Fresh installs with zero web credentials now rotate web_search/
web_extract across FIVE vendors' public free tiers — Exa, Parallel,
Tavily, Firecrawl, Keenable — instead of a 2-vendor 50/50 split, with
next-in-line ring failover on rate limits (multi-hop until a vendor
serves or the ring is exhausted; served_by marks the actual vendor).
- plugins/web/keenable/: new bundled provider (search via /v1/search,
fetch via /v1/fetch; keyed Bearer or keyless with the mandatory
X-Keenable-Title app header). Credit: integration proposed by
Ilya Gusev (Keenable) in #49758; Free/Paid picker rows included.
- keyless_mcp: tavily/firecrawl/keenable keyless search+extract
wrappers, _KEYLESS_RING + per-process round-robin cursor (seeded by
the random session id, advances per unpinned request), pinned-vendor
entry (pin = start there; rotation off), paid-pinned vendors excluded
from the ring entirely.
- Tavily/Firecrawl providers route keyless traffic through the ring;
both are now default-on ring members (no longer selection-gated).
- web_tools/registry: keenable in backend sets, auto-detect, availability
probes; _keyless_preference() delegates to the ring cursor.
- KEENABLE_API_KEY in OPTIONAL_ENV_VARS; docs updated (ring semantics).
Live E2E: all 10 vendorXcapability paths (5 search + 5 extract) served
real results keyless; rotation cycled all five vendors over 5 dispatch
calls; double-throttle failover walked exa->parallel->tavily.
Salvaged from #50659 by @LeonSGP43 onto current main (the client
resolver was rewritten for strict-selection semantics since the PR;
reapplied the keyless mode as a third client_mode inside the new
resolver). An explicit firecrawl selection with no FIRECRAWL_API_KEY /
FIRECRAWL_API_URL now routes through a minimal REST client (v2 search +
scrape, no Authorization header) instead of erroring. Unconfigured
installs never route here — the keyless path requires the explicit
selection. Fixes#49912.
Both the wire path and the picker only consulted the catalog's
`mandatory` flag, so a route the Portal lists as accepting no reasoning
parameter at all still got sent a disable, and still offered a Thinking
toggle in the model picker.
For a route it serves, the aggregator's own catalog outranks the
models.dev inference: `supports_reasoning: false` now suppresses the
disable on the wire and drops reasoning controls from the picker
entirely, so there is no disable left to describe.
reasoning: {enabled: false} is the only shape the Portal honors, and the
profile refused to send it for every model. Sending nothing means the
upstream default instead, which on a thinking-first route like
deepseek/deepseek-v4-pro (catalog: default_effort high) is thinking ON — so
turning thinking off kept billing reasoning tokens on every turn.
The blanket omission was over-broad. The Portal only rejects a disable on
reasoning-mandatory routes ("Reasoning is mandatory for this model"), which
its catalog flags per model, so that flag now gates the omission. Models the
catalog can't speak to keep the old behavior rather than risk the 400.
extra_body.thinking, DeepSeek's own disable shape, is not forwarded upstream
by the Portal and is not an option here.
Codex Responses streams can emit partial_image_b64 previews without a final
image_generation_call.result. The provider treated any b64 as success and could
let a partial overwrite a coexisting final in the same payload, delivering
smeared intermediates as finished GPT Image 2 outputs.
Request partial_images=0, prefer final over partial in extraction, fail closed
(with one content-agnostic retry) unless source=final, and surface image_source
plus pixel_size for QA.
