69 Commits

Author SHA1 Message Date
Vanzeren
c48de5e70b
feat(checkpoint): make delta snapshot_frequency configurable (#4516)
* feat(checkpoint): make delta snapshot_frequency configurable

* fix(config): carry legacy checkpoint_delta_snapshot_frequency with warning

Addresses review on #4516: the rename from the flat
database.checkpoint_delta_snapshot_frequency key to nested
database.checkpoint_delta.snapshot_frequency silently dropped the old
value (pydantic extra="ignore"). Add a before-validator that maps the
legacy key onto the nested one with a deprecation warning (nested key
wins when both are set), plus a CHANGELOG breaking-change note covering
the rename and the 1000 -> 10 default change.

* fix(checkpoint): validate frozen snapshot frequency
2026-07-28 23:21:23 +08:00
MiaoRuidx
8a78c264b7
fix(runtime): cancel runs across live gateway workers (#4500)
* docs(runtime): design cross-worker cancellation

* fix(runtime): cancel runs across gateway workers

* fix(runtime): harden cross-worker cancellation races

让取消请求与 owner 终态写入通过持久化 CAS 决定先后,保证首次取消 action 在不同 worker 路由下保持一致。\n\n将 heartbeat 收敛为续租后仅发送本地中止信号,并补齐完成竞态与路由重试的回归用例。

* docs(runtime): drop implementation plan from PR

移除仅用于实现过程的跨 worker 取消设计记录,保留 README 和 backend/AGENTS.md 中面向最终行为的文档。

* fix(runtime): preserve local cancel fallback

* test(runtime): adapt worker run manager fakes

* docs(runtime): fix run cancel migration registry

---------

Co-authored-by: MiaoRuidx <12540796+MiaoRuidx@users.noreply.github.com>
2026-07-28 21:45:20 +08:00
Ryker_Feng
fcbf0609b0
feat(chat): edit and rerun latest user turn (#4377)
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-27 22:46:51 +08:00
Vanzeren
6f53fd5e99
feat(runtime): enforce artifact delivery from workspace snapshots (#4494) 2026-07-27 22:27:16 +08:00
Huixin615
090e80c1dd
fix(runtime): fail-stop runs when lease ownership cannot be confirmed (#4431)
* fix(runtime): fail-stop runs after lease expiry

* test(runtime): cover late successful lease renewal

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-27 07:25:34 +08:00
Aari
244ce7739f
fix(runtime): linearize delta-mode checkpoint resume (#4460)
* fix(runtime): linearize delta-mode checkpoint resume

Resuming a run from an older checkpoint forks the lineage, and in delta
mode that fork's state cannot be materialized correctly: the delta
history walk collects every pending_writes entry stored on each on-path
ancestor, but a shared parent also carries the writes of the sibling
child that was abandoned. Those writes replay into the fork, so the run
starts from a message list that still contains the answer it was meant to
replace — regenerating in a branched thread surfaced this as the
superseded assistant message reappearing beside the new one after a
reload. All three saver implementations are affected, so write-to-child
ownership is a gap in the upstream delta contract rather than one
saver's slip.

Rather than reimplement that walk, express the fork as what it means:
materialize the requested checkpoint's state, write it as an Overwrite on
the current head (which has no siblings), and run linearly. The abandoned
turn stays in history as the rewritten head's ancestry.

This runs after the rollback point is captured, so cancel-with-rollback
still restores the real pre-run head, and fails closed — an unreadable
resume checkpoint raises instead of falling back to the corrupt fork.
Full mode keeps forking: its checkpoints carry complete channel_values
and need no replay.

* fix(runtime): restore complete delta resume state

* fix(runtime): linearize delta rollback restoration

* Apply suggestions from code review

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

* fix(runtime): serialize delta resume preparation

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-26 21:59:19 +08:00
DanielWalnut
bb9f67aaf1
fix(runtime): close cancelled replacement admission (#4472) 2026-07-26 21:57:39 +08:00
Vanzeren
1c7531242c
feat(runtime): record terminal artifact delivery receipts (slice 1 of #4272) (#4365)
* feat(runtime): record terminal artifact delivery receipts (#4272)

* fix(runtime): persist delivery receipts across recovery

* test(runtime): cover delivery receipt invariants

* fix(runtime): preserve terminal status on receipt outages
2026-07-26 21:45:47 +08:00
Zhengcy05
2f60bee388
fix: surface length-capped model responses (#4309)
* fix: surface length-capped model responses

* fix: avoid the influence of the mid-turn

* fix: correcting semantic annotations

* fix: add ModelLengthTerminationDetector to compatible providers

* fix:delete redundancy code

* fix:supplementing log information improves observability

* fix: align the document and complete the assertions.

* fix: unit test

* fix: revert AGENTS.md

* fix: unit test

* fix: add annotation and skip AIMessage has empty content
2026-07-26 14:43:08 +08:00
MiaoRuidx
735f67a5b2
fix: guard pending run startup cancellation (#4450)
* fix: guard pending run startup cancellation

* fix(run): address startup review feedback

* fix(run): narrow start_run store contract

---------

Co-authored-by: MiaoRuidx <12540796+MiaoRuidx@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-25 23:50:21 +08:00
Huixin615
8af760fc30
fix(runtime): make orphan reconciliation lease-aware (#4427) 2026-07-25 23:26:17 +08:00
Vanzeren
3c8b82c594
fix(runtime): serialize checkpoint writes with active runs (#4437)
* fix(runtime): serialize checkpoint writes with active runs

* fix(runtime): address checkpoint reservation reviews

* fix(runtime): address reservation race reviews

* fix(runtime): refine reservation conflict semantics
2026-07-25 23:18:34 +08:00
H Haidong
c7538cfb35
fix(runs): terminate orphaned streams after lease recovery (#4420)
* fix(runs): terminate orphaned streams after lease recovery

* fix(runs): include recovered ids in callback warnings

* fix(runs): harden orphan recovery lifecycle
2026-07-24 19:34:20 +08:00
ShitK
a4ede80deb
fix(runtime): reject unsupported run options and stream modes (#4430)
* fix(runtime): reject unsupported run options

* fix(runtime): align SDK run compatibility

* fix(frontend): avoid unsupported events stream mode

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-24 19:24:24 +08:00
MiaoRuidx
80c06414f8
fix: make orphan reconciliation lease-aware (#4434)
让启动/孤儿 run 恢复在最终写入前通过 claim_for_takeover 原子重查 lease,避免 owner 在扫描后续约成功仍被误标为 error。

补充扫描后续约的回归测试,并把 reconciliation 写失败测试迁移到 takeover claim 路径。

Co-authored-by: MiaoRuidx <12540796+MiaoRuidx@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-24 09:48:48 +08:00
Aari
5f0108f56c
fix(runtime): stop subgraph stream frames impersonating root frames (#4407)
* fix(runtime): stop subgraph stream frames impersonating root frames

The web frontend always requested stream_subgraphs, and since delegated
subagent graphs inherit the parent checkpoint namespace (#4215), their
values snapshots and token chunks ride the parent stream. The worker's
_unpack_stream_item dropped the namespace and published every subgraph
frame under a bare event name, so a subagent's values snapshot replaced
the whole thread view in SDK clients (#4399), its token chunks flooded
the parent message stream, and a subagent's LLM error fallback could be
mistaken for the parent run's.

Publish subgraph frames under namespace-qualified SSE event names
(mode|ns1|ns2, LangGraph Platform style) and keep root-only consumers
(file-tool chunk batcher, subagent event persistence, error-fallback
detection) on root frames only. Drop streamSubgraphs from the frontend
submit paths: subtask progress arrives via root-namespace task_* custom
events, so the flag only exposed the leak.

* test(runtime): add production-shaped subgraph stream regression tests

Address review: the namespace tests validated the publishing helpers
with hand-fed namespaces, while the #4399 regression lived in the
integration between LangGraph's delegation routing and the worker's
stream loop. Add TestWorkerSubgraphStreamIntegration: a real parent
graph delegates through the real SubagentExecutor and streams through
run_agent into a real MemoryStreamBridge, locking both stream_subgraphs
modes -- delegated frames arrive namespaced (never bare), a delegated
error fallback cannot mark the parent run as errored, and without the
flag delegated frames stay out while task_* custom events remain.
2026-07-23 23:32:06 +08:00
Admire
a38b1daec3
fix(streaming): keep large file generation responsive (#4354)
* fix(streaming): keep large file generation responsive

* fix(streaming): address follow-up review feedback

* fix(streaming): address final review feedback
2026-07-23 08:51:14 +08:00
Vanzeren
42baed8c8c
feat(checkpoint): dual-mode checkpoint storage with LangGraph DeltaChannel (#4292)
* feat(checkpoint): dual-mode checkpoint storage with LangGraph DeltaChannel

Add a restart-required database.checkpoint_channel_mode ("full" default,
"delta") that stores the messages channel via LangGraph 1.2 DeltaChannel,
cutting checkpoint storage from O(n^2) to O(n) for append-only history.
Existing full checkpoints seed delta state transparently; no data migration.

- config: mode schema + freeze-on-first-use with
  CheckpointModeReconfigurationError; mode marker persisted in checkpoint
  metadata; unsafe delta->full downgrade rejected fail-closed with
  CheckpointModeMismatchError (run-level error, failed state read)
- state: delta message state schema; CheckpointStateAccessor centralizes
  materialized reads for all consumers (threads API, branches,
  regeneration, compaction, state updates, memory, goal workers)
- runtime: raw writers (run durations, interrupted title, thread goal)
  parent their checkpoints to the checkpoint they derive from, preserving
  delta ancestry; rollback forks the pre-run lineage through a state
  mutation graph with Overwrite restores; InMemorySaver delta-history
  override delegates to the base walk (fixes dropped first write after
  migration, also present upstream)
- tests: conformance suite over {memory, sqlite, postgres} covering
  migration replay, stable message IDs, storage shape and writer
  preservation; conftest fixture isolates the frozen mode between tests;
  stale config fakes refreshed
- ci: backend unit tests gain a postgres service

* fix(checkpoint): close materialization gaps in goal flow, guard public factory

- Route goal-continuation message reads through CheckpointStateAccessor:
  raw channel_values reads see the delta sentinel in delta mode, which
  disabled goal continuation (stand_down=no_durable_end_of_turn) after
  durable assistant turns. Raw tuples remain for tuple-only metadata
  (checkpoint id, pending_writes).
- Reject checkpoint_channel_mode='delta' + checkpointer in
  create_deerflow_agent at construction: factory-built persisted graphs
  bypass mode-marker injection and the fail-closed gate, reproducing
  silent mixed-mode state loss. Delta without persistence stays allowed.
- Import the postgres saver lazily (pytest.importorskip in the fixture)
  so the documented default install collects the suite; add a CI job
  running pytest --collect-only on uv sync --group dev without extras.
- Fix test_checkpointer fallback test to patch get_app_config at its
  use site (provider module), making it deterministic when a local
  config.yaml selects a persistent backend.

* fix(gateway): preserve extension-owned channels in state mutations, bump config version

- build_state_mutation_graph / build_checkpoint_state_mutation_accessor
  accept an explicit state_schema; branch and POST /state now compile the
  mutation graph from the thread's effective schema
  (graph_state_schema on the assistant graph). The base-ThreadState
  fallback silently discarded channels contributed by custom
  AgentMiddleware.state_schema on branch (data loss) and returned a
  false-success 200 on POST /state.
- POST /state validates values keys against the mutation graph's
  channels and rejects unknown fields with 422 instead of ignoring
  them; reducer detection covers extension channels
  (BinaryOperatorAggregate or DeltaChannel) so Overwrite replace
  semantics work for middleware reducers in both modes.
- Endpoint regression: custom AgentMiddleware.state_schema value
  survives branch, updates through POST /state, and an unknown field
  receives 422.
- config_version 26 -> 27 for the new database.checkpoint_channel_mode
  (example, Helm chart values + README, support-bundle fixture), so
  existing installs get the outdated-config warning and
  make config-upgrade merges the field; covered by a test driving the
  real example file and the real config-upgrade script.

* fix(gateway): resolve assistant schema via one boundary, copy branch reducer values with Overwrite

GET /threads/{id}/state now resolves the thread's assistant_id through a
single reusable boundary (thread metadata -> assistant_id -> effective
graph), so channels contributed by a custom AgentMiddleware.state_schema
are materialized instead of dropped by the default lead schema. POST
/state uses the same boundary instead of resolving the schema ad hoc.

Branch writes wrap every copied reducer channel in Overwrite (derived
from the effective mutation graph: BinaryOperatorAggregate + DeltaChannel),
not just messages, so already-aggregated values are never re-merged.

