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f2e832330e
* fix(sandbox): project enabled skills into sandbox views * fix(skills): keep projection mutations consistent * fix(skills): fail closed on projection errors * fix(skills): isolate per-scope failures during boot projection rebuild rebuild_all_skill_projections() propagated any exception from the public rebuild or from a single user's rebuild straight out of the gateway lifespan startup, uncaught. A single broken user directory (bad permissions, corrupted _skill_states.json, unreadable content) would therefore abort gateway boot for every user, not just that one - _rebuild_*_locked already fails closed internally (clears the view and re-raises), so the boot loop only needed to stop treating that re-raise as fatal. Each scope's rebuild now fails closed independently and boot continues; a scope left empty by a boot failure self-heals on the next sandbox acquire via ensure_skill_projections(). Also patches deerflow.skills.projection.rebuild_all_skill_projections in the memory-flush lifespan test fixture, matching the two sibling fixtures in the same file — this call is now on the lifespan startup path and the fixture's minimal SimpleNamespace config predates it. * test(skills): update authz test for the projection-aware public toggle _persist_shared_skill_state (introduced earlier in this branch) reads the shared extensions_config.json fresh from disk under the projection lock instead of through the cached get_extensions_config() singleton - that's the whole point of the fix (stale worker caches must not clobber another worker's concurrent update). The name no longer exists on the skills router module, so the test's monkeypatch of it started raising AttributeError instead of exercising the endpoint. The mock storage in this test isn't a real LocalSkillStorage instance, so _persist_shared_skill_state's projection-mutation branch is already skipped (nullcontext) and it falls back to a fresh ExtensionsConfig() for the nonexistent tmp config_path - no replacement monkeypatch needed. * fix(sandbox): make skill projection ensure best-effort in acquire acquire() called _ensure_skills_projection() directly, outside any try/except, in both LocalSandboxProvider and AioSandboxProvider. Every other skill-mount setup path in these providers has always caught exceptions and logged a warning rather than failing sandbox acquire outright (e.g. when config.yaml can't be resolved) - these two new call sites broke that contract, so any projection failure (including simply not having a config.yaml, as in CI's test environment) now failed acquire() itself instead of just leaving skill mounts off. _ensure_skills_projection now catches its own exceptions and returns None; both providers' callers already tolerate that (a None projection skips the skill-specific mounts, matching the existing degrade path) after making _append_public_skill_mapping and the custom/legacy mount block in LocalSandboxProvider explicitly None-safe. Caught by running the full suite with config.yaml removed, matching CI's environment - not caught locally because a real config.yaml was present, masking the failure. * fix(sandbox): make E2B skill projection mounts best-effort _skill_projection_mounts called ensure_skill_projections with no guard, unlike Local/AIO's _ensure_skills_projection. A raise propagated out of _apply_mounts before the configured-mounts loop ran, so a skills projection failure dropped the operator's own configured mounts too - only caught by create()'s outer warning, with nothing applied at all. Swallow here and return an empty mount list on failure, matching the Local/AIO pattern: still fail-closed for skills, but no longer widens the blast radius to unrelated configured mounts. Review feedback from PR #4178. * docs(skills): document projection trade-offs flagged in review - _update_tree_digest: note the metadata-only (not content) hashing trade-off and why runtime writes through this codebase are still covered regardless (rebuild-under-lock + rename always changes inode). - LocalSandboxProvider.acquire: note the acquire-time self-heal cost (cheap on a fresh manifest, ~400ms rebuild under lock on stale/drift). - skill_projection_mutation: drop the no-op except-Exception-then-raise; a raise from the mutation already propagates past the yield with the view left cleared, no explicit re-raise needed. - provisioner README: spell out that hostPath skills volumes require the gateway and K8s node to share DEER_FLOW_HOST_BASE_DIR (single-node or shared storage), and that the custom/legacy volumes' hostPath type Directory (not DirectoryOrCreate) makes a violation of that assumption a visible Pod-creation failure instead of a silent empty mount. Review feedback from PR #4178. * fix(skills): lazily repair user projections * fix(skills): close projection review gaps * fix(skills): refresh user projection enable state * fix(skills): close projection review follow-ups * fix(skills): preserve state across projection writes --------- Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
1375 lines
76 KiB
Markdown
1375 lines
76 KiB
Markdown
# Changelog
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All notable changes to DeerFlow are documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/)
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [Unreleased]
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This section accumulates work toward the **2.1.0** milestone
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([milestone 2](https://github.com/bytedance/deer-flow/milestone/2)).