The #89503/#70058/#74295/#87279 bug class kept regenerating because every
transport and provider profile hand-rolled its own effort translation map
(9 sites, 4 distinct policies). New agent/reasoning_effort.py is the single
source of truth:
- EFFORT_LADDER: canonical low->high ordering (superset check against
VALID_REASONING_EFFORTS pinned by test)
- clamp_effort(): one policy — supported passes verbatim, otherwise nearest
WEAKER supported level (never escalate, never invert the ladder), floor
when nothing weaker, 'none' never a degradation target, declared
vendor-documented overrides win, bespoke names pass through
- declared wire vocabularies as data: OpenAI-compat, Codex Responses,
xAI (4.6/legacy), Actual relays, Kimi K3/K2, TokenHub, GLM-5.2,
DeepSeek V4, Ollama Cloud, Meta, Solar
Converted sites (all behavior-preserving except noted):
- chat_completions chokepoint, Kimi + TokenHub paths
- codex transport (backend branches now pick a declared set)
- auxiliary_client Responses path
- hermes_cli.models clamp_reasoning_effort_to_supported -> thin wrapper
- plugins: kimi-coding, zai, opencode-zen, deepseek, ollama-cloud,
meta-ai, upstage, custom (copilot already routes via the wrapper)
Behavior fixes the shared policy surfaces:
- ollama-cloud/opencode-go 'minimal' now degrades to 'low' instead of
being dropped (drop left the server default = MORE thinking than asked)
New tests: ladder contract (every configurable level is clamped by every
declared wire set; monotonicity across the full ladder for every set).
test_no_config_no_credentials_returns_none pinned 'resolved provider
must be is_available()' — stale now that the keyless tier resolves
Parallel/Exa with is_available()=False + is_keyless_available()=True.
Accept keyed OR keyless-capable results (env-leak detection intact).
Follow-ups on top of the salvaged #82631 surface:
- _select_surface: an unknown model id found in the live /images/models
catalog now ROUTES to the dedicated Image API instead of only logging a
hint — without this, a model picked from the live picker that postdates
the curated snapshot would fall onto chat-completions and fail. Curated
defaults stay pinned to chat (no behaviour change for existing setups);
offline probes still fall back to chat. _HINTED_MODELS removed.
- list_models (OpenRouter): union of the live GET /images/models catalog
(43 models today) and the chat-completions image models, deduped,
defaults first; curated metadata wins for known ids, API names for the
rest. Nous Portal (no /images route) keeps its chat-only catalog.
Offline fallback: static chain + curated Image API snapshot.
- Tests updated/added: unknown-id routing (flipped from the hint-only
pinning test), non-catalog id stays on chat, merged-picker union/dedupe/
order, Nous exclusion.
- Docs: image-generation.md gains the OpenRouter Image API section and an
editing-support row.
Live-verified: picker lists 43 models; generation succeeded through the
dedicated API on google/gemini-3.1-flash-lite-image and on the previously
unreachable black-forest-labs/flux.2-klein-4b (config-selected, no kwarg).
- plugins/image_gen/openrouter: list_models() now queries the endpoint's
/models catalog filtered to output_modalities containing "image"
(per-backend 5-min cache, 10s timeout, static 2-model chain as offline
fallback; openrouter/auto* router pseudo-models excluded). Every image
model OpenRouter serves — including future releases — is selectable in
`hermes tools` with no code change. Applies to Nous Portal too via the
shared provider class.
- plugins/image_gen/xai: forward the dispatched model kwarg into
_resolve_edit_model() so an explicitly selected edit-capable model is
honored on /images/edits (extends the salvaged #55893 fix to the edit
path; text-only models still fall back to quality).
- Tests: OpenRouter live-catalog filtering/exclusions/order, offline
fallback, cache single-fetch; xAI edit-kwarg forwarding incl. the
text-only-hijack negative case.
Live-verified against openrouter.ai: 9 image-output models returned and
rendered, matching the public models?output_modalities=image listing.
- plugins/image_gen/xai: merge the live /v1/image-generation-models catalog
(5-min cache, 10s timeout, static-table fallback when offline/unauth)
into the picker so new xAI Imagine models appear automatically the day
they launch, with generic metadata until curated text is added.
- Add grok-imagine-image-2.0 to the curated static table (typography/
layout-aware model, API-available since Aug 8 2026).
- Edits honor an explicitly selected image-input-capable model
(e.g. grok-imagine-image-2.0) instead of always forcing
grok-imagine-image-quality; quality remains the default edit baseline.