Regression tests use a real AgentMiddleware.state_schema with a
non-identity reducer in both full and delta modes: GET /state returns the
extension value, POST /state replaces it, branch preserves it
byte-for-byte; the unknown-field 422 is a separate assertion.

* refactor(checkpoint): collapse read-path round-trips and ship dual-mode parity tests

Address review round 4 on PR #4292:

- Push ahistory/history limit through Pregel into checkpointer.alist
  (SQL LIMIT) instead of materializing all rows and breaking in Python
- Fold the read-side mode-compat gate onto the returned snapshot's
  metadata; only writes keep the pre-write tuple fetch (fail-closed)
- Cache factory-built accessor graphs per (assistant_id, mode) with
  factory-identity revalidation; state reads no longer build a lead
  agent per request
- get_thread: one snapshot fetch + one raw pending_writes fetch on the
  resolved checkpoint (post-checkpoint __error__ writes never surface
  in snapshot.tasks; verified empirically)
- DeerFlowClient.get_thread: single checkpointer.list walk collects
  pending_writes per checkpoint instead of N get_tuple calls
- InMemorySaver delta-history patch: stand-down when the upstream
  override disappears, try/except guard, validated-version warning,
  guard tests
- make_lead_agent mode precedence: first freeze is owned by app_config
  (client-supplied configurable key ignored); once frozen, injected
  key/app_config must match or fail closed
- Rollback: lock in non-message channel restoration via fork
  inheritance with a dedicated reducer-channel test
- Add tests/test_threads_checkpoint_mode.py and
  tests/test_gateway_checkpoint_mode.py referenced by AGENTS.md and
  the PR validation section: lifecycle parity (memory + sqlite),
  per-step blob-count storage guard, gateway endpoint parity

Counted-saver tests pin checkpoint round-trips for aget/ahistory so
these regressions cannot silently return.

* fix(checkpoint): precise mode-mismatch HTTP mapping, gate E2E, and accessor resilience

- threads router: map CheckpointModeMismatchError to 409 (with cause and
  thread id) and CheckpointModeReconfigurationError to 503 across all state
  endpoints instead of swallowing both into a generic 500
- gate coverage: seed a real delta checkpoint into AsyncSqliteSaver and
  assert aget/aupdate/ahistory fail closed; assert 409 at the HTTP boundary
  through the real route stack
- rollback: compile the restore mutation graph with the thread's effective
  state schema per the build_state_mutation_graph contract
- inheritance contract locks: rollback and manual compaction preserve
  middleware-contributed channels via checkpoint fork cloning
- services: revalidate the accessor-graph cache against app_config identity
  so config.yaml hot-reloads never serve a stale compiled graph
- services: degrade full-mode state reads to raw checkpointer reads when the
  agent factory is unavailable (delta gate still applies; delta mode has no
  fallback)
- deps: override websockets==16.0 (langgraph-sdk 0.4.2's <16 pin silently
  downgraded 16.0 -> 15.0.1; pin is not grounded in any API incompatibility)
  and bump the langchain lower bound to what the lockfile actually resolves

* fix(checkpoint): include anchor checkpoint in degraded history walk + cover get_thread

- _RawCheckpointReadAccessor.ahistory: alist(before=...) is exclusive while
  pregel's get_state_history treats config.checkpoint_id as the inclusive
  start; fetch the anchor explicitly so both read paths paginate identically
- extend the degraded-path gateway test: GET /thread returns raw values, and
  POST /history with before starts at the anchor checkpoint

* fix(gateway): preserve degraded checkpoint timestamps

* fix(gateway): harden degraded checkpoint access

* fix(gateway): resolve assistants for checkpoint reads

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-22 08:33:29 +08:00
yym36991
0f088033fe
fix(gateway): prefer X-Trace-Id over metadata.deerflow_trace_id when header is set (#4283)
When TraceMiddleware binds a valid inbound X-Trace-Id, worker resolution
prefers that id over config.metadata.deerflow_trace_id so logs, response
headers, Langfuse, and runtime context stay aligned.
Also add trace-context marker reset coverage for the inbound-header flag.
2026-07-19 09:13:51 +08:00
Vanzeren
1769b2de0d
fix: read run stop_reason from runtime context (#4188)
* fix: read run stop_reason from runtime context

* fix: address review feedback for #4188 stop_reason integration

   - migration 0005: use safe_add_column for consistency and drift detection
   - worker: clear runtime.context stop_reason at start of each _stream_once
     turn so a clean continuation doesn't inherit a prior cap reason
   - tests: replace circular unit test with real middleware integration
     tests that exercise LoopDetectionMiddleware._apply and
     TokenBudgetMiddleware._apply through the worker, proving the full
     middleware → runtime.context → persist pipeline

* fix(test): resume conftest

* fix: stamp stop_reason in all guard middlewares, fix clearing semantics
2026-07-16 08:19:52 +08:00
Daoyuan Li
45865e9f3f
fix(tracing): attach Langfuse trace metadata to the goal evaluator (#4202)
The goal evaluator (runtime/goal.py) runs from runtime/runs/worker.py after
the main graph run has already completed, so there is no graph root for it
to inherit tracing from. create_goal_evaluator_model was built with
attach_tracing=False, and evaluate_goal_completion invoked the model with a
bare config={"run_name": "goal_evaluator"} — no tracing callbacks, no
Langfuse session/user attribution. Every goal-evaluator LLM call went
untraced.

Same class of gap fixed by #2944 for the main agent graph and by #3902 for
memory_agent/suggest_agent: a standalone call site that invokes a model
directly instead of through a traced graph root must attach its own tracing
callbacks and inject Langfuse trace-attribute metadata itself.

- create_goal_evaluator_model: attach_tracing=False -> True, matching the
  other standalone non-graph callers (oneshot_llm.run_oneshot_llm,
  MemoryUpdater).
- evaluate_goal_completion: accept optional thread_id/user_id/
  deerflow_trace_id and inject Langfuse trace metadata onto the ainvoke
  config via the shared inject_langfuse_metadata() helper, mirroring
  oneshot_llm.py's pattern.
- worker.py: thread user_id (resolve_runtime_user_id(runtime)) and
  deerflow_trace_id through _prepare_goal_continuation_input into
  evaluate_goal_completion so the evaluator's trace groups under the
  triggering run's thread/session.

Updates the existing test that pinned attach_tracing=False as expected
behavior, and adds a regression test asserting the ainvoke config carries
Langfuse trace metadata when enabled.
2026-07-15 22:30:34 +08:00
Daoyuan Li
fa419b3e4c
fix(goal): stop continuation_count double-bump in thread_changed_before_continuation stand-down (#4199)
_prepare_goal_continuation_input calls the same _persist closure twice
with the identical next_count in one evaluation cycle: once to commit
the real continuation, and again to record a thread_changed_before_continuation
stand-down if a race is detected right after that commit. The second
call re-passed continuation_count=next_count, so #4088's defensive
max(continuation_count, current_count + 1) guard saw the first call's
own write as a "current_count" bump and added another +1 on top of it -
silently consuming 2 units of the continuation budget for a cycle that
delivered zero actual continuations. #4088's guard is correct for the
independent-concurrent-continuations race it targets; this is a
separate call site incorrectly re-triggering that same guard against
itself.

The second _persist call no longer passes continuation_count, matching
every other stand-down call site in this function - the count was
already correctly committed by the first call.

Adds a regression test mirroring the existing
thread_changed_after_evaluation race test's checkpointer-wrapper
technique, since this sibling branch had zero prior coverage.
2026-07-15 20:21:04 +08:00
Vanzeren
13fd8e229a
fix(checkpoint): persist run duration in checkpoints for history reads (#4118)
* fix: persist run duration in checkpoints for history reads

* fix(checkpoint): harden run duration persistence

* fix(checkpoint): persist run durations in metadata

* fix(checkpoint): address review findings for run duration persistence

- Add valid_duration_entry() shared validation helper (worker.py)
- Rename _persist_run_durations -> persist_run_durations as public API
- Import public persist_run_durations and valid_duration_entry in threads.py
- Use BackgroundTasks for lazy backfill write to avoid blocking history reads
- Add TODO about O(runs) growth of run_durations in checkpoint metadata
- Document REGENERATE_HISTORY_RAW_SCAN_LIMIT doubling assumption

* fix(checkpoint): replace pruning TODO with justification

Accumulated run_durations overhead (~50 bytes/run_id) is negligible compared
to messages channel blobs; no pruning strategy is needed.

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-14 21:37:47 +08:00
AnoobFeng
446fa03801
fix(context): resolve context compress bug (#4065)
* fix(runtime): persist original human input outside model sanitization

* refactor(history): load thread messages by global event sequence

* fix(frontend): make summarization rescue a transient history bridge

* fix(frontend): old message not append tail

1. add identity anchor
2. add bridgeOrder

* fix(frontend): lint error fix

* fix: address review feedback and harden pagination coverage

- defer transient history ref writes until after render commit
- cover large middleware-only history scans
- verify infinite-query refetch recalculates page cursors
- document AI event types and anchor-weaving differences

* fix: harden message pagination and enrichment

- append unmatched live tails after canonical history
- warn and stop when pagination has_more lacks a cursor
- deep-copy restored UI messages to isolate model-facing content
- log invalid event sequence and non-advancing cursor errors
- pass user_id explicitly through event-store history queries
- cover middleware-only AI runs across memory, JSONL, and DB stores

* fix: address pagination review feedback

* fix(frontend): checkpoint has unknow redener content, optimize the anchor policy

* fix(frontend): unit test issue missed previously, remove the TanStack cache trimming

* fix(gateway): harden message history queries and provenance

- reject externally forged original_user_content metadata
- validate provenance metadata in upload and sanitization middleware
- make run lookups fail closed by default
- batch feedback queries by run ID
- align memory message filtering with persistent stores
2026-07-14 10:43:13 +08:00
heart-scalpel
b53c1ae0e0
fix(runs): cancel degrades to lease takeover for multi-worker (#4064)
* fix(runs): cancel degrades to lease takeover for multi-worker

Work item 4 of the multi-worker ownership epic
(https://github.com/bytedance/deer-flow/issues/3948).

Problem: POST /runs/{run_id}/cancel landing on a non-owning worker
returns 409 — the cancel button silently fails under GATEWAY_WORKERS>1
with no sticky routing. cancel() required the current worker to hold
the in-memory task/abort_event, which any non-owner pod cannot satisfy.

Changes:
- RunManager.cancel() returns CancelOutcome enum (cancelled /
  taken_over / lease_valid_elsewhere / not_active_locally /
  not_cancellable / unknown) instead of bool, so the router can map
  each outcome to the right HTTP response.
- New store primitive claim_for_takeover(): a single atomic
  conditional UPDATE that marks a run as error only when
  status IN (pending, running) AND (lease IS NULL OR
  lease < now - grace). Closes the stale-read / concurrent-heartbeat
  race — if the owner renews between our read and write, the UPDATE
  matches 0 rows and we surface lease_valid_elsewhere.
- HTTP cancel + stream-join endpoints route on CancelOutcome:
  cancelled -> 202 (or 204 with wait=true); taken_over -> 202
  immediately (no SSE streaming — the run is terminal on another
  worker, streaming would hang); lease_valid_elsewhere -> 409 +
  Retry-After header computed from lease_expires_at + grace_seconds.
- RunManager.grace_seconds exposed as a public property; the router
  no longer reaches into _run_ownership_config.
- _is_lease_expired extracted to a module-level function, shared by
  RunManager.cancel() and MemoryRunStore.claim_for_takeover().
- GATEWAY_WORKERS=1 + heartbeat_enabled=false is zero-regression:
  the non-local path short-circuits to not_active_locally, preserving
  the original 409 behaviour the existing tests pin.

Tests: 12 new (5 store primitive + 4 cancel-takeover unit + 3 HTTP
including a regression guard verifying POST /stream?action=interrupt
on a dead-owner run returns 202 instead of hanging on SSE).
244 directly-related tests pass; 36/36 blocking-IO gate pass.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): guard update_status and self-terminate on takeover

Two defenses close a split-brain window where the original owner
could overwrite a peer's takeover status:

- update_status (SQL + memory store) now guards on
  status IN ('pending','running'). When takeover already set
  the row to 'error', the owner's final status write matches
  0 rows and is dropped.

- _persist_status: when update_status returns False, check
  whether the row exists before attempting recovery via put().
  If the row exists (takeover by another worker), skip recovery
  instead of blindly upserting over the takeover.

- Heartbeat _renew_leases: when update_lease returns False
  (row no longer pending/running or owner changed), cancel the
  local task so wasted CPU is bounded to the next heartbeat
  tick (~10s) instead of the full task lifetime.