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### ⚠ Breaking changes
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- **skills:** Sandboxes now reserve `/mnt/skills` for managed enabled-only
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projections. `DEER_FLOW_HOST_SKILLS_PATH` and `SKILLS_HOST_PATH` are no longer
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used; Docker/AIO and hostPath deployments derive projection paths from
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`DEER_FLOW_HOST_BASE_DIR`. E2B operator mounts targeting `/mnt/skills` or any
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child path are skipped with a warning so they cannot shadow the managed
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projection; move extra E2B content to a different container path. User
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projections re-read global enable state from disk so toggles propagate across
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Gateway workers on the next sandbox acquire. Existing E2B sandboxes retain
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their creation-time snapshot until they are recreated. PVC-backed provisioner
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deployments still mount the operator-supplied PVC snapshot directly, so
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disabled-skill filesystem isolation does not apply in PVC mode until dynamic
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PVC materialization is implemented. ([#4178])
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- **sandbox:** E2B now enforces `sandbox.replicas` as a process-local capacity
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limit. The default `wait` policy waits for `acquire_timeout`, then fails the
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agent turn. DeerFlow does not retry the turn automatically. Use `burst` with
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`burst_limit` to permit bounded extra VMs. The `reject` policy can remove one
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warm VM before it returns a capacity error. ([#4391])
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- **skills:** A directory containing `SKILL.md` is now a runtime package
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boundary. Nested `SKILL.md` files inside that package are supporting data and
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are no longer registered as independent skills; unusual custom layouts must
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move independently loadable skills under a namespace directory without its
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own `SKILL.md`. ([#4098])
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- **memory:** The memory system is now pluggable (`memory.manager_class` selects
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a backend; default `deermem` is self-contained). DeerMem-private settings moved
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from the top level of `memory:` into `memory.backend_config`, and the
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`/memory/config` response (and `client.get_memory_config()`) changed shape.
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([#4122])
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- **memory:** `/memory/config` and `client.get_memory_config()` no longer return
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flat DeerMem fields (`storage_path`, `max_facts`, `debounce_seconds`,
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`token_counting`, `guaranteed_*`, `staleness_*`, ...). They return
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`{enabled, mode, injection_enabled, manager_class, backend_config}` where
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`backend_config` is an opaque dict the active backend self-interprets. Memory
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*data* responses (`/memory`, `/memory/status` data) are unchanged. External
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API/SDK clients reading the old flat fields must read `backend_config` instead.
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([#4122])
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- **memory:** Custom `memory.storage_class` moved: the old default path
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`deerflow.agents.memory.storage.FileMemoryStorage` no longer exists (now
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`deerflow.agents.memory.backends.deermem.deermem.core.storage.FileMemoryStorage`).
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Custom `MemoryStorage` subclasses must accept `config` in `__init__` (was
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no-arg). A broken/old `storage_class` logs an error and falls back to
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`FileMemoryStorage` (won't crash) -- update the path + signature to restore it.
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([#4122])
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- **memory:** `storage_path` semantics changed from a FILE path to a root
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DIRECTORY. Pre-abstraction, an absolute `storage_path` was the shared memory
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file (opting out of per-user isolation) and a relative value was the global
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file under the data base_dir. Now `storage_path` (absolute or relative) is the
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root directory; per-user memory lives at `{storage_path}/users/{uid}/memory.json`.