- Tests: hermetic autouse fixture keeps unit runs offline; new coverage
for live-merge, unknown-future-model selection, offline fallback, and
edit-model resolution. Docs model table updated (en + zh-Hans).
Live-verified: /image-generation-models returns grok-imagine-image,
grok-imagine-image-2.0, grok-imagine-image-quality; real generation with
2.0 succeeded end to end.
Follow-up to the salvaged CommandCode signature fix: accepting base_url
but ignoring it left custom endpoints (user-configured model.base_url /
COMMANDCODE_BASE_URL proxies) fetching the public catalog instead of the
configured one. Reviewer dansigma flagged this on PR #88851.
Class-wide fix, not a CommandCode patch:
- providers/base.py: a caller base_url that DIFFERS from the profile's
default now wins over models_url. Equality with the default means "not
customised" (callers pass base_url unconditionally, defaulting to the
profile's own URL) and keeps models_url as the endpoint, preserving the
OpenRouter-style split-catalog behavior.
- commandcode: _fetch_commandcode_models() takes the endpoint override;
both profile overrides forward base_url.
- Tests: base-class precedence (custom beats models_url, default does
not), CommandCode redirect via live local HTTP server incl. claude-*
filter, and default-echo hitting the canonical endpoint. All verified
to fail against the pre-fix implementation (sabotage run).
Plugin-only providers (commandcode, tencent-tokenhub, ...) are absent from
models.dev and HERMES_OVERLAYS, so resolve_provider_full returned None and
/model switches failed with "Unknown provider ..." even though the picker
lists them (CANONICAL_PROVIDERS auto-extends from the same registry).
Fall back to providers.get_provider_profile() before giving up, mapping the
profile api_mode to the ProviderDef transport.
The model picker's generic live-fetch path (hermes_cli/models.py
provider_model_ids) calls profile.fetch_models(api_key=..., base_url=...).
Both CommandCode overrides only accepted api_key/timeout, so every picker
open raised TypeError, which was silently swallowed, leaving the provider
with zero models.
Match the base ProviderProfile.fetch_models signature (base_url kwarg) and
add a regression test asserting both profiles accept it.
The getAllTranscripts resourceData.id from the field report is a base64url
blob whose DECODED payload ends in "-TranscriptV2" while the encoded form
contains no readable marker, so the substring heuristic in
looks_like_transcript_id missed it. Add a best-effort base64 decode hint so
degraded notifications (no @odata.id) are still refused with the clear
guidance error instead of a cryptic Graph 400.
Follow-up to the #88347 salvage: after release_all_under() force-closes a
profile's shared connection, a store re-created on the same path registers
a fresh entry under the same key. A stale holder that later calls close()
would pop that fresh entry (its refs were transferred nowhere), letting a
third store open a second connection to the same database — exactly the
multi-writer contention the shared registry exists to prevent. close()
now evicts the registry entry only when it is still its own.
The desktop's main serve process opens memory_store.db for every known
profile and nothing closed those connections before delete_profile's
rmtree — on Windows the open SQLite handles make the removal fail with
WinError 32 for both the CLI and the DELETE /api/profiles/<name> route
(#88347). POSIX unlinking of open files hid the same leak.
MemoryStore.close() is refcount-driven, so a live holder keeps the
handle forever; add MemoryStore.release_all_under(directory) to
force-close every shared connection under a directory, and call it in
delete_profile after stopping the profile backends. Inside serve the
handles live in that very process and get released; from the CLI it is
a no-op.
Fixes#88347
The Aug 8 default-on upscaling policy (66ea4e686) chained the Clarity
Upscaler after every sub-2MP generation. Clarity is an SD1.5 creative
tile-diffusion enhancer (creativity 0.35, "masterpiece" prompt prefix) —
it redraws content, which degraded output on 100% of generations for
models like GPT Image 2 and Ideogram whose value is precise text
rendering, CJK, and photorealistic detail.
Policy now: no model upscales by default, on FAL or Krea. The `upscale`
tool param remains as a per-call opt-in (`upscale: true`); explicit
requests still chain Clarity (FAL) / Krea Enhance as before.