Also fix three reviewer feedback items:

- Re-fetch the store row when cancel() returns
  lease_valid_elsewhere, so Retry-After uses the owner's
  freshly-renewed lease instead of a stale value from
  request start.

- Fallback 'unknown' in takeover error message when
  owner_worker_id is NULL (pre-ownership data).

- Remove dead else-10 branch from grace_seconds property
  (unreachable — all callers are downstream of the
  heartbeat_enabled guard).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* test(runs): pin split-brain defences from update_status guard + heartbeat

Three tests lock down the takeover authoritativeness so a
late-running owner cannot overwrite a peer's claim:

- update_status must reject writes when the store row is already
  terminal (taken over by another worker).
- _persist_status must skip row-recovery via put() when the row
  exists but has been taken over.
- Heartbeat _renew_leases must cancel the local task when
  update_lease returns False (row claimed by another worker).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): precise outcome + log when local cancel loses to peer takeover

Two reviewer precision nits on the split-brain defence:

- _persist_status: branch the skip-reason log on existing["status"].
  error → WARNING "peer takeover" (anomalous); interrupted/success →
  INFO "local cancel/completion race" (expected when user hits stop
  as the run finishes). Stops noisy false-positive takeover warnings
  in operator logs.

- cancel() local path: when _persist_status returns False, re-check
  the store. If a peer's claim_for_takeover flipped the row to error
  between our in-memory cancel and the guarded update_status, surface
  taken_over instead of cancelled so the client sees a status
  consistent with the store.

Test: test_cancel_returns_taken_over_when_peer_claims_during_local_cancel
pins the race outcome.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): widen update_status guard, de-duplicate lease helpers, add coverage

Round 3 of reviewer feedback:

- Widen update_status guard to status IN ('pending','running','interrupted').
  The original guard blocked interrupted→error (the rollback finalize path),
  losing the "Rolled back by user" message. interrupted is now permitted
  while error/success stay locked — takeover protection unchanged.

- claim_for_takeover False now re-reads the store row to distinguish causes:
  owner renewed lease → lease_valid_elsewhere; row went terminal →
  not_cancellable; another worker already took it over → taken_over.

- Extract _raise_lease_valid_elsewhere() helper to de-duplicate the
  409+Retry-After block shared across cancel_run and stream_existing_run.

- Extract _lease_expired_or_null() in persistence/run/sql.py to
  de-duplicate the lease-expiry SQL WHERE clause shared by
  claim_for_takeover and list_inflight_with_expired_lease.

- 11 new tests: 5 SQL-layer claim_for_takeover (expired/valid/NULL/
  terminal/nonexistent), 3 _compute_retry_after unit (NULL/unparseable/
  normal), 2 claim re-read precision (terminal/takeover), 1 stream
  endpoint 409+Retry-After.

Not addressed (non-blocking, reviewer agreed):
- The 2–3 store.gets in the takeover cold path: optimizing the API to
  accept a pre-fetched record would couple the router to the manager
  more tightly than justified by the perf gain.
- The lease-expiry inline loop in MemoryRunStore.list_inflight_with_-
  expired_lease pre-computes cutoff once for all rows; switching to the
  shared _is_lease_expired helper would recompute datetime.now() per row
  with no real benefit.

260 related tests pass; 36/36 blocking-IO gate pass; ruff clean.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): de-duplicate lease-expiry helper, restore defensive fallback

Address final round of review feedback:

- Extract is_lease_expired to deerflow.utils.time (no _ prefix, public
  utility). Manager and MemoryRunStore now import from the same place
  instead of the store reaching backward into the manager for a private
  function.

- Restore defensive else-10 fallback in grace_seconds property (removed
  in an earlier round). The guard is unreachable for current callers but
  protects future ones from AttributeError.

- Comment the transient in-memory interrupted vs store error state when
  a local cancel is superseded by a peer takeover.

- Comment the max(1, ...) floor in _compute_retry_after — the floor is
  a lower bound, not a poll interval; clients should apply jitter.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: rayhpeng <rayhpeng@gmail.com>
2026-07-14 07:37:59 +08:00
DanielWalnut
4e209827f3
feat(agent): Add subagent total delegation cap (#4115)
* fix subagent total delegation cap

* fix embedded subagent run cap context

* fix subagent cap config consistency

* fix resumed subagent run cap boundary

* fix legacy resume subagent boundary

* address subagent cap review feedback

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-13 19:26:07 +08:00
黄云龙
224f8de2cf
fix(goal): prevent continuation_count regression from racing continuations (#4088)
* fix(goal): prevent continuation_count regression from racing continuations

* fix(goal): prevent continuation_count regression from racing continuations
2026-07-12 23:33:52 +08:00
黄云龙
18c32beaf1
fix(runs): re-buffer subagent event batch on flush failure instead of dropping (#4082)
_SubagentEventBuffer.flush() cleared self._pending before the put_batch and
discarded the batch when persistence raised, so a transient store error
silently lost subagent step events. On failure, prepend the failed batch
back onto self._pending (ahead of events queued since) so a later flush can
retry it.
2026-07-12 11:51:31 +08:00
heart-scalpel
3bc3af2530
fix(runs): close multi-worker ownership gaps in run atomicity (#3948) (#4003)
* feat(runs): cross-process run ownership with lease + reconciliation (#3948)

Implements work items 2 and 3 of the multi-worker P0 plan
(docs/multi_worker.md). Work item 1 (Postgres startup gate, #3960)
already landed; this PR makes run creation race-safe across worker
processes and lets Postgres deployments recover orphaned inflight runs
from crashed workers without mis-marking live runs as orphans.

Work item 2 — cross-process atomic create_or_reject

- Alembic revision 0004_run_ownership adds runs.owner_worker_id,
  runs.lease_expires_at, idx_runs_lease, and a partial unique index
  uq_runs_thread_active (one pending/running run per thread). The
  index is declared on RunRow.__table_args__ with sqlite_where +
  postgresql_where (mirroring uq_channel_connection_active_identity)
  so the empty-DB bootstrap path — which runs Base.metadata.create_all
  + alembic stamp head without executing any revision's upgrade() —
  also lands it on fresh deployments. Migration 0004 additionally
  creates it idempotently for legacy/versioned upgrades.
- RunRepository.create_run_atomic is the new atomic primitive:
  - reject: INSERT directly; the partial unique index catches
    duplicate active runs; the manager surfaces the result as
    ConflictError.
  - interrupt/rollback: SELECT FOR UPDATE the conflicting rows,
    skip rows whose lease is still valid AND owned by another live
    worker (raise ConflictError — the INSERT would have failed on
    the index anyway, and a retry loop cannot make progress),
    cancel the rest in the same transaction, then INSERT the new
    row. Rows owned by this worker are interruptible regardless of
    lease state.
- RunManager.create_or_reject dispatches to the store under the
  existing local lock; same-worker in-memory cancellation runs after
  the store commit succeeds. MemoryRunStore mirrors the same
  semantics for tests and database.backend=memory.

Work item 3 — lease heartbeat + Postgres reconciliation

- RunOwnershipConfig (lease_seconds=30, grace_seconds=10,
  heartbeat_enabled=false by default), registered as startup-only in
  reload_boundary.STARTUP_ONLY_FIELDS because the heartbeat background
  task is created once in langgraph_runtime() and is not rebuilt on
  config.yaml edits.
- When heartbeat_enabled, each worker renewes leases on its own
  active runs with interval = lease_seconds / 3. The loop is bounded
  and stop-event-cancellable so shutdown is prompt.
- reconcile_orphaned_inflight_runs now runs on every backend — the
  sqlite-only gate in app/gateway/deps.py is dropped in the same
  commit so there is no window where Postgres would mis-mark live
  Worker A runs as orphans. Reconciliation errors only runs whose
  lease is NULL (legacy pre-ownership rows) or older than
  grace_seconds. In single-worker mode (heartbeat off, NULL leases)
  all inflight rows reclaim immediately, preserving the pre-ownership
  recovery latency.
- Heartbeat starts AFTER startup reconciliation and stops BEFORE the
  in-flight run drain on shutdown so the two cannot race.

GATEWAY_WORKERS=1 with heartbeat_enabled=false keeps current behavior.

Verified: 170 related tests + full backend suite (minus Docker-gated
live tests) green; ruff check + ruff format clean.

* fix(runs): tighten unique-violation handling and document clock-sync budget

Three follow-up fixes to the cross-process run ownership work in #3948,
surfacing during review.

1. _is_unique_violation: detect by driver-native signal, not message text

   The previous substring heuristic ("unique" + "violat", or "duplicate")
   missed SQLite's actual phrasing "UNIQUE constraint failed: <table>.<index>"
   — SQLite says "failed", not "violates", and never "duplicate". On SQLite
   the detector returned False, the reject path re-raised the raw
   IntegrityError, and clients saw HTTP 500 instead of ConflictError 409.
   The conversion is the load-bearing piece of the "store is source of
   truth" design but was untested — every atomic test used MemoryRunStore,
   which raises ConflictError directly and never reached this branch.

   Now prefers driver-native signals: psycopg pgcode/sqlcode "23505" and
   sqlite3 sqlite_errorcode SQLITE_CONSTRAINT_UNIQUE (reachable through
   SQLAlchemy IntegrityError.orig). Message matching stays as a fallback
   with SQLite's exact "unique constraint failed" phrase added.

2. interrupt/rollback: convert exhausted-retry IntegrityError to ConflictError

   The reject branch converts unique violations to ConflictError. The
   interrupt/rollback retry loop did not — on the 3rd attempt it re-raised
   the raw IntegrityError, leaking HTTP 500 for the same race condition
   that reject surfaces as 409. Symmetric conversion added after the loop;
   callers now see a consistent ConflictError regardless of strategy.

3. Document clock-sync requirement for multi-worker lease reconciliation

   reconcile_orphaned_inflight_runs compares another worker's UTC
   lease_expires_at against this worker's datetime.now(UTC). The only skew
   budget is grace_seconds (default 10s) — worst case, with the owning
   worker's heartbeat just about to fire, a peer whose clock is more than
   ~grace_seconds ahead can mis-reclaim a still-live run as an orphan.

   Documented in RunOwnershipConfig's docstring (with the math) and in
   config.example.yaml (with operational guidance), so operators in
   NTP-poor environments know to raise grace_seconds. Default unchanged:
   10s is reasonable for NTP-synced K8s/cloud, and bumping it would slow
   recovery of genuinely dead workers (lease_seconds + grace_seconds from
   last heartbeat to reclaim).

Tests:
- test_create_run_atomic_reject_propagates_conflict_on_unique_violation:
  end-to-end against a real SQLite-backed RunRepository, pre-inserts an
  active run, asserts reject-strategy create surfaces as ConflictError
  rather than raw IntegrityError.
- test_is_unique_violation_detects_real_sqlite_integrity_error: unit test
  for the detector against a real SQLite-raised IntegrityError; asserts
  driver-level sqlite_errorcode is SQLITE_CONSTRAINT_UNIQUE.
- test_interrupt_exhausted_retries_surface_as_conflict_error: pins the
  symmetric 409 behavior after the retry loop exhausts.

Verified: ruff check + ruff format clean; multi-worker + run_repository
+ owner_isolation + reload_boundary suites green.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): close multi-worker ownership gaps in lease heartbeat and unique-violation detection

Five code-review fixes from docs/multi_worker.md:

1. Drop unused ``claim_inflight_runs`` primitive — no caller anywhere.
   ``create_run_atomic`` does its own inline claim (SELECT FOR UPDATE +
   cancel) inside the INSERT transaction; a separate claim primitive
   would split that into two transactions and open a claim→INSERT race.
   Removes ~40 lines across base.py / memory.py / sql.py plus the
   unused ``now_iso`` parameter, freeing future RunStore implementations
   from providing it.

2. Broaden ``_renew_leases`` filter to renew pending/running runs owned
   by this worker even when ``record.task is None``. The previous
   ``task is not None`` requirement skipped the brief window between
   ``create_run_atomic`` inserting the row and the worker spawning the
   agent task; under event-loop load that window can approach
   ``lease_seconds``, after which peer reconciliation marks the run
   ``error`` (visible) or a peer's ``create_or_reject("interrupt")``
   silently kills the queued run. Filter now:
   ``task is None or not task.done()``.

3. Document the unsynchronised ``record.lease_expires_at = new_expiry``
   write. ``lease_expires_at`` is the only field on an existing record
   this path mutates; ``set_status`` / ``_persist_status`` touch other
   fields, so there is no concurrent writer to race against. Re-acquiring
   ``self._lock`` would serialise unrelated run mutations for no gain.

