* 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superseded assistant message reappearing beside the new one after a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>
* feat(memory): signals-based update pipeline + always-on watermark/trivial filter
Refactor the DeerMem memory update pipeline (message_processing -> queue ->
updater) around a signals frozenset seam, replacing the
(filtered, correction_detected, reinforcement_detected) 3-tuple with
(filtered, signals: frozenset[str]) end to end.
message_processing:
- Externalize signal-detection patterns to YAML (message_patterns/*.yaml).
- Extend signals from correction/reinforcement to a 6-class set
(correction/reinforcement/preference/identity/goal/decision); detect_signals
returns a frozenset aligned with the fact category enum.
- Pure-acknowledgment turns ("ok"/"好的"/...) are always filtered out before
enqueue (whole-message fullmatch), saving an extraction LLM call.
queue (core/queue.py):
- In-memory list + debounce timer, with flush_sync (graceful-shutdown drain
that joins an in-flight worker under a hard timeout) and queue_max_depth
backpressure (signal-bearing updates always admitted; QueueFull otherwise).
- Same-key updates coalesce with a signal union; per-batch success/fail summary.
updater (core/updater.py):
- head500+tail500 message truncation (replaces the 1000-char head chop).
- Always-on per-thread watermark: feed only messages added since the last
extraction. The watermark is in-memory and is not advanced on failure, so a
failed/lost update is re-fed on the next conversation turn.
- [MANUAL] prompt marker for user-authored facts (source.type="manual").
- Post-invoke extraction_callback (host-injected) emitting facts_extracted /
facts_accepted / rejected_low_confidence; the host default logs metrics and
flags >60% rejection.
Confidence filtering remains in _apply_updates (the existing
fact_confidence_threshold check); there is no separate write gate.
Consolidation stays opt-in (lossy). The ABC add/add_nowait signature is
unchanged, so the summarization flush hook and host are unaffected.
Tests: add test_message_processing_signals, test_updater_truncation,
test_updater_watermark; update queue/updater/consolidation/staleness/pluggable
tests for the signals seam.
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(memory): harden update pipeline per PR review
- Catch QueueFull in DeerMem.add/add_nowait so backpressure degrades to
'update skipped' instead of propagating into after_agent /
summarization_hook and breaking the agent run (peer middlewares
self-guard; MemoryMiddleware was the lone exception). Emergency
(add_nowait) always admits under backpressure -- its data cannot be
re-fed next turn.
- Rewrite the watermark from index-based to content/identity-based
(_message_identity + _feed_after_watermark) so it stays correct when
summarization removes the conversation front -- an index watermark
pointed at the wrong message and silently skipped un-extracted tail
turns. The emergency flush bypasses the watermark (bypass_watermark on
ConversationContext, threaded through update_memory) and coexists with
(does not replace) a pending normal update, so a flush cannot drop a
pending update's un-extracted tail.
- Populate facts_accepted / rejected_low_confidence inside _apply_updates
at the real confidence-filter site (passed_threshold) instead of
re-deriving the threshold in _finalize_update -- eliminates metric drift.
- Emit extraction metrics in a finally with an 'attempted' flag so
exception failures (parse error, apply_changes raise after retry) are
observable, not only the happy path.
- Re-detect signals on the post-watermark feed for the extraction hint so
it no longer references turns the LLM cannot see; admission-time signals
still drive backpressure.
- Move the post-batch reschedule inside the queue lock to close a
non-atomic self._timer race with a concurrent add.
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(memory): address follow-up review nits (LRU, metric name, docstring)
- Bound the in-memory watermark cache with a configurable LRU
(watermark_max_keys, default 4096, 0=unbounded). A dropped key re-extracts
one batch on that thread's next turn (the documented restart behavior), so
eviction is safe and preserves the content-identity watermark's
front-removal guarantee. Adds _watermark_get/_watermark_set helpers and a
bounded-LRU regression test.
- Rename the extraction metric facts_accepted -> facts_passed_confidence so
the name matches what the >60% rejection-rate warning assumes (a
confidence-gate signal, not a persisted-fact count); drop the stale
"historical semantics" justification. Brand-new callback, one consumer.