- FAL catalog: all 17 default-on entries flipped to upscale=False
- Krea plugin: medium + medium-turbo per-model defaults flipped off
- Tool schema: upscale param described as opt-in with a fidelity warning
- Tests updated: catalog invariant now pins all-off; default-on cases
now assert no upscaler call
- Docs (en + zh) updated to the opt-in policy
f1ea4a56c ("cover the remaining setup-time .env reads with utf-8-sig",
following 75afc47ba for mem0/hindsight) swept this class; openviking's
_write_env_vars was missed and still reads with strict utf-8.
It copies every existing line through on each update, so the read decides
whether a credential update lands:
BOM'd .env -> the first key never matches, so the old line survives and
the new value is appended as a duplicate. .env loaders keep
the first occurrence, so the update silently does nothing.
cp1252 .env -> UnicodeDecodeError aborts setup outright.
Read exactly like the canonical hermes_cli/config.py save_env_value
(utf-8-sig + errors="replace"). A plain UTF-8 file rewrites byte-identically.
Scope: hermes_cli/memory_setup.py has the same read but is already the
subject of #30281 / #60587, so it is left alone here.
(cherry picked from commit 175c6852c2c255b3219575b5de0b1b70f1f0efcb)
The plugin's _Runtime.run_in_session wrapper serves every mark/event it
emits (turn start/end, approvals, subagent marks) and runs synchronously
on the agent's conversation thread. It passed no timeout, so the host's
run_in_session default (timeout=None) made each mark an UNBOUNDED native
call. With a wedged native Relay pipeline the agent blocked between API
calls with zero activity ticks — observed live 2026-08-15: two cron jobs
died at the 600s inactivity kill and a gateway chat session at 1800s,
all with last_activity="API call #N completed".
The core's scope push/pop/flush/close sites were bounded with
_SCOPE_OP_TIMEOUT after the 2026-08-10 delegation stall; the plugin's
event marks were the missed sibling class.
Changes:
- plugins/observability/nemo_relay: the wrapper always passes
timeout=relay_runtime._SCOPE_OP_TIMEOUT (10s) to the host. A breach
costs one telemetry span, never the agent; it also sets scope_errored
(so close_session skips the ATIF export for the wedged session) and
warns once so the sick pipeline is visible.
- tests/plugins/test_nemo_relay_bounded_marks.py: proves the budget
reaches the host (fails on the pre-fix code — sabotage-verified),
a TimeoutError flags the session and disables its export, and the
generic error path keeps its scope_errored contract.
Migrates 8 of 12 native dialog call sites in the kanban dashboard plugin
to the SDK's ConfirmDialog primitive (added in PR #50550):
- moveTask, moveSelected, applyBulk, deleteTask, deleteSelected,
archiveBoard, removeAttachment, doPatch
The 4 remaining carve-outs (window.prompt for completion summary,
window.alert for missing summary, cli_hint clipboard fallback) are
documented inline — the host's ConfirmDialog hardcodes onClick → unmount,
preventing the keep-open-across-validation behavior the completion-summary
form needs. Followup: upstream a `disabled` prop to ConfirmDialog and
rebuild the completion body using host Dialog components.
New architecture:
- useKanbanDialogs(t) — Promise-based dialog state machine at
KanbanPage scope. request({kind, ...}) returns {confirmed, summary?}.
- KanbanDialog component — renders ConfirmDialog from SDK for kind=confirm.
- performMoveTask(taskId, newStatus, count, summary) — extracted shared
dispatch path for single + bulk moves (optimistic UI + PATCH/POST +
error recovery).
- requestDialog prop threading — KanbanPage → BoardSwitcher,
TaskDrawer → TaskDetail → doPatch/AttachmentsSection. Every call
site has a defensive fallback to window.confirm if the prop is
missing (verified by test_dashboard_done_actions_prompt_for_completion_summary
counting the cancel guards + destructive:true markers in the bundle).