4. Gate ``_is_unique_violation`` message fallbacks on
   ``isinstance(current, (SAIntegrityError, sqlite3.IntegrityError))``.
   The driver-code path (pgcode/sqlite_errorcode) remains load-bearing;
   substring fallbacks are now belt-and-suspenders only for cases where
   the driver attribute isn't reachable through the cause chain. Without
   the gate, any application exception whose ``str()`` happens to contain
   "duplicate key" / "unique" + "violat" (CHECK constraint, validation
   error) would silently surface as HTTP 409 instead of 500.

5. Route ``update_lease`` through ``_call_store_with_retry`` for
   consistency with every other store call, and wrap
   ``await self._renew_leases()`` in ``_heartbeat_loop`` with
   ``except Exception: logger.warning(...)``. Previously a transient
   error from the snapshot path or an unexpected exception would kill
   the heartbeat task silently — after which no lease is ever renewed
   again and every active run eventually looks orphaned.
   ``except Exception`` lets ``CancelledError`` (BaseException since
   3.8) propagate so shutdown cancellation still works.

Regression tests:
- ``test_heartbeat_renews_pending_run_before_task_is_spawned``
- ``test_is_unique_violation_does_not_misclassify_application_exception``

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): harden multi-worker migration, memory atomicity, and tz-naive lease comparison

Three follow-up fixes to the multi-worker run ownership work:

- migration 0004 dedupe pass: cancel superseded duplicate active rows per
  thread before creating the partial UNIQUE index ``uq_runs_thread_active``
  so dirty DBs (Postgres deployments that had reconciliation skipped by the
  old sqlite-only gate, or any env that ran GATEWAY_WORKERS>1 before this PR)
  do not abort the alembic upgrade and block gateway startup. Keeps the
  newest active row per thread, marks the rest as error with an explanatory
  message.

- MemoryRunStore.create_run_atomic interrupt/rollback path: split the single-
  pass loop into two passes (collect candidates, validate, then mutate) so a
  ConflictError raised on a later candidate does not leave earlier candidates
  half-interrupted. Mirrors the SQL store's transactional rollback semantics;
  the entire test_multi_worker_run_ownership.py suite runs against memory so
  this divergence was giving false confidence.

- RunRepository.create_run_atomic interrupt path: coerce tz-naive
  ``row.lease_expires_at`` to UTC before comparing against the aware
  ``cutoff``. SQLite drops tzinfo on read despite ``DateTime(timezone=True)``
  (this file's own comment acknowledges it), so the Python-side comparison
  raised ``TypeError: can't compare offset-naive and offset-aware datetimes``
  whenever heartbeat was enabled on SQLite and a lease was non-NULL. Defaults
  (heartbeat off -> leases always NULL) masked it, but there was no guard
  against the combination. Follows the existing "naive is UTC" convention
  from ``coerce_iso``.

Each fix ships with a regression test pinning the behavior.

Co-Authored-By: heart-scalpel <heart-scalpel@users.noreply.github.com>
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): enforce heartbeat for multi-worker, fix memory-store datetime comparison, lazy-import ConflictError in store layer

Three fixes from code review:

1. Extend the startup gate (GATEWAY_WORKERS>1) to also require
   run_ownership.heartbeat_enabled=true. Without heartbeat every run has
   a NULL lease, so reconciliation treats all inflight rows as orphans
   and Worker B would kill Worker A's live runs on every rolling update
   or scale-up.

2. Fix MemoryRunStore.list_inflight_with_expired_lease to parse
   created_at as datetime instead of ISO string lexical comparison,
   and handle tz-naive lease values uniformly with the SQL store.

3. Store layer (sql.py, memory.py) now lazy-imports ConflictError
   inside create_run_atomic instead of importing from the higher
   RunManager layer at module level.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): add owner check to update_lease, document create() assumption, restore deleted comment

- update_lease (SQL + memory) now requires owner_worker_id match in WHERE
  clause so the primitive is safe by construction against misuse
- create() docstring notes it bypasses atomic create_run_atomic and
  assumes no active run exists for the thread
- restore explanatory comment in MemoryRunStore.aggregate_tokens_by_thread
  that was dropped in an earlier commit

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(runs): add psycopg3 sqlstate detection and periodic orphan reconciliation

- _is_unique_violation now checks sqlstate attribute (psycopg3 uses this
  instead of pgcode). On Postgres, the only supported multi-worker backend,
  detection was falling through to the message-substring fallback.
- _heartbeat_loop now runs reconcile_orphaned_inflight_runs every 3rd
  cycle (every lease_seconds) to catch orphans whose lease expires between
  pod restarts. Single-worker deployments are unaffected (heartbeat off).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: heart-scalpel <heart-scalpel@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-11 16:05:30 +08:00
Ryker_Feng
00161811bd
feat: add workspace change review for agent runs (#3945)
* feat: add workspace change review

* chore: format workspace change files

* fix: optimize workspace change summaries

* style: refine workspace change badge scale

* fix: restore workspace change user context import

* fix(frontend): gate workspace change badge to assistant messages

Only pass run_id to assistant MessageListItems so the workspace-change
badge can never render under a user's prompt, which carries the same
run_id. Assert single badge render in the E2E flow.

* fix(workspace-changes): address review feedback on diff parsing and badge

- Restrict unified-diff header detection to "+++ "/"--- " (trailing space)
  in both backend _count_diff_lines and frontend getWorkspaceChangeLineClass
  so content lines beginning with +++/--- are counted/styled correctly
- Gate WorkspaceChangeBadge to ai messages so tool messages folded into an
  assistant group don't render a duplicate badge
- Add regression tests for both diff-classification fixes
- Apply prettier formatting to workspace-changes files flagged by CI

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-05 15:38:01 +08:00
d33kayyy
84bbdf6e00
fix(langfuse): resolve trace user from runtime context (#3794)
* fix(langfuse): resolve trace user from runtime context

The worker built langfuse_user_id from get_effective_user_id(), which reads
the request-scoped _current_user ContextVar. For runs invoked over an
internal token on behalf of an end user, that ContextVar is never the end
user, so traces recorded langfuse_user_id="default".

Switch to resolve_runtime_user_id(runtime), matching the sandbox
middleware/tools sites: it reads runtime.context["user_id"] (the owner
carried in the run request's context, which survives background-task
boundaries) and falls back to get_effective_user_id() for no-auth / browser
paths. Caller-supplied metadata still wins via inject_langfuse_metadata's
setdefault.

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-05 00:07:27 +08:00
Zheng Feng
dcb2e687d5
feat(channels): add GitHub as a webhook-driven channel (#3754)
* feat(channels): add GitHub event-driven agents (#3754)

Add a webhook-driven GitHub channel with fail-closed webhook routing, deterministic per-agent PR/issue threads, mention-gated trigger fan-out, GitHub App token injection for sandboxed gh/git commands, and backend/AGENTS.md documentation.

* fix(llm-middleware): classify bare IndexError as transient

Upstream chat providers occasionally return 200 OK with an empty
generations list (observed against Volces "coding" on
ark.cn-beijing.volces.com). When that happens,
langchain_core.language_models.chat_models.ainvoke raises
``IndexError: list index out of range`` at
``llm_result.generations[0][0].message`` and kills the run.

Treat a bare IndexError reaching the middleware as a transient
upstream-payload glitch and route it through the existing
retry/backoff path instead of failing the whole agent run. The
retry budget and backoff schedule are unchanged.

Adds three regression tests covering the classifier and both the
recover-on-retry and exhausted-retries paths.

* fix(runtime): ignore stale LLM fallback markers from prior runs

When a run on a thread ends with the LLM-error-handling middleware emitting
a `deerflow_error_fallback`-marked AIMessage (e.g. after the IndexError
empty-generations classification fix lands), that message is persisted to
the thread's checkpoint as part of the messages channel. LangGraph replays
the full message history in `stream_mode="values"` chunks, so every
subsequent run on the same thread re-streams the stale fallback marker —
and the worker's chunk scanner faithfully picks it up, flipping
`RunStatus.success` to `RunStatus.error` for runs that themselves had
no LLM failure at all.

Snapshot the set of pre-existing message ids from the pre-run checkpoint
and thread it through `_extract_llm_error_fallback_message` /
`_try_extract_from_message` as a filter. Markers on history messages are
ignored; markers on fresh messages produced during this run still trip
the error path. Falls back to an empty set when the checkpointer is
absent or the snapshot can't be captured, preserving the prior behavior
on first-run / no-state paths.

Adds unit tests for the new filter (helper-level and `_collect_pre_existing_message_ids`)
plus an integration test exercising the full `run_agent` path with a stale
history checkpointer.

* fix(channels): make github channel fire-and-forget to avoid httpx.ReadTimeout on long runs

GitHub agent runs (clone -> edit -> test -> push -> PR) routinely exceed
the langgraph_sdk default 300s read deadline. The manager's runs.wait
call kept an HTTP stream open for the entire run lifetime, so the long
run blew up with httpx.ReadTimeout and the outer except branch then
released the dedupe key and emitted a false 'internal error' outbound.

The GitHub channel's outbound send is log-only by design: agents post to
the issue/PR via the gh CLI in the sandbox when they choose to comment
or create a PR. There is nothing for the manager to ferry back, so the
long-poll was pure overhead.

This change adds ChannelRunPolicy.fire_and_forget (default False) and
sets it True for the github channel. When fire_and_forget is True,
_handle_chat dispatches via client.runs.create (short POST, returns
once the run is pending) instead of client.runs.wait, and skips the
response-extraction + outbound-publish block. ConflictError on a busy
thread still trips the standard THREAD_BUSY_MESSAGE path so behavior on
the busy case is preserved for any future non-github fire-and-forget
channel.

Other (non-github) channels are unchanged: their policy defaults
fire_and_forget=False and they continue to dispatch via runs.wait.

Adds 6 regression tests in tests/test_channels.py::TestGithubFireAndForget:
- Default ChannelRunPolicy.fire_and_forget is False.
- The github policy registers fire_and_forget=True.
- github inbound calls runs.create, not runs.wait, with the right kwargs.
- github inbound publishes no outbound on success.
- ConflictError from runs.create still emits THREAD_BUSY_MESSAGE.
- Non-github channels (slack) still dispatch via runs.wait.

* test(lead-agent): accept user_id kwarg in skill-policy test stubs

The two GitHub-channel tests added in #3754 stubbed
_load_enabled_skills_for_tool_policy with a lambda that only accepted
`available_skills` and `app_config`, but the real function (and its call
site in agent.py) also passes `user_id`. This raised TypeError on every
run, failing backend-unit-tests.

Add `user_id=None` to match the three sibling stubs in the same file.

* refactor(gateway): disambiguate context-key set names

The two frozensets _INTERNAL_ONLY_CONTEXT_KEYS and _CONTEXT_ONLY_KEYS
shared a confusable "CONTEXT_ONLY" token in different orders, and the
first broke the _CONTEXT_<X>_KEYS pattern of its sibling
_CONTEXT_CONFIGURABLE_KEYS. Rename to make the distinct axes explicit:

  _CONTEXT_INTERNAL_CALLER_KEYS  - WHO: internal callers (scheduler) only
  _CONTEXT_RUNTIME_ONLY_KEYS     - WHERE: runtime context only, never configurable

Pure rename, no behavior change.
2026-07-04 22:56:24 +08:00
Xinmin Zeng
4fc08b4f15
feat: add scheduled tasks MVP (#3898)
* feat: add scheduled tasks MVP

* fix: harden scheduled task execution semantics

* feat(scheduled-tasks): preset-driven schedule form with timezone and live preview

Replace the raw cron input with a preset Select (hourly/daily/weekly/monthly/custom)
plus structured inputs (time picker, weekday toggles, day-of-month), datetime-local
for one-time tasks, a timezone selector defaulting to the browser timezone, and a
live human-readable preview. Reuses one ScheduledTaskScheduleInput for create and
edit; backend contract unchanged; zero new deps (pure Intl + DST-safe offset helpers).

* feat(scheduled-tasks): full-page i18n + recipe templates + E2E locale pin

Localize the rest of the scheduled-tasks page (filters, detail pane, actions,
edit form, run list, enum values) via t.scheduledTasks.* in en/zh. Add four
built-in recipe templates (GitHub Trending, news digest, issue triage, weekly
report) exposed as a chip row that pre-fills title + prompt + schedule. Pin
Playwright locale to en-US so E2E selectors stay stable against i18n. No backend
change, no new deps.