- Fix the stale test_message_processing_signals module docstring: the signals
seam is already swapped to frozenset, and a stale stage-numbering prefix is
removed.
Co-Authored-By: Claude <noreply@anthropic.com>
---------
Co-authored-by: Claude <noreply@anthropic.com>
* feat(frontend): pin recent chats
* fix(threads): address pin-chat review feedback
- Stop bumping updated_at on metadata-only PATCH (pin/unpin) via a new
update_metadata(touch=False) path so unpinning no longer jumps a chat
to the top of the updated_at-sorted recent list.
- Narrow patchThreadMetadata to a ThreadMetadataPatchResponse matching
the Gateway's actual response (no values/context).
- Namespace the pinned metadata key as deerflow_pinned for consistency
with deerflow_sidecar / deerflow_branch.
- Cover touch/touch=False behavior in repo + router tests; document the
e2e mock's updated_at preservation now mirrors production.
* style(frontend): format thread utils test
* fix(threads): make pinned ordering server-side
* test(frontend): keep infinite-scroll fixture order stable
* test(frontend): stabilize lark reconnect e2e
* docs: clarify thread pin metadata contract
RunCreateRequest declared stream_resumable as None-only, but langgraph_sdk
defaults it to False (not None) and its payload filter only drops None, so
every SDK request carried "stream_resumable": false and was rejected with 422.
False means "no resumable stream", which is what DeerFlow already serves.
This broke every IM channel run (runs.stream and runs.create both send the
field; only runs.wait omits it) and any external langgraph_sdk client. The web
frontend was unaffected because its compatibility wrapper does not send it.
An explicit true still returns 422. The new regression test drives a real SDK
client to capture its default payload and posts that to the HTTP boundary, so a
future non-None SDK default cannot regress this silently.
Fixes#4466
* 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
* fix(gateway): stop persisting Overwrite wrappers into empty reducer channels on branch
Thread branching (and POST /state on a never-written channel) wraps copied
reducer values in Overwrite. Upstream BinaryOperatorAggregate.update seeds
an empty (MISSING) channel with values[0] verbatim without unwrapping, so
Union-typed channels (sandbox/goal/todos/promoted) stored the wrapper
literally and the next consumer crashed with TypeError: 'Overwrite' object
is not subscriptable (#4380). Patch the channel to unwrap the first write
(mirroring DeltaChannel semantics), and stop copying thread-scoped channels
(sandbox, thread_data) into branches: the parent's sandbox_id would bind
the branch to the parent's workspace and release lifecycle.
* refactor(checkpoint): drop private _get_overwrite import for a local Overwrite check
Importing langgraph's underscored _get_overwrite at module top level meant an
upstream refactor that drops it - plausibly the same release that fixes the
bug - would fail this module's import and crash startup before the probe can
stand the patch down. Replace it with a local helper on the public Overwrite
type, and fix two test docstring nits.
* refactor(checkpoint): write patch flags via their constants to avoid drift
Both saver patches read their "already patched" idempotence flag through a
module constant (_PATCH_FLAG / _BINOP_PATCH_FLAG) but wrote it as a hard-coded
attribute literal, so renaming the constant would silently break the guard and
double-apply the patch. Write via the same constant (setattr), dropping the
now-unneeded attr-defined ignores.
---------
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
* fix(sandbox): unwrap Overwrite-wrapped sandbox state in after_agent
Fork-restored checkpoints can deliver the sandbox channel still wrapped
in langgraph.types.Overwrite: the rollback restore applies replace-style
writes through a state-mutation graph in delta checkpoint mode, and
after_agent/aafter_agent then crash subscripting the wrapper
("TypeError: 'Overwrite' object is not subscriptable") on the next
sandbox tool run in the forked conversation. Unwrap before reading the
sandbox id, and pin both hooks against an Overwrite-wrapped state.
Refs #4380 (bug 1 of 2; the history-loss half is a separate display path)
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
* fix(sandbox): don't release fork-restored parent sandboxes
The Overwrite-wrapped value replays the parent thread's sandbox state, so releasing it from the forked run would evict the parent's warm sandbox. _unwrap_sandbox now reports the wrapped form, and both after_agent hooks skip the release for it while keeping the normal path unchanged.