New host i18n keys (web/src/i18n/en.ts + types.ts):
- kanban.confirmDoneMany / confirmArchiveMany / confirmBlockedMany
- kanban.trash.confirmTitle / confirmManyTitle
Tests:
- Replaced bundle-string-only completion-summary test with behavioral
coverage: bundle cancel-guard count + destructive marker count, plus
backend tests that confirm cancel preserves old status and confirm
dispatches the expected PATCH/DELETE body.
- Removed the SDK_CONTRACT_VERSION snapshot test from
web/src/plugins/registry.test.ts (forbidden by AGENTS.md
"Don't write change-detector tests"; the two remaining tests in that
file already cover the new SDK surface behaviorally).
Closes#50547 (consumers of #50550).
Cross-vendor re-review: Gemini 3.5 Flash + GPT-OSS 120B (both SHOULD-FIX,
no remaining BLOCKERs after these fixes).
SessionDB could leave native SQLite handles open when construction failed
partway through schema/pragma/FTS/repair/lock/interrupt handling. Other
short-lived callers (MCP reads/polling, session search, reactions, trace
upload, insights, shutdown recovery) opened temporary SessionDB handles
without a complete ownership boundary. API-server profile caches and
RetainDB shutdown had similar late-close races. Under sustained load this
exhausted file descriptors (EMFILE).
- Close partially initialized SessionDB connections on every constructor
exception path via a finally block guarded by an initialization-complete
flag.
- Close temporary/cross-profile SessionDB handles in finally blocks across
CLI, MCP, search, trace, reactions, insights, and recovery paths.
- Add API-server per-profile cache ownership and disconnect cleanup.
- Make RetainDB writer-queue shutdown exception-safe: track connections per
thread, close on worker exit, reject new enqueues after shutdown starts,
and sweep any connections left by short-lived threads.
- Add regression coverage for constructor failures, worker-thread readers,
API disconnect failures, shutdown recovery, RetainDB late enqueue, and
foreign-loop async clients.
Salvage notes: the original PR's per-thread WAL-reader ownership changes
were superseded by main's read-connection pool (permits + checkout/return);
its cron timeout-abandon fix is credited separately to #72822's earlier
identical fix.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
- The gateway api_server fire webhook acknowledges 202 only after a
durable claim + execution row exist (admission failure stays retryable
as 503; a live claim answers 200 duplicate), then dispatches the
claimed snapshot with the live runner adapters (delivery parity with
the built-in ticker, including relay-fronted and E2EE platforms).
- Legacy single-phase providers (a documented fire_due override without
split hooks) keep being driven through their own hook. Capability
detection now credits claim_fire AND fire_claimed overrides, so
Chronos is correctly classified split-aware (its re-arm lives in
fire_claimed; the redundant fire_due passthrough override is removed).
- Multi-profile dashboards fail closed for external providers: an
unscoped reconcile would disarm other profiles' armed one-shots in the
shared NAS registry.
- Manual runs (cronjob run) carry the owner-bearing claimed snapshot
through every entry point, composing with upstream's manual-run
heartbeat (#76502) and background dispatch.
Note: current main moved the dashboard NAS webhook to a pure
forward-to-gateway design (the gateway owns execution and live
adapters), so the dashboard-side claim/tracking machinery from earlier
revisions of this PR is dropped; the durable admission contract lives in
the gateway webhook path.
Builds on the three salvaged commits: adds the sources and integration points
they leave out, so a pip-installed memory provider is not a second-class
citizen next to a directory install.
Discovery
- Project-local providers (./.hermes/plugins/<name>/), gated on
HERMES_ENABLE_PROJECT_PLUGINS exactly as PluginManager gates its own project
scan. Completes the four sources CONTRIBUTING.md and AGENTS.md already
promised; memory was the only discovery system missing two of them.
- find_provider_dir() now resolves a package entry point to its directory.
This is load-bearing: config_schema.py (the dashboard panel) and cli.py (the
`hermes <provider>` subcommands) are read from disk rather than imported, so
without a directory a pip-installed provider silently lost both.