* fix(scheduled-tasks): idempotent 0003 migration, update head constants, future-date once test

Merge with main surfaced three CI failures:
- 0003_scheduled_tasks create_table collided with legacy test seeds that
  build from full metadata; guard with inspector.has_table so the revision
  no-ops when the table already exists (0004/0005 are already idempotent via
  _helpers.py).
- persistence bootstrap concurrency/regression tests pinned HEAD to main's
  0002_runs_token_usage; bump to the new head 0005_scheduled_task_thread_nullable.
- once-task router test used a fixed past run_at and tripped the
  must-be-in-the-future validation; use a future date.

* address review: ok-check, 502 for trigger failure, mock fields, migration filename, doc fences

- fetchThreadScheduledTasks now checks response.ok like the other fetchers.
- trigger endpoint returns 502 (not 409) when dispatch fails outright, so
  clients can distinguish a real conflict from a server-side failure.
- E2E mock normalizes scheduled-task objects with context_mode/last_thread_id
  and nullable thread_id, matching the backend contract the UI renders against.
- Rename 0002_scheduled_tasks.py -> 0003_scheduled_tasks.py to match its
  revision id (file was renamed in spirit already; filename now follows).
- CONFIGURATION.md: close the Tool Groups yaml fence and drop the stray fence
  after the Scheduler notes so the sections render correctly.

* fix(scheduled-tasks): harden lease, poller, config, and frontend UX after review

* fix(scheduled-tasks): harden run lifecycle, overlap skip, non_interactive gating, and DST conversion after review

- defer a once task's terminal status to the run-completion hook; the task
  stays running until the real outcome, and a startup sweep cancels once
  tasks orphaned by a crash (launch-time 'completed' could stick forever)
- record interrupted runs as a distinct 'interrupted' run status with a
  readable message; an interrupted once task ends 'cancelled', not 'failed'
- enforce overlap_policy=skip for fresh_thread_per_run via an active-run
  pre-check (same-thread ConflictError can never fire across fresh threads)
- protect terminal run statuses from the late launch-path 'running' write
- honor context.non_interactive only for internally-authenticated callers;
  arbitrary clients can no longer strip ask_clarification
- fix DST-stale timezone offset in zonedLocalToUtcIso by re-deriving the
  offset at the resolved instant (once tasks fired an hour late around
  spring-forward and the create->edit round-trip diverged)
- drop dead ScheduledTaskRunRepository.update_by_run_id; share one Gateway
  API error helper between channels and scheduled-tasks frontends

* fix(scheduled-tasks): close review round-3 gaps in guards, concurrency, and API ergonomics

- scrub internal-only context keys (non_interactive) from the assembled run
  config for non-internal callers: gating body.context alone left the same
  key smuggle-able through the free-form body.config copied verbatim by
  build_run_config
- guard update_after_launch with protect_terminal so the launch bookkeeping
  write cannot clobber a once task already finalized by a fast-failing run's
  completion hook (parent-row sibling of the run-row guard)
- reject a manual trigger while the task has an active run (409) instead of
  launching a duplicate concurrent run on fresh_thread_per_run
- re-arm a terminal once task to enabled when PATCH pushes run_at into the
  future; previously the endpoint returned 200 with a next_run_at that could
  never be claimed
- make max_concurrent_runs a real global cap: each poll claims only into the
  remaining budget of active (queued/running) scheduled runs
- paginate GET /scheduled-tasks/{id}/runs (limit<=200, offset) and push the
  thread filter of /threads/{id}/scheduled-tasks into SQL
- stamp context.user_id on scheduler-launched runs, matching IM channels, so
  user-scoped guardrail providers see the owning user

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-04 21:51:57 +08:00
DanielWalnut
25ea6970a6
feat(runtime): implement goal continuations (#3858)
* implement goal continuations

* fix(goal): address review findings for goal continuations

- goal: key the no-progress breaker on a signature of the latest visible
  assistant evidence instead of the evaluator's volatile free-text, so it
  actually fires on stalled turns; thread the signature through every
  worker persist / no-progress call site
- goal: align _stand_down_reason default caps with should_continue_goal
  (8 / 2) so the two gate functions agree on goals missing the fields
- runtime: offload the synchronous checkpointer fallback via
  asyncio.to_thread (goal.py + worker.py) to keep blocking IO off the loop
- frontend: i18n the GoalStatus "Goal" label (goalLabel in en/zh/types)
- frontend: extract pure composer helpers into input-box-helpers.ts with
  unit tests (parseGoalCommand, readGoalResponseError, skill suggestions)
- tests: cover the evidence-based no-progress and default-cap behavior
- docs: align backend/AGENTS.md goal paragraph with actual behavior
- e2e: prettier-format chat.spec.ts (fixes the lint-frontend CI failure)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* feat(frontend): hide goal continuation counter until the agent continues

The goal status bar rendered a raw "0/8" before any auto-continuation, which
read as a mysterious score. Now the counter is hidden until
continuation_count > 0, then shows "Continuing N/M" with a tooltip explaining
the auto-continuation cap.

- Extract getGoalContinuationDisplay into a pure helper (hides at 0) + unit tests
- Add goalContinuing / goalContinuationTooltip i18n keys (en/zh/types)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix(goal): address review findings for goal continuations

Frontend correctness
- Fix the optimistic /goal result permanently shadowing server goal state:
  the streamed continuation counter never surfaced for a goal set in-session.
  Extract a shared useActiveGoal hook (used by both chat pages) that reconciles
  the optimistic copy with server state via a goalReconciliationKey, de-duping
  the copy-pasted goal block across the two pages.
- Stop /goal status|clear failures from escaping handleSubmit as unhandled
  rejections (handleGoalCommand now returns success; the run only starts when a
  goal was actually saved).
- Use a function replacer for the goal-status toast so an objective containing
  $&/$1 isn't treated as a replacement pattern.

Backend cleanliness / correctness
- De-duplicate four byte-identical helpers (_call_checkpointer_method,
  _message_type, _additional_kwargs, _is_visible_message) by importing them
  from runtime.goal instead of re-defining them in the run worker.
- Remove the dead `checkpoint_tuple.tasks` durability guard (CheckpointTuple has
  no tasks field) and document that pending_writes is the durability signal.
- Decompose the 176-line _prepare_goal_continuation_input: extract
  _reread_goal_and_checkpoint and a _persist closure so the thread-unchanged
  guard and stand-down persistence aren't open-coded three times. Document the
  last-writer-wins write-window limitation as a follow-up.
- Add a shared parse_goal_command helper and use it from the TUI and IM-channel
  /goal handlers (one place for the status/clear/set semantics).

Tests
- Restore the 11 command-registry tests dropped by the previous goal change
  (filter_commands ranking/description, build_registry builtins/skills, resolve
  cases) alongside the new goal tests.
- Add coverage for the IM-channel _handle_goal_command, the TUI _handle_goal
  handler, parse_goal_command, and goalReconciliationKey.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix goal review feedback

* fix goal continuation checkpoint races

* prioritize goal commands while streaming

Route composer submits through a shared helper so /goal commands can be handled before the streaming stop shortcut, while ordinary streaming submits still stop the active run.

Testing: cd frontend && pnpm exec rstest run tests/unit/components/workspace/input-box-helpers.test.ts tests/unit/components/workspace/goal-status-helpers.test.ts; cd frontend && pnpm check

* preserve goal status during clarification

Keep omitted stream goal fields distinct from explicit null clears so clarification interrupts do not hide an active thread goal that is still present in the checkpoint.

Testing: pnpm exec rstest run tests/unit/components/workspace/use-active-goal.test.ts tests/unit/components/workspace/input-box-helpers.test.ts tests/unit/components/workspace/goal-status-helpers.test.ts; pnpm check; git diff --check

* style: format active goal hook

Run Prettier on use-active-goal.ts to satisfy the frontend lint workflow formatting gate.

Testing: pnpm format; pnpm exec rstest run tests/unit/components/workspace/use-active-goal.test.ts tests/unit/components/workspace/input-box-helpers.test.ts tests/unit/components/workspace/goal-status-helpers.test.ts; pnpm check; git diff --check

* fix goal review followups

---------

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-03 08:49:33 +08:00
AnoobFeng
e3e5c73b03
feat(observability): add trace-id correlation and enhanced logging (#3902)
* feat(observability): add trace-id correlation and enhanced logging

- add opt-in gateway request trace correlation via X-Trace-Id
- enhance logging with configurable trace_id-aware formatting
- propagate deerflow_trace_id into runtime context and Langfuse metadata
- keep enhanced logging disabled by default to preserve existing behavior

* fix: harden trace correlation wiring

- Make logging enhancement a restart-required startup snapshot and remove per-request config reads from TraceMiddleware
- Restrict trace ids to printable ASCII before writing them to response headers, logs, and Langfuse metadata
- Gate implicit DeerFlowClient trace-id creation behind logging.enhance.enabled while preserving explicit caller opt-in
- Bind embedded client trace context per stream step to avoid generator ContextVar leaks and cross-context reset errors
- Rebind memory update trace ids in Timer/executor worker paths so enhanced logs keep the captured correlation id
- Remove unrelated __run_journal context overwrite from the trace-correlation change set

* fix(gateway): avoid eager app construction on package import

* fix(gateway): avoid config load during app import

Keep Gateway app construction import-safe when config.yaml is absent by
disabling TraceMiddleware only for that construction-time fallback path.
Startup lifespan still performs strict config loading before serving.
2026-07-03 08:01:46 +08:00
Nan Gao
4fcb4bc366
feat(subagents): persist and display subagent step history (#3779) (#3845)
* feat(subagents): persist and display subagent step history (#3779)

Capture both assistant turns and tool outputs during subagent execution,
stream them in task_running events, and persist them as subagent.* run
events so the subtask card's step timeline survives a reload.

Backend:
- step_events.py: pure layer (capture_step_message, build_subagent_step,
  subagent_run_event) shared by streaming and persistence
- executor.py: capture ToolMessage outputs, not just AIMessage turns
- worker.py: persist task_* custom events to RunEventStore (category
  "subagent" keeps them out of the thread feed; list_events backfills)

Frontend:
- core/tasks/steps.ts + api.ts: SubtaskStep model, messageToStep,
  eventsToSteps, mergeSteps, fetchSubtaskSteps
- subtask card accumulates live steps and backfills on expand
- carry run_id onto history content messages for the events endpoint

* fix(subagents): show AI turns in subtask card + paginate step backfill (#3779)

Two follow-ups to the subagent step-history feature:

Problem 1 — reload backfill could silently truncate the step timeline because
list_events capped at 500 events (seq-ASC) across the whole run. Add task_id
filtering + an after_seq forward cursor to list_events (all three stores +
abstract base + the /events route), and make fetchSubtaskSteps page through one
task's subagent.step events until a short page. No schema migration: the DB
filter rides the existing run-scoped index via event_metadata["task_id"].

Problem 2 — the card only rendered tool steps, so persisted AI turns were never
shown. Replace toolStepsForDisplay with stepsForDisplay: interleave AI reasoning
turns (with text) and tool steps by message_index, drop blank-text AI turns, and
drop the trailing final-answer AI turn when completed (already shown as result).
Card renders AI steps as muted clamped markdown with a sparkles icon.

Tests: store task_id/after_seq filtering + pagination across memory/db/jsonl,
the /events route forwarding, stepsForDisplay rules, and fetchSubtaskSteps
pagination. Docs updated in both AGENTS.md.

* make format

* fix(subagents): capture full multi-tool step tail, batch step persistence, cap tool-call args (#3779)

Address PR review findings on the subagent step-history feature:

1. executor.py streamed on stream_mode="values" and captured only
   messages[-1] per chunk, so a multi-tool-call turn (ToolNode appends
   one ToolMessage per call in a single super-step) lost all but the last
   tool output in both the live task_running stream and the persisted
   history. Replace with capture_new_step_messages, which walks the
   newly-appended tail (and still re-checks the trailing message on
   no-growth chunks so id-less in-place replacements survive).

2. worker.py persisted each step with the store's low-frequency put()
   (a per-thread advisory lock per call); a deep subagent (max_turns=150)
   emits hundreds of steps on the hot stream loop. Replace with
   _SubagentEventBuffer, which batches via put_batch (flush on terminal
   subagent.end, at FLUSH_THRESHOLD, and in the worker finally).

3. build_subagent_step capped only text; tool_calls[].args were copied
   verbatim, so a large write_file/bash payload produced an unbounded
   subagent.step row. Cap each call's serialized args at
   SUBAGENT_STEP_MAX_CHARS, flagged args_truncated.

Tests updated/added for all three; AGENTS.md refreshed.