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
---------
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
* feat: add lark cli integration
* fix: polish lark integration actions
* feat: support lark incremental permissions
* fix: detect lark authorization completion
* fix: harden lark integration install
* feat: expand lark auth scopes and reuse host auth in sandbox
Default lark auth to least-privilege (recommend=false, base sign-in only)
and expose the full set of lark-cli --domain business domains as native
--domain grants instead of a 4-domain read-only mapping. Resolve the
skill pack from the latest larksuite/cli GitHub release at install time
with content-hash integrity, and surface version/runtime drift in status.
Share the per-user lark-cli config/data profile between the Gateway
Settings auth flow and agent conversations by mounting the integration
dirs into the AIO sandbox and injecting the matching env for lark-cli
commands, with an allowlisted extra_mounts path in the provisioner/K8s
backend and traversal guards on integration paths.
* style: fix lint issues from ruff and prettier
Sort imports in the provisioner PVC test and re-wrap two long i18n
description strings to satisfy backend ruff and frontend prettier CI.
* fix(lark): address managed integration review feedback
* fix(frontend): stabilize integrations settings e2e
* test(sandbox): isolate remote backend legacy visibility check
* test: fix backend unit failures after merge
* Harden Lark integration review fixes
* Format Lark integration E2E test
* fix(lark): harden sandbox credential exposure and status disclosure
Address willem_bd's security review on PR #3971:
- Mount the per-user lark-cli config dir (long-lived appSecret) read-only
into the AIO sandbox; only the refreshable-token data dir stays writable.
- Redact host filesystem paths (install_path, cli.path) from
GET /lark/status and the config/auth complete responses for non-admin
callers, fail-closed on any auth error.
- Document the npm postinstall trade-off (--ignore-scripts is not viable
because @larksuite/cli fetches its platform binary in postinstall).
- Document the sandbox credential trust boundary in AGENTS.md and README,
pointing at the sidecar-broker follow-up (#4338).
---------
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
Branch creation seeds the new thread's run-event feed from its checkpoint
so inherited history survives the first run (#4380). Every seeded row
carried one shared run id, but run_id is a *turn* identity to the feed's
consumers, not a provenance tag: regenerating the inherited answer
resolves that row's run id as the superseded source, and
GET /messages/page then drops every row carrying it. One shared id for
the whole seed therefore deleted the complete inherited history on a
branch's first regenerate, leaving only the regenerated turn.
Group seeded rows into one synthetic run per inherited turn
(branch-seed-{thread_id}-{n}), a new turn opening at each persisted human
message — the same boundary a real run has, including the allowlisted
hidden ask_clarification reply, which resumes as its own run. Supersession
is then confined to the turn actually regenerated.
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
* fix(summarization): own the run model for compaction; bound failure
With summarization.model_name: null the summary model resolved to
config.models[0] while the executing model is selected per run; when they
differ and models[0]'s provider is broken (expired key, quota, outage)
compaction silently failed every triggered turn and context grew unbounded
until the main provider 400s the run (#3103's shape), even though the run's
own model was healthy.
Model ownership is now sourced from the builders, not re-derived at runtime:
- The lead, subagent, and manual /compact builders each pass the resolved run
model into create_summarization_middleware(run_model_name=...). The middleware
no longer reads runtime.context / get_config(), which do not carry a custom
agent's or a subagent's resolved model, so a custom-agent lead run and a
distinct-model subagent now summarize with their own model, not models[0] /
the parent's. Runtime re-resolution and the per-name model cache are removed.
- model_name: null summarizes with the run's own model; an explicitly configured
summary model generates and falls back to the run model on failure. The
fallback is built lazily after the primary fails and its construction is
guarded, so a broken fallback cannot skip a healthy primary or escape the
automatic failure boundary.
Failure is bounded and side-effect-safe:
- An empty or whitespace-only response is treated as a generation failure, not a
valid summary, so compaction never removes all history for an empty replacement.