- list_memory_provider_names() includes entry-point providers, so they appear
in the dashboard's memory.provider dropdown.
Resolution stays import-free. hermes_cli.plugins.resolve_module_origin() is
extracted from _resolve_module_source() (added by the salvaged #76567) and
shared, so discovery walks a module's file layout instead of importing it.
find_provider_dir() is called from the dashboard and from argparse setup, long
before the operator has chosen a provider — importing every installed candidate
would execute third-party code on the strength of a package being present.
A test asserts the resolution leaves no side effects and no sys.modules entry.
Registration
- PluginContext gains register_memory_provider(). Memory was the only provider
category without one; context engine, image gen, video gen, web search,
browser, TTS, transcription, secret source, dashboard auth and platform all
have one.
- _ProviderCollector delegates unknown register_* calls to a real
PluginContext instead of carrying three hand-written no-ops. It silently
dropped register_tool/register_hook, and had no register_auxiliary_task at
all — despite PluginContext.register_auxiliary_task documenting a memory
provider (hindsight's pre-retain dedup) as its worked example. It can no
longer drift behind PluginContext.
- A raise after register_memory_provider() no longer costs the provider. The
loader caught it into a debug log, discarded the registered instance, and
fell through to "instantiate any MemoryProvider subclass" — returning a
different, unconfigured provider. A silent downgrade that looked like
success, and the exact outcome of calling register_auxiliary_task.
Activation is unchanged: still gated on memory.provider naming the plugin, and
covered by a test so the real PluginContext cannot start requiring
plugins.enabled — that would break every existing user-installed provider.
Verified end to end against a real third-party provider (kainappsinc/elephant)
installed by pip alone, with no directory copy: it appears in the dropdown,
resolves its directory, loads with its tools, and renders its dashboard panel.
Closes#40101.
_all_profile_host_configs() built per-profile host keys inline as
f"{HOST}.{profile}" ("hermes.work") while profile_host_key() — used by
honcho status/enable/sync and the runtime memory plugin — produces the
underscore form ("hermes_work"). The lookup always missed, so
'hermes honcho peers' showed "(not set)" / leaked the raw malformed key
into the AI-peer column for every non-default profile. Profile names
needing sanitization (dots/spaces) were doubly broken.
Verified live: with hosts["hermes_work"] populated, cmd_peers showed
'work ... hermes.work' before the fix and 'work ... hermes' after.
Tests: host keys match the writer form, sanitized profile names resolve,
peers output shows populated identities with no key leak, and clean
fallback for profiles without a block.
1. Use open_credentialed_url() instead of bare urlopen() in
templates.py apply_template() and probe_existing_customization().
Both send Authorization: Bearer headers; bare urlopen forwards
credentials on cross-origin redirects. The codebase has
open_credentialed_url() in hermes_cli/urllib_security.py that
strips credentials on cross-origin redirects — used by 4 other
modules.
2. Guard unavailable_reason() with the dedup set check before
calling it. The gateway builds a fresh AIAgent per message, so
without this guard unavailable_reason() (which calls _load_config()
→ stat + file read + JSON parse, and _check_local_runtime() →
importlib probes) runs on every gateway turn for an unavailable
provider, even though the warning is deduped after the first.
3. Move INDICATOR_GLYPH from Hindsight's eye emoji to a generic
brain (🧠) in core (agent/memory_provider.py). Hindsight overrides
with its own _HINDSIGHT_GLYPH (👁️) in recall_status() and
_emit_saving_indicator(). Other memory providers no longer inherit
Hindsight's brand mark as the default glyph.
Bundles previously-separate Hindsight/memory PRs into a single review surface:
- opt-in synchronous recall (recall_sync) — recall the injected memory in-turn instead of next-turn prefetch (#5820)
- actionable error when local_embedded runtime is missing — tells the user which package to install (#7718)
- default retain_source to 'hermes' so every stored memory self-identifies its provenance
- offer a starter memory template during hermes memory setup, plus warn before overwriting an already-configured bank
- warn when a configured memory provider reports unavailable (#2765)
- deterministic 'recalled N memories' recall indicator — Hermes itself emits a status line when auto-recall injects memory
- 'saving to memory' retain indicator — emitted the moment a turn is dispatched to the writer
Authored by @benfrank241 (ben.bartholomew@vectorize.io).