* fix(subagents): merge backfill into latest subtask state; reuse message_content_to_text (#3779)

Address the remaining two PR review findings:

4. subtask-card's fetchSubtaskSteps().then(updateSubtask) closed over a
   stale tasks snapshot: a late-resolving backfill wrote setTasks({...stale}),
   clobbering SSE steps/status and sibling subtasks that arrived during the
   fetch. useUpdateSubtask now reads/writes through a tasksRef mirroring the
   latest state (ref-to-latest), and the pure per-subtask transition is
   extracted to core/tasks/subtask-update.ts::computeNextSubtask (unit-tested).

5. step_events._content_to_text duplicated deerflow.utils.messages.
   message_content_to_text; call the shared helper instead (guarding None
   content with 'or ""' so a tool-call-only turn still renders as "").

Tests added for computeNextSubtask and the None-content case; AGENTS.md docs updated.
2026-07-02 07:43:09 +08:00
xiawiie
2e15e3fe0d
fix: generate fallback title for interrupted first-turn runs (#3874)
* fix: generate title for interrupted first turn

* test(title): cover partial-exchange + dict-form messages

Harden the interrupted-run fallback path added in 19fc34fd:

- TitleMiddleware._should_generate_title now accepts a lone first-turn
  user message when allow_partial_exchange=True, so the worker can still
  derive a title if cancellation lands before any AI chunk is checkpointed.
- runtime/runs/worker._ensure_interrupted_title computes the next
  checkpoint step defensively (treat missing/non-int step as 0) and
  renames a shadowed ckpt_config local for readability.
- Add four unit tests in tests/test_title_middleware_core_logic.py:
  partial-exchange allows user-only, partial-exchange still respects an
  existing title, dict-form messages are recognized, and the sync
  fallback path derives a title from dict-form messages — matching what
  channel_values stores in the checkpoint.

Refs #3859.

* fix: persist interrupted-title via channel_versions bump

Address PR #3874 review feedback: ``_ensure_interrupted_title`` previously
called ``aput(..., new_versions={})``. LangGraph's DB-backed savers
(``PostgresSaver`` and the v4 ``SqliteSaver`` blob layout) strip inline
``channel_values`` from ``put`` and only persist blobs for channels named
in ``new_versions`` — so the fallback ``title`` channel was dropped on
read-back and ``threads_meta.display_name`` stayed ``"Untitled"`` after
refresh on those backends. The original in-memory e2e passed because
``InMemorySaver`` keeps the inline snapshot verbatim.

Fix mirrors ``_rollback_to_pre_run_checkpoint`` in the same file: bump
``channel_versions["title"]`` (via ``checkpointer.get_next_version`` when
available, else int/string fallbacks), persist the new version on the
checkpoint, and declare it in ``new_versions`` so the DB savers actually
write the blob.

Regression coverage in ``tests/test_run_worker_rollback.py``:

- ``test_ensure_interrupted_title_bumps_channel_version_and_declares_it_in_new_versions``
  — exact ``aput`` invariants: ``new_versions == {"title": 1}``, the
  written checkpoint's ``channel_versions["title"]`` is bumped, and the
  pre-existing ``messages`` version is preserved.
- ``test_ensure_interrupted_title_bumps_existing_string_version`` —
  string-shaped prior version (some savers use UUID-style versions);
  bumped value must differ from the prior, no overwrite-in-place.
- ``test_ensure_interrupted_title_skips_when_title_already_set`` — title
  short-circuit; no extra ``aput``.
- ``test_ensure_interrupted_title_returns_none_when_no_checkpoint`` —
  no checkpoint yet; returns ``None`` without writing.
- ``test_ensure_interrupted_title_round_trip_with_real_sqlite_checkpointer``
  — full round-trip against a real ``AsyncSqliteSaver`` on a disk-backed
  DB, then closes and re-opens the saver to simulate a fresh
  connection. The fallback title must still be present on the second
  ``aget_tuple``. This is the exact scenario the review flagged.

Validated locally with the full backend suite: 5195 passed, 18 skipped.

Refs #3859. Addresses review on #3874.

* test(worker, title): harden interrupted-title fallback for every saver

Defensive coverage on top of the channel_versions fix (commit 05253957),
addressing edge cases surfaced during a second-pass review of #3874.

Worker:
- Extract version bump into ``_bump_channel_version(checkpointer, current)``
  with explicit fallbacks for int / float / numeric-string / UUID-shaped
  string / None / bool, AND a wrap-around defense when the saver's
  ``get_next_version`` raises or returns an unchanged value. The
  invariant is: returned version MUST differ from the prior. Without
  this, a saver bug (or a custom backend) could leave
  ``new_versions={"title": v}`` no-op on DB savers — the very class of
  bug the original review pointed out.

Title middleware:
- Coerce ``state.get("messages")`` from ``None`` to ``[]`` on both
  ``_should_generate_title`` and ``_build_title_prompt``. A
  partially-initialized checkpoint can carry ``messages=None`` on the
  channel_values channel (the worker reads raw channel_values, not
  BaseMessages), and the default kwarg only protects against a missing
  key. Repro: ``TypeError: 'NoneType' object is not iterable`` from
  the next() generator — confirmed by reverting the fix and watching
  ``test_*_handles_none_messages_channel`` go red.

Tests (TDD-verified red→green for the new asserts):
- ``test_run_worker_rollback.py``:
  * ``_bump_channel_version`` — 8 tests covering every version type
    (int, float, numeric string, UUID-style string, None, bool) and
    every saver-side fault mode (no ``get_next_version`` / raising /
    stuck on identity).
  * ``test_ensure_interrupted_title_*`` — 5 additional helper
    boundary tests: title.enabled=false short-circuit; empty
    messages list; messages=None; aput-error propagation (helper
    contract: caller swallows, not the helper); idempotency on a
    real InMemorySaver across two invocations.
  * ``test_ensure_interrupted_title_preserves_non_title_channel_versions``
    — pins that ``new_versions`` only contains ``"title"`` and that
    other channels' versions are untouched (regression anchor for a
    sloppier draft that bumped every channel).
  * ``test_worker_finally_block_swallows_helper_exceptions`` — pins
    the integration contract: even if the helper raises, the worker's
    threads_meta status sync still runs and ``publish_end`` is still
    awaited so the SSE stream closes cleanly.

- ``test_title_middleware_core_logic.py``:
  * 4 additional tests: ``messages=None`` on both
    ``_should_generate_title`` and ``_build_title_prompt``; the
    ``role: user`` / ``role: assistant`` (OpenAI-style) dict
    normalization; partial-exchange path with a dict-form message.

Verification:
- ``PYTHONPATH=. uv run pytest tests/ -x --ignore=tests/blocking_io -q``
  → 5215 passed, 18 skipped.
- ``ruff check`` + ``ruff format --check`` clean on every touched file.
- Red/green TDD verification: temporarily reverted the
  ``new_versions={}`` fix → 4 new tests went red as expected; restored
  and the suite is green again. Same red/green dance for the
  ``messages=None`` coercion.

Refs #3859. Addresses second-pass review on #3874.

* fix(title): ignore dict context reminders in fallback

* fix(worker): link interrupted-title checkpoint to its parent

The title-bump checkpoint written by ``_ensure_interrupted_title`` was
landing without a ``parent_checkpoint_id`` — a real orphan in the
LangGraph history graph. Reproduction (disk-backed AsyncSqliteSaver):

  [seed] checkpoint_id = 1f173dbc...
  [helper] wrote title = "Why is the sky blue?"
  [issue 1] new checkpoint = 1f173dbc..., parent = None
  [issue 1] is new checkpoint orphaned? True

Root cause: ``_ensure_interrupted_title`` built ``write_config`` as
``{"thread_id": ..., "checkpoint_ns": ...}`` only. ``BaseCheckpointSaver``
implementations read ``configurable.checkpoint_id`` from that config as
the *parent* id when inserting (see ``langgraph/checkpoint/sqlite/aio.py``
``aput``: ``config["configurable"].get("checkpoint_id")`` becomes the
``parent_checkpoint_id`` column). With no value, the saver writes NULL —
the new checkpoint is a tree root.

Consequences:
- Any future LangGraph ``runs.resume_from`` / time-travel feature has no
  backward edge to walk past the title-bump.
- History-visualization UIs built on ``alist()`` render the title-bump as
  a sibling of the prior checkpoint, not its descendant.

Fix: read ``checkpoint_id`` off the tuple's own config and thread it into
``write_config["configurable"]["checkpoint_id"]`` before calling ``aput``,
the same pattern every middleware-driven write uses.

Three new regression tests against real ``AsyncSqliteSaver`` (disk-backed,
fresh connections so we exercise the on-disk read path):

- ``test_ensure_interrupted_title_links_new_checkpoint_to_its_parent`` —
  asserts ``latest.parent_config["configurable"]["checkpoint_id"]`` equals
  the seeded checkpoint id. TDD red-green verified: reverting the fix
  flips this test red with ``AssertionError: title-bump checkpoint must
  have a parent_config``.
- ``test_ensure_interrupted_title_appears_in_history_with_audit_marker``
  — pins the audit contract: the title-bump entry in ``alist()`` carries
  ``metadata.source == "update"`` and ``metadata.writes`` contains
  ``runtime_interrupt_title``. This is a deliberate design choice — we
  do NOT hide the entry from history (audit trail belongs in the saver),
  but its source and writes marker MUST be unambiguous so UIs/tools can
  identify it.
- ``test_ensure_interrupted_title_survives_immediate_next_turn`` —
  cancel → immediate user follow-up scenario. Simulates the agent's next
  turn appending a (user, ai) pair without touching the title channel,
  then opens a fresh saver and verifies the title is still present after
  the next-turn checkpoint write. Pins the channel-version-blob
  invariant established by commit 05253957 — without the
  ``new_versions={"title": v}`` declaration there, the title blob would
  vanish from the DB and this test would read back ``None``.

Verification:
- ``PYTHONPATH=. uv run pytest tests/ -x --ignore=tests/blocking_io -q``
  → 5222 passed, 15 skipped.
- ``ruff check`` + ``ruff format --check`` clean on every touched file.
- Reproduction script confirms ``parent_checkpoint_id`` is now non-null
  and the next-turn read-back preserves the fallback title.

Refs #3859.

* Revert "fix(worker): link interrupted-title checkpoint to its parent"

This reverts commit c763ed9334781db1acdce0f5f33d663d8d5f80ff.

* test: trim over-engineered test coverage

Reduce review surface area on PR #3874 by dropping defensive tests that
don't pin a real invariant. After self-review:

- ``_bump_channel_version``: 8 tests → 2 (happy path + saver-error
  fallback). Dropped float / bool / numeric-string / UUID-string /
  missing-get-next-version / stuck-get-next-version branches — those
  are speculative scaffolding for savers we don't ship.
- ``_ensure_interrupted_title``: dropped ``returns_none_when_title_disabled``,
  ``returns_none_with_no_user_message``, ``returns_none_when_no_checkpoint``
  — boundary guards already exercised by the e2e test and the
  ``handles_none_messages_channel`` regression anchor.

Net: -107 lines of test code. Remaining coverage still pins every
red-green-verified invariant (channel_versions bump, string-version
bump, idempotency, sqlite round-trip, non-title channel preservation,
aput-error contract, worker finally swallowing, partial-exchange).

Verification: 5209 passed, 15 skipped.

* fix: harden interrupted title finalization

* fix: serialize interrupted title finalization

* fix: preserve interrupt semantics during title finalization

* fix: preserve delayed interrupted title recovery

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-07-02 00:13:01 +08:00
ly-wang19
346164d740
perf(runtime): index MemoryRunStore by thread_id to avoid O(n) scans (#3562)
* perf(runtime): index MemoryRunStore by thread_id to avoid O(n) scans

MemoryRunStore is the default run backend (database.backend=memory) and backs
RunManager.list_by_thread, which calls it on every thread-runs query to hydrate
persisted runs. list_by_thread scanned every run in the store (O(total runs))
to filter by thread_id, so listing one thread's runs got linearly slower as
unrelated runs accumulated across all threads.

Add a thread_id -> insertion-ordered run_id set secondary index, maintained in
lockstep with _runs in put()/delete(), and use it in list_by_thread for an
O(runs-in-thread) lookup. This mirrors the index RunManager already keeps over
its own in-memory records (#3499); the store extraction — whose docstring notes
it is "Equivalent to the original RunManager._runs dict behavior" — did not
carry the index across.

Behavior is unchanged: same user_id filtering, newest-first ordering, and limit.
The store runs each method without awaits on the event loop, so the index and
_runs stay consistent without a lock.

Extends tests/test_persistence_scaffold.py::TestMemoryRunStore with coverage for
unknown-thread, newest-first ordering, limit, and index cleanup on delete
(including empty-bucket removal).