- compact_state/acompact_state take raise_on_failure independent of force: the
manual /compact path always surfaces a generation failure (even force=false)
and routes it to the existing ContextCompactionFailed path (HTTP 500 ->
frontend error toast) instead of an unconsumed response reason. The automatic
path leaves compaction state unchanged.
- before_summarization hooks fire only after a replacement summary exists.
SummarizationConfig.model_name, config.example.yaml, and docs/summarization.md
document the final lead/subagent/manual ownership rules.
Part of RFC #4346 (section A). Evaluating fraction/triggers against the run
model's profile (profile ownership) is a separate follow-up.
* fix(summarization): manual /compact model ownership + fail-open construct/parse
Manual /compact carried only agent_name, so it derived the run model from the
custom-agent model or config.models[0] and missed the request-selected model the
run path uses (request -> custom-agent -> default). Carry model_name through
ThreadCompactRequest and the frontend compact call, resolve with the same
precedence, and move the custom-agent config read off the event loop (asyncio
.to_thread) with user_id so the strict blocking-IO gate is not bypassed by the
broad except.
Make one summary attempt own its full lifecycle so the fail-open boundary covers
construction and response parsing, not just invocation: build each candidate model
lazily and guarded (a raising constructor falls through to the healthy run model
instead of breaking agent construction), build the model_name:null primary from the
run model rather than config.models[0], and run response text extraction inside the
invocation try so a failing .text accessor falls back instead of escaping compaction.
Adds factory-level constructor-failure, response-extraction-failure (sync/async), and
route-path model-ownership tests.
Queue comments received while a run is active, then submit one deduplicated follow-up after it finishes. Failed drains are requeued and watcher tasks stop cleanly with the channel manager.
* fix(skills): offload blocking filesystem IO in get_custom_skill_history
The GET /api/skills/custom/{name}/history handler ran its storage probes and the
per-skill .history read directly on the asyncio event loop:
get_or_new_skill_storage(), custom_skill_exists(), get_skill_history_file().exists()
and read_history() are all blocking filesystem IO. make detect-blocking-io flagged
the existence probe (routers/skills.py:224) as DIRECT_ASYNC.
Move the whole read into a nested sync function run via asyncio.to_thread; a None
return signals 404 (distinct from an empty history list). Behavior is unchanged.
Per the blocking-io-guard SOP:
- Candidate: get_custom_skill_history (FILE_METADATA, DIRECT_ASYNC) -> FIX+ANCHOR.
- Re-scan: the finding no longer appears for this handler.
- Anchor: tests/blocking_io/test_skills_router.py drives the real handler against a
real on-disk skill + history; teeth verified red (pre-fix) -> green (post-fix)
under make test-blocking-io.
Scoped to this self-contained read handler. rollback_custom_skill and update_skill
also touch blocking IO but interleave it with awaits (security scan / cache refresh)
and do a read-modify-write, so offloading them needs the asyncio.Lock serialization
treatment (cf. #3552) and is left as a separate fix unit.
* test: trim dead skills history setup
* fix(skills): use the user-scoped storage accessor in the offloaded history read
The merge with main left the offloaded reader calling get_or_new_skill_storage,
which is not defined in this module (ruff F821), so lint failed and the handler
would raise NameError at runtime. Use _get_user_skill_storage(config) — the same
accessor every other handler in this router uses.
Also update the regression test for the current route signature: the handler is
now admin-only and takes a Request, so the test supplies request.state.user
(mirroring tests/blocking_io/test_channel_runtime_config_store.py) and seeds the
history through the same user-scoped accessor.
---------
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
* fix(subagents): align prompt and middleware subagent limit; allow min of 1
SubagentLimitMiddleware clamped max_concurrent to [2, 4] internally, but
agent.py and client.py fed the raw config value into the system prompt, so
a user-configured 1 (or 5) produced a prompt that disagreed with the
enforced middleware limit. Lower MIN_SUBAGENT_LIMIT to 1 and clamp the raw
config value with _clamp_subagent_limit() at both the agent factory and the
embedded client so the prompt and middleware see the same value.