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An upgrade keeping the old default `storage_path: memory.json` (a relative file
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name) would orphan per-user memory or hit `NotADirectoryError` on save, so the
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legacy migration **drops file-style `storage_path` values (ending in `.json`)
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with a warning** and the factory **raises** if `storage_path` resolves to an
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existing file. Set `memory.backend_config.storage_path` to a directory for a
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custom root. ([#4122])
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- **memory:** `memory.mode: tool` with a backend that does not implement
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`search()` now fails fast at Gateway startup with a `ValueError` from the
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`MemoryManager` invariant, instead of starting successfully and silently
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returning empty results on every `memory_search` call. Both shipping backends
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implement `search()` (DeerMem retrieves; `noop` returns `[]`), so this only
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affects a custom backend that onboards without overriding `search()`. It is
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intentional -- silent empties are worse than a loud startup error. Fix: switch
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to `mode: middleware` or override `search()` (and set `supports_search=True`).
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([#4324])
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- **config:** `database.checkpoint_delta_snapshot_frequency` moved to
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`database.checkpoint_delta.snapshot_frequency` and its default changed from
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`1000` to `10`. A legacy top-level value is still honored with a deprecation
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warning and mapped onto the nested key (an explicitly set nested key wins).
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Deployments that relied on the old default now snapshot 100x more often in
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delta mode -- set `database.checkpoint_delta.snapshot_frequency: 1000`
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explicitly to keep the previous cadence. ([#4516])
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### Added
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#### Agents & runtime
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- **middleware:** New `TokenBudgetMiddleware` enforces a per-run token budget,
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shared additively across the lead agent and subagents. ([#3412])
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- **middleware:** Structured tool-result metadata and a tool-progress state
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machine give the runtime first-class visibility into multi-step tool flows.
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([#3601])
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- **context:** Record the effective memory identity per run and persist durable
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context (system messages, memory, and tool state) across summarization,
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emitting it as structured runtime metadata so compaction no longer drops it.
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([#3556], [#3887], [#3906])
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- **runtime:** Goal continuations let a run resume toward a goal across multiple
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agent turns, with `continuation_count` tracked and capped. ([#3858])
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- **subagents:** A system-maintained delegation ledger prevents redundant
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re-delegation of an in-flight task, and a total delegation cap bounds fan-out
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per run. ([#3877], [#4115])
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- **subagents:** Persist and display subagent step history in the thread.
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([#3845])
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- **tools:** Structured synopses replace raw oversized tool output in previews.
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([#3377])
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- **files:** Deterministic read-before-write version gate for file tools
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prevents clobbering concurrent edits. ([#3912])
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- **gateway:** Cache-aware cost accounting attributes token costs to cached vs.
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uncached paths; a Redis stream bridge enables distributed event streaming; and
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manual context compaction is exposed to the user. ([#3920], [#3191], [#3969])
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- **runtime:** Dual-mode checkpoint storage with LangGraph `DeltaChannel` cuts
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thread storage from O(N²) to near-linear for long research/coding runs.
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([#4292])
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- **agent:** Config-declared lead-agent middlewares let deployments add custom
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`AgentMiddleware` classes without patching the runtime chain. ([#3964])
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- **agents:** Per-agent model and generation settings (`temperature`,
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`max_tokens`, `thinking_enabled`, `reasoning_effort`) override the shared
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model profile. ([#4347])
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- **runtime:** Record terminal artifact-delivery receipts so runs expected to
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`present_files` no longer report success when delivery fails. ([#4365])
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- **uploads:** Lazy-load historical files via a `list_uploaded_files` tool
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instead of injecting the full manifest. ([#4174])
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#### Memory
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- **memory:** Memory consolidation synthesizes fragmented facts, and a staleness
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review prunes silently-outdated facts using LLM-assigned per-fact
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`expected_valid_days` / `staleFactsToExtend`. ([#3996], [#3860], [#4143])
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- **memory:** Guaranteed injection of correction facts (with graceful fallback)
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so user corrections always reach the model. ([#3592])
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- **memory:** Slim the pluggable `MemoryManager` interface for backend
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onboarding - new backends no longer implement unused abstract methods, and