Salvaged from PR #74379.
Follow-up fixes from /hermes-pr-review + /simplify-code on PR #83437:
1. Replace _redact_secrets with agent.redact.redact_sensitive_text(force=True)
— the plugin's 11-pattern list was a strict subset of the 50+ patterns in
agent/redact.py. Secrets like Stripe keys, Google API keys, GitLab tokens,
HuggingFace tokens, DB connection strings, and Telegram bot tokens would
all leak through the plugin's list but are caught by the existing redactor.
Added pk-lf- (Langfuse public key) to _PREFIX_PATTERNS in agent/redact.py.
2. Remove dead 'not isinstance(client, object)' check in on_session_finalize —
always False for any Python value.
3. Fix MoAClient.last_reference_metrics() to call the public
self.chat.completions.last_reference_metrics() instead of reaching into
the private _last_reference_metrics attribute via getattr.
4. Deduplicate _coerce_request_messages call in on_pre_llm_request — pass
pre_coerced=input_messages to _messages_for_langfuse_input to avoid
double-coercion + double _capture_content serialization per API request.
5. Add HERMES_LANGFUSE_CAPTURE to OPTIONAL_ENV_VARS in hermes_cli/config.py
for consistency with the other HERMES_LANGFUSE_* env vars.
6. Fix test_sanitized_mode_redacts_secrets test data — the old samples
('sk-abc...1234', 'sk-ant...1234', 'Authorization: Bearer ***') were too
short to match the regex thresholds and never actually tested redaction.
Updated to realistic-length secrets and changed assertions to check that
the output differs from input (redact_sensitive_text masks rather than
inserting the literal string 'REDACTED').
Salvaged from PR #83437 by @erosika, with adopted fixes from @bgodlin (#81054),
@aldoeliacim (#82332), @nftpoetrist (#42326), @rodboev (#39653), @FnExpress
(#64292, supersedes #32175 by @db-aeon), @Per0-1 (#61166), @NaMinhyeok (#64797),
and @liuhao1024 (#43130).
Widens the bundled Langfuse plugin from 6 to 11 hooks and fixes two
attribution bugs. Also adopts shutdown/atexit lifecycle fixes and composes
8 prior community PRs with interaction-fix follow-ups.
Model attribution: on_pre_llm_request and on_post_llm_call now prefer the
wire value (request body model, response model) over the agent attribute,
which goes stale after /model switch or provider fallback.
Cost total: both cost paths now send a summed total alongside the per-type
breakdown, since Langfuse does not derive calculatedTotalCost from
cost_details keys. Subscription-included routes send no cost keys at all.
New coverage: api_request_error closes failed generations with ERROR level;
on_session_finalize/on_session_end close dangling traces for tool-only and
interrupted turns; subagent_start/subagent_stop trace delegated children as
spans; MoA advisor fan-out emits one generation per advisor priced at the
advisor's own model.
Capture modes: HERMES_LANGFUSE_CAPTURE=metadata|sanitized|full (default
sanitized). Sanitized mode redacts secret patterns before truncation.
Adopted lifecycle fixes: shutdown client at session finalize when
reason=shutdown (not on session rotation); atexit finalizer ends open root
spans for short-lived processes; root context manager exited to prevent
interpreter-teardown TypeError; TOCTOU on _get_langfuse() fixed with lock;
reasoning_content surfaced in traces; system prompt included in generation
input for Anthropic/Codex/Bedrock; SDK v3 update_trace replaces set_trace_io.
Closes#29482, #43129, #72661.
Supersedes #81054, #82332, #42326, #39653, #64292, #32175, #61166, #64797, #43130.
Partially addresses #67544 (capture modes + secret redaction; user_id remains open).
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