* fix: remove unused imports MAX_CONCURRENT_SUBAGENT_CALLS, MIN_CONCURRENT_SUBAGENT_CALLS, clamp_subagent_concurrency
* fix: harmonize clamp range [1,4] across middleware, config, and prompt path; fix lint
- Changed MIN_CONCURRENT_SUBAGENT_CALLS from 2 to 1 so prompt.py's
clamp_subagent_concurrency and the middleware's _clamp_subagent_limit
both clamp to [1,4] — eliminating the divergence where the prompt told
the model 'max 2 task calls' but the middleware enforced 1.
- Applied _clamp_subagent_limit at build_middlewares (agent.py:360) so
all 3 construction sites (agent.py:360, agent.py:450, client.py:259)
consistently clamp the config-resolved limit.
- Derived MIN_SUBAGENT_LIMIT / MAX_SUBAGENT_LIMIT from
MIN_CONCURRENT_SUBAGENT_CALLS / MAX_CONCURRENT_SUBAGENT_CALLS so the
two module-level definitions stay in sync.
- Added TestConfigParity.test_prompt_path_and_middleware_clamp_agree
regression test.
- Fixed lint.
* fix(lint): add missing imports for MIN_CONCURRENT_SUBAGENT_CALLS and MAX_CONCURRENT_SUBAGENT_CALLS
* docs+test: update AGENTS.md clamp range to 1-4; add prompt/middleware parity regression test
- backend/AGENTS.md still documented the old [2,4] clamp in two places;
updated to [1,4] to match MIN_CONCURRENT_SUBAGENT_CALLS = 1.
- Added test_apply_prompt_template_single_subagent_limit_matches_middleware:
renders the real system prompt with max_concurrent_subagents=1 and asserts
the advertised HARD LIMITS value equals SubagentLimitMiddleware's enforced
max_concurrent — the end-to-end check that would have caught the [1,4] vs
[2,4] prompt-path divergence flagged in review.
* refactor: simplify per review — restore clamp delegation, drop redundant call-site clamps
Per willem-bd's review, reduce the PR to the one behavioral change plus
docs/tests:
- _clamp_subagent_limit delegates to clamp_subagent_concurrency again
instead of inlining a byte-identical copy; with a single source of
truth the TestConfigParity sync-check class is unnecessary — dropped.
- Revert the call-site clamps in agent.py (build_middlewares,
_make_lead_agent) and client.py (_ensure_agent) to main: both
downstream consumers (SubagentLimitMiddleware.__init__ and the prompt
path) already clamp internally, and the cross-module private import
of _clamp_subagent_limit goes away with them.
- Keep MIN_CONCURRENT_SUBAGENT_CALLS = 1 (the fix), the [1, 4]
docstring updates, the AGENTS.md range corrections, and the
end-to-end prompt/middleware parity test for single-subagent mode
(docstring reworded: on main a configured 1 was bumped to 2 by both
paths — there was no divergence to fix, just a silently raised floor).
* test: fix stale comment referencing reverted agent.py/client.py call-site clamps
---------
Co-authored-by: nankingjing <nankingjing@users.noreply.github.com>
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
Enforce one queued or running scheduled-task run per task with a partial unique index. The migration resolves legacy duplicates before creating the index, and losing inserts use the existing conflict or skip outcomes.
Normalize YAML frontmatter keys in the shared parser so validation and review report malformed fields instead of failing while sorting mixed key types.
Add GIF to the view_image allowlist: map the .gif extension to
image/gif and detect the GIF87a/GIF89a magic bytes so the existing
extension/content cross-check accepts GIFs instead of rejecting them
as an unsupported format. Covered by a new success test.
* 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.
An empty assistant message from a provider safety filter (content_filter with
no content, no tool calls) was persisted into thread history and replayed to
strict OpenAI-compatible providers, which reject it with HTTP 400 ("message ...
with role 'assistant' must not be empty") — breaking every later turn until a
new chat is started.