* perf(runtime): route aggregate_tokens_by_thread through the thread index too

list_by_thread already uses the _runs_by_thread index this PR adds, but
aggregate_tokens_by_thread (the /token-usage endpoint) still scanned every run
in the process to pick out one thread's runs. Route it through the same index
for an O(runs-in-thread) lookup, completing the thread-scoped read coverage.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-24 10:57:45 +08:00
Eilen Shin
67dd75db62
chore: remove unused private helper functions (dead code) (#3749)
These three module-private helpers have no callers anywhere in the repo
(verified by a repo-wide identifier scan + direct greps; each appears only
at its own definition):

- agents/memory/updater.py: _create_empty_memory (a no-caller wrapper around
  storage.create_empty_memory, which is used directly elsewhere)
- runtime/runs/worker.py: _extract_human_message (also drops the now-unused
  HumanMessage TYPE_CHECKING import and TYPE_CHECKING from typing)
- sandbox/tools.py: _looks_like_unsafe_cwd_target (cwd safety is enforced via
  _is_allowed_local_bash_absolute_path)

Underscore-prefixed = module-internal, so zero references is conclusive.
Route handlers and @compiles-registered functions were excluded as false
positives. Public-surface candidates are noted in the issue, not touched here.

Fixes #3748.
2026-06-24 09:21:50 +08:00
AnoobFeng
e7a03e5243
fix(gateway): attribute token usage to actual models (#3658)
* fix(gateway): attribute token usage to actual models

Capture per-call model names from LLM response metadata for lead, middleware, and subagent calls.

Persist a per-run token_usage_by_model breakdown and aggregate by that map in both SQL and memory stores, with legacy fallback to the run-level model_name for older rows.

Add regression coverage for by_model totals, caller consistency, active progress snapshots, store parity, and SubagentTokenCollector model propagation.

* fix(gateway): harden by-model token aggregation

Use usage.get("total_tokens", 0) when reducing per-model token usage maps so aggregation tolerates partially written or manually edited JSON blobs without changing behavior for journal-written rows.

* docs(gateway): clarify by-model run count semantics

Document that by_model[*].runs counts the number of runs in which a model appeared, so multi-model runs can increment multiple model buckets.
2026-06-19 21:42:42 +08:00
ly-wang19
0d3bfe0a76
perf(runtime): index runs by thread_id to avoid O(n) scans in RunManager (#3499)
* perf(runtime): index runs by thread_id to avoid O(n) scans in RunManager

RunManager.list_by_thread, create_or_reject (inflight check), and has_inflight each filtered every in-memory run by thread_id — an O(total in-memory runs) scan that grows with overall gateway traffic rather than the queried thread's depth.

Add a thread_id -> run_ids secondary index (an insertion-ordered dict used as an ordered set) maintained in lockstep with _runs under the existing lock at every add/remove site (create, create_or_reject, both rollbacks, cleanup). The three per-thread queries now run in O(runs-in-thread); insertion order is preserved so list_by_thread keeps stable tie-breaking. Behavior unchanged. Adds 6 regression tests; full RunManager suite 146 passed.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(runtime): cover create_or_reject rollback + clarify thread-index guard docstrings

Address review on #3499 (fancyboi999):
- Reword _thread_records_locked docstring: lockstep under self._lock is the
  correctness guarantee; self._runs.get is one-directional defense-in-depth
  (drops stale ids, cannot recover index-missing ids), not reconciliation.
- Add test_failed_create_or_reject_unindexes_run covering the create_or_reject
  rollback/unindex mutation site (the last untested mutation path).
- Fix _FailingPutRunStore docstring ("initial put" -> "every put").

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-12 16:48:47 +08:00
DanielWalnut
aa015462a7
feat(im): Add user-owned IM channel connections (#3487)
* Add user-owned IM channel connections

* Fix dev startup and channel connect popup

* Use async channel connect flow

* Harden dev service daemon startup

* Support local IM channel connections

* Align IM connections with local channels

* Fix safe user id digest algorithm

* Address Copilot IM channel feedback

* Address IM channel review comments

* Support all integrated IM channel connections

* Format additional channel connection tests

* Keep unavailable channel connect buttons clickable

* Fix IM channel provider icons

* Add runtime setup for enabled IM channels

* Guard global shortcut key handling

* Keep configured IM channels editable

* Avoid password autofill for channel secrets

* Make channel threads visible to connection owners

* Persist IM runtime config locally

* Allow disconnecting runtime IM channels

* Route no-auth channel sessions to local user

* Use default user for auth-disabled local mode

* Show IM channel source on threads

* Prefill IM channel runtime config

* Reflect IM channel runtime health

* Ignore Feishu message read events

* Ignore Feishu non-content message events

* Let setup wizard enable IM channels

* Fix frontend formatting after merge

* Stabilize backend tests without local config

* Isolate channel runtime config tests

* Address channel connection review comments

* Use sha256 user buckets with legacy migration

* Ensure runtime IM channels are ready after restart

* Persist disconnected IM channel state

* Address channel connection review comments

* Address channel connection review findings

Frontend connect flow:
- Open the runtime-config dialog only when a provider still needs
  credentials; configured providers go straight to the connect flow, so
  the binding-code/deep-link path is reachable from the UI again.
- After saving credentials, continue into the connect flow when a user
  binding is still required (multi-user mode) instead of stopping at a
  "Connected" toast.
- Extract shared provider-state helpers to core/channels/provider-state
  and add unit + e2e coverage for the direct-connect and
  configure-then-connect paths.

Provider status semantics:
- Report connection_status from the user's newest connection row;
  with no binding it is not_connected, except in auth-disabled local
  mode where a configured running channel is effectively connected.

Concurrency and event-loop correctness:
- Offload ChannelRuntimeConfigStore construction and writes, channel
  service construction, and Slack connection replies to threads; add a
  tests/blocking_io/ anchor for the runtime-config handlers.
- Consume binding codes with a conditional UPDATE so a code can only be
  used once under concurrent workers; retry upsert_connection as an
  update when a concurrent insert wins the unique constraint.
- Serialize ensure_channel_ready per channel so concurrent provider
  polls cannot double-start a channel worker.

Config and migration hardening:
- Stop mutating the get_app_config()-cached Telegram provider config;
  the runtime store now owns the UI-entered bot username.
- Register channel_connections in STARTUP_ONLY_FIELDS with the
  standardized startup-only Field description.
- Match the legacy unsafe-id bucket by recomputing its exact SHA-1 name
  so another user's same-prefix bucket can never be migrated.
- Remove the unused Telegram process_webhook_update path and document
  src/core/channels in the frontend docs.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Address PR review comments on authz scoping and channel runtime

Security (review feedback from ShenAC-SAC):
- Scope internal-token callers to the connection owner carried in
  X-DeerFlow-Owner-User-Id instead of bypassing owner checks outright,
  in both require_permission(owner_check=True) and the stateless run
  endpoints. Internal callers keep access to their own and
  shared/legacy threads, and may claim a default-owned channel thread
  for its real owner, but a leaked internal token no longer grants
  cross-user thread access.
- Require admin privileges for POST/DELETE /api/channels/{provider}/
  runtime-config: runtime credentials and channel workers are
  instance-wide shared state (same model as the MCP config API).
  Read-only provider listing stays available to all users.

Performance (review feedback from willem-bd):
- Skip the redundant thread channel-metadata PATCH after the first
  successful backfill per thread.
- Reuse the per-connection Slack WebClient until its token changes
  instead of constructing one per outbound message.
- Reconcile channel readiness for all providers concurrently in
  GET /api/channels/providers.

Also resolve the code-quality unused-import flag in the blocking-io
anchor by pre-importing the channel service via importlib.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Fix prettier formatting in provider-state test

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* Reconcile UI runtime channel config with config reload on restart

Main now reloads a channel's config.yaml entry on restart_channel()
(#3514, issue #3497). Adapt the user-owned connection flow to coexist:

- configure_channel() restarts with reload_config=False — the caller
  just supplied the authoritative config (browser-entered credentials
  that are never written to config.yaml), so a file reload must not
  clobber it with the stale on-disk entry.
- _load_channel_config() re-applies the UI runtime-store overlay used
  at startup, so an operator-triggered restart keeps browser-entered
  credentials for channels without a config.yaml entry and does not
  resurrect a channel disconnected from the UI.
- Offload the reload's disk IO (config.yaml + runtime store) with
  asyncio.to_thread, matching the blocking-IO policy on this branch.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-06-12 15:24:58 +08:00
Xinmin Zeng
268fdd6968
fix(gateway): drain in-flight runs before closing checkpointer on shutdown (#3381)
* fix(gateway): drain in-flight runs before closing checkpointer on shutdown

Chat runs execute in fire-and-forget background asyncio tasks that write
checkpoints through a shared checkpointer. On shutdown, langgraph_runtime's
AsyncExitStack tore down the checkpointer's postgres connection pool while
those run tasks were still mid-graph. langgraph's
AsyncPregelLoop._checkpointer_put_after_previous then ran its
`finally: await checkpointer.aput(...)` against the closed pool, raising
psycopg_pool.PoolClosed. Because that put runs in a langgraph-internal task
(not on run_agent's call stack), run_agent's try/except cannot catch it and it
surfaces as "unhandled exception during asyncio.run() shutdown".

Add RunManager.shutdown() to cancel and bounded-await all in-flight runs, and
call it from langgraph_runtime BEFORE the AsyncExitStack closes the
checkpointer, so the final checkpoint write lands while the pool is still open.
The drain is bounded by a timeout so a stuck run cannot hang worker shutdown,
and is shielded so a second shutdown signal cannot abandon it mid-drain and
reopen the race.

Closes #3373

* fix(gateway): address review — preserve completed-run status, bound drain persistence

Addresses Copilot review on #3381:

- RunManager.shutdown(): decide run status AFTER the drain. Under the lock it
  now only requests cancellation; after asyncio.wait it marks/persists
  `interrupted` only for runs still pending or ended cancelled. A run that
  completes (e.g. `success`) during the drain window keeps its real terminal
  status instead of being unconditionally overwritten.
- Bound the trailing status persistence within the timeout budget
  (deadline = loop.time()+timeout; gather wrapped in asyncio.wait_for) so a slow
  store backing off under DB pressure cannot push shutdown past the deadline.
- deps: use asyncio.create_task instead of asyncio.ensure_future.
- tests: wait deterministically for the run to be in-flight (poll the first
  checkpoint) instead of a fixed sleep; init shutdown_calls explicitly in the
  recovery test double; add regression test asserting a run completing during
  the drain keeps its status (in memory and in the store).

* fix(gateway): address maintainer review — surface failed drain persists, clarify timeout constant

Addresses @WillemJiang review on #3381:

- shutdown(): inspect the gather result of the trailing interrupted-status
  persistence. _persist_status is best-effort (it catches + logs its own
  failure with exc_info and returns False, so it never raises out of the
  gather), but the aggregate result was never checked — a partial failure had
  no shutdown-level visibility. Now any escaped Exception is logged, and any
  False (a persist that did not confirm) is logged with the run_id. Added
  regression test test_shutdown_surfaces_failed_interrupted_persist.
- deps: clarify the _RUN_DRAIN_TIMEOUT_SECONDS comment — state the actual value
  of _SHUTDOWN_HOOK_TIMEOUT_SECONDS (5.0s) and that both count toward the
  lifespan shutdown window. Kept as two separate constants (independent teardown
  steps that may diverge) rather than one shared "must match" value.
- Verified no other test fake needs the shutdown stub: _FakeRunManager in
  test_worker_langfuse_metadata.py is a run_agent() argument (worker path),
  never injected into langgraph_runtime, so it never receives shutdown().
2026-06-07 11:24:30 +08:00
Nan Gao
79cc227917
fix(middleware): fix LLM fallback run status (#3321)
* Fix LLM fallback run status

* optimize LLM fallback maker extraction in streaming path
2026-05-31 22:42:13 +08:00
rayhpeng
0fb05825a2
fix(runtime): make run creation persistence atomic (#3152)
* fix runtime run creation persistence atomicity

* fix run creation cancellation rollback

* fix run manager test cleanup await

* clarify run creation rollback on cancellation

* document new run persistence rollback boundary

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-05-23 22:43:34 +08:00
AochenShen99
66d6a6a4e8
fix: harden run finalization persistence (#3155)
* fix: harden run finalization persistence

* style: format gateway recovery test

* fix: align run repository return types

* fix: harden completion recovery follow-up
2026-05-23 00:09:06 +08:00
Lawrance_YXLiao
2eeb597985
fix(runs): expose active progress counters (#3148)
* fix(runs): expose active progress counters

* fix(runs): avoid delayed progress flush on completion

* fix(runs): tighten progress snapshot semantics

* fix(runs): preserve omitted progress fields

* chore(runs): remove duplicate journal initialization
2026-05-22 21:42:14 +08:00
Xinmin Zeng
be0eae9825
fix(runtime): suppress tool execution when provider safety-terminates with tool_calls (#3035)
* fix(runtime): suppress tool execution when provider safety-terminates with tool_calls

When a provider stops generation for safety reasons (OpenAI/Moonshot
finish_reason=content_filter, Anthropic stop_reason=refusal, Gemini
finish_reason=SAFETY/BLOCKLIST/PROHIBITED_CONTENT/SPII/RECITATION/
IMAGE_SAFETY/...), the response may still carry truncated tool_calls.
LangChain's tool router treats any non-empty tool_calls as executable,
so partial arguments (e.g. write_file with a half-finished markdown)
get dispatched and the agent loops on retry.

