT or forced a fresh exchange, so the retry put the SAME
   expired token back on the wire, 401'd again, and the single-shot guard
   aborted the turn. Fix: force a fresh IDE-token exchange (evict cached JWT via
   evict_cached_exchanged_token + re-mint via get_copilot_api_token) before the
   client rebuild, mirroring the merged auxiliary-path recovery (#59837) and the
   400 recovery in this same PR. Graceful fallback to the resolved token if the
   exchange endpoint is unreachable; picks up the enterprise base_url on
   re-exchange.

Brings main-loop clean-401 recovery to parity with the merged auxiliary path
(#59837), using the newer on-disk-aware evict helper. Companion context: #58743
(this PR, expanded), #51313, #63204 (which assumed the 401 path already
recovered — it reached the method but the method was too weak).

Tests: exchange retry/persist round-trip, restart-blip disk reuse, stale-cred
400 classifier, 400 recovery, and 3 new 401 cases (fresh exchanged token on the
wire; network-blip fallback to resolved token). 58 copilot tests green on
current main.
2026-07-31 22:31:09 -07:00
teknium1 f8758dcaf8 refactor(agent): single-owner call_id + reasoning_content sanitization policies (wire-parity verified) 2026-07-29 12:29:39 -07:00
teknium1 30c783589c perf(agent): cursor/memo optimizations for per-iteration full-history walks (byte-parity proven)
Three provably-safe optimizations for O(n)-per-iteration history walks:

1. sanitize_tool_call_arguments: optional identity-keyed cursor (strong
   refs to the exact validated message objects) skips re-json.loads-ing
   already-validated history each loop iteration. Any list rewrite
   (compression, repair, undo, steer) breaks the identity prefix match
   and forces re-scan from the divergence point. Wired via a per-agent
   cursor dict in conversation_loop.

2. estimate_messages_tokens_rough: per-message memo keyed on a deep
   identity fingerprint (strings pinned by strong reference so id()
   aliasing is impossible; scalars by value; dicts/lists structurally
   with key order). Equal fingerprints imply identical str(shadow)
   bytes, hence identical estimates. Unfingerprintable shapes fall
   through to direct compute. Bounded FIFO cache (4096 entries).

3. _flush_messages_to_session_db_unlocked: bounded scan that skips the
   identity-matched prefix of the previous successful flush's snapshot.
   Snapshot only taken on full success; cleared on exception. Compression
   rewrites use fresh copies, breaking identity and forcing full re-scan.

Parity proven in tests/agent/test_cursor_optimizations_parity.py:
500-message synthetic histories with tool calls, malformed args, unicode,
element-wise old==new across 3 iterations incl. simulated compression.

Measured (median of 5): sanitize 0.097ms->0.011ms, tokens 1.145ms->0.853ms,
persist-scan 179.5us->10.0us at 500 messages.
2026-07-29 11:54:18 -07:00
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