SafetyFinishReasonMiddleware only handled the tool-call case (#3028) and
TerminalResponseMiddleware only the post-tool case (#4027), so a plain empty
content-filter response fell through both. Extend the safety middleware to
backfill a user-facing explanation when a safety-terminated message is
otherwise blank, so the persisted turn is non-empty (and the user sees why it
was blocked).
Fixes#4393
PR #4289 corrected the false claim that GitHub auto-retries 5xx webhook
deliveries, but its replacement wording overcorrected: it described a
mistaken 200 response as dropping the webhook "forever with no way to
recover it" / "permanently" - implying manual recovery is impossible,
not just unprompted. fancyboi999 flagged this in a CHANGES_REQUESTED
review on #4289 (submitted 23:21:23Z, referencing
github_webhooks.py:190-197,325-335 and
test_github_webhooks.py:548-559) that went unaddressed before the PR
was approved and merged roughly 40 minutes later.
Verified directly against GitHub's documentation before changing
anything: the manual "Redeliver" button and the REST/App redelivery
endpoints place no failed-status precondition on the delivery id - any
past delivery, success or failure, can be redelivered within GitHub's
~3-day window
(https://docs.github.com/en/webhooks/testing-and-troubleshooting-webhooks/redelivering-webhooks,
https://docs.github.com/en/rest/repos/webhooks#redeliver-a-delivery-for-a-repository-webhook).
The real problem with swallowing a transient failure into 200 is
discoverability, not recoverability: the delivery never shows up as
failed in Recent Deliveries, and GitHub's own recommended
scripted-recovery pattern filters on non-OK status by convention, not
because the platform blocks redelivering a success. A 200'd delivery
can still be redelivered by hand if an operator happens to look - they
just get no signal telling them to, unlike the 503 path, which stays
correctly flagged as failed and so is actually found.
- github_webhooks.py: reworded the route docstring and the inline
fan-out comment to describe the 200-vs-503 difference as
discoverability, not raw recoverability, and added the redelivery
docs link alongside the existing failed-deliveries link.
- test_github_webhooks.py: reworded
test_dispatch_failure_returns_503_not_200's docstring the same way.
No assertions changed.
All 44 tests in test_github_webhooks.py pass, plus
test_github_dispatcher.py / test_github_channel.py /
test_github_registry.py / test_channels.py (322 total). ruff check and
ruff format --check are clean on both touched files.
* fix(gateway): seed branch run-events so inherited history survives (#4380)
The thread feed (GET /messages, /messages/page) reads the run-event store,
but branch creation only wrote checkpoint state - a fresh branch had no
message rows, so the parent history vanished from the UI as soon as the
branch's first run refreshed the feed. Seed the branch's run_events from
the same checkpoint snapshot the branch was created from, mirroring
RunJournal's message-event contract (event types, hidden-message rules,
original-user-text restoration). Best-effort: a seeding failure degrades
to the old behavior and is reported as history_seed_mode=failed.
* docs(gateway): correct branch-seed docstring on RunJournal divergences
The "consumers cannot tell a seeded row from a journaled one" claim was
overstated for AI rows: seeded rows omit run-scoped enrichment (usage /
latency_ms / llm_call_index) and stamp caller=lead_agent rather than the
message's original caller, neither recoverable from a checkpoint message.
Rewrite the docstring to state these divergences explicitly and note they
are display-invisible today (no consumer indexes those keys; per-message
caller drives no attribution). Also add a code comment marking the
hide_from_ui filter as intentionally stricter than the live paths.
* fix(gateway): seed dict-shaped checkpoint messages + persist hidden AI/tool rows
Two review-driven fixes to build_branch_history_seed_events:
1. Checkpoint messages can arrive as model_dump()-shaped dicts (the
branch-matching helpers in threads.py already handle both BaseMessage
and dict). The seed only handled BaseMessage, so a dict-backed
checkpoint seeded nothing and the branch reported skipped_empty while
history existed. Coerce dicts back to BaseMessage via messages_from_dict
(faithful: tool_calls / tool_call_id / additional_kwargs survive);
unparseable dicts are dropped best-effort.