Add SafetyFinishReasonMiddleware at after_model: detect safety
termination via a pluggable detector registry, clear both structured
tool_calls and raw additional_kwargs.tool_calls / function_call,
preserve response_metadata.finish_reason for downstream observers,
stamp additional_kwargs.safety_termination for traces, append a
user-facing explanation to message content (list-aware for thinking
blocks), and emit a safety_termination custom stream event so SSE
consumers can reconcile any "tool starting..." UI.

Default detectors cover OpenAI-compatible content_filter, Anthropic
refusal, and Gemini safety enums (text + image). Custom providers are
added via reflection (same pattern as guardrails). Wired into both
lead-agent and subagent runtimes.

Closes #3028

* fix(runtime): persist safety_termination as a middleware audit event

Address review on #3035: the SSE custom event is great for live
consumers but invisible to post-run audit. RunEventStore should carry
its own row so operators can answer "which runs were safety-suppressed
today?" from a single SQL query without joining the message body.

Worker now exposes the run-scoped RunJournal via
runtime.context["__run_journal"] (sentinel key, internal channel).
SafetyFinishReasonMiddleware calls the previously-unused
RunJournal.record_middleware, which emits

  event_type = "middleware:safety_termination"
  category   = "middleware"
  content    = {name, hook, action, changes={
                  detector, reason_field, reason_value,
                  suppressed_tool_call_count,
                  suppressed_tool_call_names,
                  suppressed_tool_call_ids,
                  message_id, extras}}

Tool *arguments* are deliberately excluded — those are the very content
the provider filtered and persisting them would defeat the purpose of
the safety filter (per review note in #3035).

Graceful skips when journal is absent (subagent runtime, unit tests,
no-event-store local dev). Journal exceptions never propagate into the
agent loop.

Refs #3028

* fix(runtime): satisfy ruff format + address Copilot review

- ruff format on safety_finish_reason_config.py and e2e demo (CI lint
  failed on ruff format --check; backend Makefile lint target runs
  ruff check AND ruff format --check).
- Docstring on SafetyFinishReasonConfig now says resolve_variable to
  match the actual loader used in from_config (the wording was
  resolve_class previously; behavior is unchanged — resolve_variable
  mirrors how guardrails.provider is loaded).
- Switch the AIMessage type check in SafetyFinishReasonMiddleware._apply
  from getattr(last, "type") == "ai" to isinstance(last, AIMessage),
  matching TokenUsageMiddleware / TodoMiddleware / ViewImageMiddleware
  / SummarizationMiddleware which are the dominant pattern.

Refs #3028
2026-05-22 21:20:28 +08:00
Xinmin Zeng
df95154282
fix(tracing): propagate session_id and user_id into Langfuse traces (#2944)
* fix(tracing): propagate session_id and user_id into Langfuse traces

Adds Langfuse v4 reserved trace attributes (langfuse_session_id,
langfuse_user_id, langfuse_trace_name, langfuse_tags) to
RunnableConfig.metadata inside the run worker, so the langchain
CallbackHandler can lift them onto the root trace.

- New deerflow.tracing.metadata.build_langfuse_trace_metadata() returns
  the reserved keys when Langfuse is in the enabled providers, else {}.
- worker.run_agent merges them with setdefault so caller-supplied keys
  win, allowing per-request overrides from upstream metadata.
- session_id mirrors the LangGraph thread_id; user_id reads
  get_effective_user_id() (falls back to "default" in no-auth mode).
- trace_name defaults to "lead-agent"; tags carry env and model name
  when DEER_FLOW_ENV (or ENVIRONMENT) and a model name are present.

Closes #2930

* fix(tracing): attach Langfuse callback at graph root so metadata propagates

The first commit injected ``langfuse_session_id`` / ``langfuse_user_id`` /
``langfuse_trace_name`` / ``langfuse_tags`` into ``RunnableConfig.metadata``,
but on ``main`` the Langfuse callback is attached at *model* level
(``models/factory.py``). LangChain still threads ``parent_run_id`` through
the contextvar, so the handler sees the model as a nested observation and
``__on_llm_action`` strips the ``langfuse_*`` keys
(``keep_langfuse_trace_attributes=False``). The trace's top-level
``sessionId`` / ``userId`` therefore stayed empty in deer-flow's LangGraph
runtime — confirmed live against a real Langfuse instance.

This commit moves the callback to the **graph invocation root** so the
handler fires ``on_chain_start(parent_run_id=None)`` and runs the
``propagate_attributes`` path that actually lifts ``session_id`` /
``user_id`` onto the trace:

- ``models/factory.py``: add ``attach_tracing`` keyword (default ``True``)
  so standalone callers (``MemoryUpdater``, etc.) keep their direct
  model-level tracing.
- ``agents/lead_agent/agent.py``: call ``build_tracing_callbacks()`` once
  inside ``_make_lead_agent`` and append the result to
  ``config["callbacks"]``; the four in-graph ``create_chat_model`` sites
  (bootstrap, default agent, sync + async summarization) pass
  ``attach_tracing=False`` to avoid duplicate spans.
- ``agents/middlewares/title_middleware.py``: same ``attach_tracing=False``
  for the title-generation model, since it inherits the graph's
  RunnableConfig via ``_get_runnable_config``.

Test updates:

- ``tests/test_lead_agent_model_resolution.py`` and
  ``tests/test_title_middleware_core_logic.py``: extend the fake
  ``create_chat_model`` signatures / mock assertions to accept the new
  ``attach_tracing`` kwarg.
- ``tests/test_worker_langfuse_metadata.py``: switch the no-user fallback
  test from direct ContextVar mutation to ``monkeypatch.setattr`` on
  ``get_effective_user_id`` to avoid pollution across the langfuse OTel
  global tracer provider.
- ``tests/conftest.py``: add an autouse fixture that resets
  ``deerflow.config.title_config._title_config`` to its pristine default
  after every test. Any test that loads the real ``config.yaml`` (via
  ``get_app_config()``) calls ``load_title_config_from_dict`` and mutates
  the module-level singleton, which previously poisoned the
  title-middleware suite when run after, e.g., the new
  ``test_worker_langfuse_metadata.py`` cases. The fixture is independent
  of this PR's main change but unblocks the cross-file test run.

Live verification (same Langfuse instance as before):

- Drove ``worker.run_agent`` against the real ``make_lead_agent`` +
  ``gpt-4o-mini`` for three distinct ``user_context`` identities
  (``fancy-engineer``, ``alice-pm``, ``bob-designer``).
- Each run produced one ``lead-agent`` trace whose top-level
  ``sessionId`` / ``userId`` / ``tags`` carry the expected values, e.g.
  ``session=e2e-2930-8f347c-alice-pm user=alice-pm name='lead-agent'
  tags=['model:gpt-4o-mini']``.

Refs #2930.

* fix(tracing): extend root-callback + metadata injection to the embedded client

Addresses Copilot review on PR #2944.

Commit 2 disabled model-level tracing for ``TitleMiddleware`` and
``_create_summarization_middleware`` because ``_make_lead_agent`` now
attaches the tracing callbacks at the graph invocation root. But the
embedded ``DeerFlowClient`` does not call ``_make_lead_agent`` — it
calls ``_build_middlewares`` directly and never appends the tracing
handlers to its ``RunnableConfig``. So under the embedded path,
title-generation and summarization LLM calls were left untraced —
a regression introduced by this PR.

This commit mirrors the gateway worker's injection in
``DeerFlowClient.stream``:

- Append ``build_tracing_callbacks()`` to ``config["callbacks"]`` so
  the Langfuse handler sees ``on_chain_start(parent_run_id=None)`` at
  the graph root and runs the ``propagate_attributes`` path.
- Merge ``build_langfuse_trace_metadata(...)`` into
  ``config["metadata"]`` with ``setdefault`` so caller-supplied keys
  still win.
- ``_ensure_agent`` now creates its main model with
  ``attach_tracing=False`` to avoid duplicate spans now that the
  callback lives at the graph root.

Docs:
- ``backend/CLAUDE.md`` Tracing section rewritten to describe the
  graph-root attachment model (replacing the inaccurate
  "at model-creation time" wording).
- ``README.md`` Langfuse section now lists both injection points
  (worker + client) instead of only the worker path.

Tests:
- ``tests/test_client_langfuse_metadata.py`` (new, 3 cases):
  callbacks + metadata are injected when Langfuse is enabled,
  caller-supplied metadata overrides win via ``setdefault``, and the
  injection is inert when Langfuse is disabled.

Live verification on the real Langfuse instance:

  === user=fancy-client ===
    id=cbd22847..  session=client-2930-6b9491-fancy-client  user=fancy-client  name='lead-agent'
  === user=alice-client ===
    id=b4f6f576..  session=client-2930-6b9491-alice-client  user=alice-client  name='lead-agent'

Refs #2930.

* refactor(tracing): address maintainer review on PR #2944

Addresses @WillemJiang's 5 comments.

1. Duplicated metadata-injection code between worker.py and client.py
   New ``deerflow.tracing.inject_langfuse_metadata(config, ...)`` helper
   takes the 10-line build + merge + setdefault logic that was duplicated
   in ``runtime/runs/worker.py`` and ``client.py``. Both callers now share
   a single source of truth, so the two paths cannot drift.

2. Direct private-attribute mutation in conftest.py and tests
   Added public ``reset_tracing_config()`` / ``reset_title_config()``
   functions. ``tests/conftest.py`` and every test that previously did
   ``tracing_module._tracing_config = None`` or
   ``title_module._title_config = TitleConfig()`` now goes through the
   public API. A future internal rename will surface as an ImportError
   instead of a silent no-op.

3. client.py reading os.environ directly
   ``DeerFlowClient.__init__`` grows an optional ``environment`` parameter
   so programmatic callers can pass the deployment label explicitly.
   ``stream()`` consults ``self._environment`` first and only falls back
   to ``DEER_FLOW_ENV`` / ``ENVIRONMENT`` env vars when nothing was
   passed in. Backwards compatible — env-var behaviour preserved for
   callers that opt to keep using it.

4. build_tracing_callbacks() cached on hot path
   Not implemented. Inspected the langfuse v4 ``langchain.CallbackHandler``
   constructor: it only resolves the module-level singleton client via
   ``get_client()`` and initialises a few dicts (no I/O, no env parsing
   at construction time). The build is essentially free. Caching would
   trade a non-measurable speedup for two real risks: handler instances
   carry per-run state internally (``_run_states``, ``_root_run_states``,
   ``last_trace_id``), and tracing config can be reloaded by env-var
   changes between runs. Will revisit if profiling ever shows it as
   a hot spot.

5. attach_tracing=False easy to forget at new in-graph call sites
   - Module docstring at the top of ``lead_agent/agent.py`` documents
     the invariant ("every in-graph ``create_chat_model`` MUST pass
     ``attach_tracing=False``") and enumerates the current sites.
   - New regression test
     ``test_make_lead_agent_attaches_tracing_callbacks_at_graph_root`` in
     ``tests/test_lead_agent_model_resolution.py`` locks both halves of
     the invariant: ``config["callbacks"]`` carries the tracing handler
     after ``_make_lead_agent``, AND every ``create_chat_model`` call
     captured by the test passes ``attach_tracing=False``. A future
     in-graph site that forgets the flag will fail this test.

Lint clean. Full touched-suite bundle: 246 passed.

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2026-05-21 16:49:31 +08:00
Airene Fang
923f516deb
feat(trace):LangGraph -> lead_agent and set custom agent_name to run_name (#3101)
* feat(trace):LangGraph -> lead_agent and set user custom agent name to run_name

* feat(trace):follow github copilot suggest

* feat(trace):Refactor run_name resolution and improve test coverage
2026-05-21 14:48:28 +08:00