2. RunJournal.on_llm_end and _persist_tool_result_message persist
hide_from_ui AI/tool rows unconditionally (the frontend hides them
client-side); the hide check only gates the reconciliation pass. The
seed dropped them, so a hidden turn vanished from a forked feed and
seeded rows diverged from journaled ones. Match RunJournal and write
them, restoring true row-level parity.
Adds tests for dict deserialization, the unparseable-dict drop, and the
hidden AI/tool persistence contract.
Declaring the injected runtime arg as `Annotated[Runtime, InjectedToolArg] | None`
made the top-level annotation a Union, so LangChain no longer treated it as
injected. It leaked into the model-facing schema and pydantic raised
PydanticInvalidForJsonSchema on the ToolRuntime dataclass the moment the tool
was bound to a model. The tool is bound by default for the lead agent, so any
default run on an OpenAI-compatible provider failed at tool-bind time.
Declare runtime as a bare Runtime first param, matching every other built-in
tool (present_files, view_image, task, ...), which LangChain auto-injects and
auto-excludes from the schema. Add a schema regression test that binds the tool.
* feat(agents): database-backed storage for custom agent definitions
Add an agent_storage.backend switch (default file, behaviour-unchanged) with a
db backend that stores each custom agent as a row in the shared SQL persistence
layer, so a multi-instance deployment sees the same agents on every node
(#4331, #4357). Introduces an AgentStore interface routing all read/write
surfaces, an agents table + migration 0006, startup validation, and a file->db
importer. Follows the thread_meta store / run_events backend-switch /
0003_scheduled_tasks migration patterns; no new dependency.
* fix(agents): make db storage path production-ready (review round 1)
Addresses review feedback on the db/sync agent-storage path:
- sql.py: mirror the async engine's per-connection SQLite PRAGMAs on the sync
engine (busy_timeout=30000, synchronous=NORMAL, foreign_keys=ON, WAL) so both
engines behave identically against the shared DB; guard the engine cache with
a lock (double-checked) so concurrent first-touch cannot build duplicate
engines or register the connect listener twice.
- routers/agents.py + routers/assistants_compat.py: offload the sync-store reads
that ran on the event loop (list/get/check, update's pre-read + legacy guard +
refresh, and assistants_compat's four list routes) via asyncio.to_thread — on
db+postgres each was a network round trip stalling the loop. Writes were
already offloaded.
- file.py: translate the create() mkdir(exist_ok=False) race FileExistsError
into AgentExistsError (router 409, matching SqlAgentStore's IntegrityError
path); correct the _write docstring — per-file atomic replace, two commits
sequential not transactional.
Tests: sync-engine PRAGMA + engine-cache reuse assertions; file create-race ->
AgentExistsError; strict Blockbuster anchor over the read endpoints so a
regression back onto the loop fails CI.
* fix(agents): address round-2 review on the db store path
- update_agent tool: align the docstring/inline comment with FileAgentStore._write.
Cross-field write atomicity is db-only; the file backend commits config then
soul via two sequential os.replace (a crash between them can leave a fresh
config.yaml beside a stale SOUL.md). The dropped partial-write *reporting* is
an intentional tradeoff — the stage-then-replace safety is preserved
(test_update_agent_soul_failure_does_not_replace_config still holds).
- SqlAgentStore.update(): true upsert. Catch IntegrityError on the
insert-on-missing branch, re-fetch and apply, so two concurrent first-time
writes (e.g. two setup_agent handshakes) converge instead of surfacing a raw
UNIQUE(user_id, name) violation as a 500. Symmetric with create().
- get_agent_store(): document the graph-subprocess config-resolution invariant
(the except->file fallback is a genuine no-config path, not a mask for a
misconfigured graph process) and pin it with two tests driving the real
get_app_config() file resolution: db resolves from an on-disk config.yaml,
file fallback when config is unresolvable.
* test(agents): cover SqlAgentStore.update() write-race upsert recovery
Mandatory-TDD test for the round-2 fix in 0680340a: two concurrent first-time
update()s where the loser's insert hits UNIQUE(user_id, name). Deterministically
forces the IntegrityError recovery path by making the first _row probe miss the
committed winner, and asserts last-writer-wins instead of a surfaced 500.