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DeerMem-specific hook injection moves out of the shared factory. ([#4326])
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- **memory:** Incremental agent-scoped Markdown fact storage isolates per-agent
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facts and updates a single fact without rewriting or reindexing the whole
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collection. ([#4279])
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- **memory:** Memory message processing adds a conversation watermark,
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trivial-turn filtering, and a durable queue so extraction no longer re-feeds
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the full conversation every turn. ([#4447])
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#### Skills
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- **skills:** Native SkillScan (phase 1) statically analyzes skill packages at
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load, and `describe_skill` enables deferred discovery so the model fetches a
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skill's schema on demand instead of loading all skills up front. ([#3033],
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[#3775])
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- **skills:** Per-user custom skill isolation with sandbox mounting. ([#3889])
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#### Models & integrations
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- **community:** New web search/fetch engines - GroundRoute, Crawl4AI
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(`web_fetch`), and a fastCRW provider - plus a Browserless `web_capture`
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screenshot tool and Brave `image_search`. ([#3675], [#3821], [#3585], [#3881],
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[#3866])
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- **mcp:** Per-server `tool_call_timeout` for MCP tool calls, and routing hints
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that guide the model to the right server. ([#3843], [#4004])
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- **community:** Agentic browser control as a first-class thread capability -
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Playwright-backed browser sessions the agent operates while the user observes
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or takes over from the workspace. ([#4187])
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- **community:** Lark/Feishu CLI integration bundles the runtime install, the
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official `lark-*` skill pack, and an interactive auth flow so the integration
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is no longer environment-dependent. ([#3971])
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#### Channels
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- **channels:** Expose the IM `channel_user_id` to sandbox commands as
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`DEERFLOW_CHANNEL_USER_ID`. ([#3926])
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- **channels:** Queue rapid same-thread messages and preserve topic-card
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previews across batches. ([#3988])
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#### Auth & guardrails
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- **auth:** Generic OIDC/SSO authentication with Keycloak support. ([#3506])
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- **guardrails:** Authenticated runtime context is exposed in `GuardrailRequest`,
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and security interventions are persisted as run events. ([#3665], [#3837])
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- **auth:** "Keep me signed in" login option with a centralized session-cookie
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policy (persistent `Secure` cookies on HTTPS, session cookies on public HTTP).
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([#4255])
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- **auth:** Deployments can close local self-registration to restrict new
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accounts to SSO/OIDC provisioning. ([#4311])
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- **authz:** Built-in RBAC authorization provider with a unified factory, plus
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tool-authorization enforcement at both assembly (tools removed before the
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model sees them) and runtime (denied calls blocked). ([#4260], [#4370])
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#### Sandbox & provisioner
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- **sandbox:** New E2B and BoxLite (micro-VM) sandbox providers; BoxLite ships
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with a warm pool. ([#3883], [#3940], [#3951])
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- **provisioner:** ClusterIP Services and scoped per-skill PVC mounts, plus a
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configurable sandbox container port. ([#4016], [#3928])
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#### Frontend
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- **frontend:** Branching support for assistant turns and side conversations for
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quoted follow-ups. ([#3950], [#3934])
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- **frontend:** Regenerate the latest answer. ([#3637])
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- **frontend:** Citation-sources evidence panel, workspace change review for
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agent runs, and a visualized `ask_clarification` card. ([#3907], [#3945],
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[#3956])
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- **frontend:** Voice dictation, prompt-history recall with arrow keys, composer
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input polishing, and a "(thought for N seconds)" thinking-duration chip.
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([#4036], [#3718], [#3986], [#3627])
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- **frontend:** Feature-gate the agents UI behind the `agents_api` flag, and
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persist AI turn duration in backend and UI. ([#3769], [#3663])
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- **frontend:** Render slash-skill activations as inline chips. ([#3981])
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- **frontend:** Localized AI-assistance disclaimer. ([#4374])
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- **frontend:** Pin recent chats. ([#4442])
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- **frontend:** Validate `/goal` objective length in the composer. ([#4337])
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#### Observability & tooling
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- **observability:** Trace-id correlation with enhanced logging and agent
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observability via Monocle. ([#3902], [#4024])
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- **tooling:** A Hermes-like terminal workbench (`deerflow` CLI) backed by
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`DeerFlowClient`, plus a redacted community support-bundle generator. ([#3760],
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[#3886])
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- **setup:** The setup wizard now asks whether OpenAI-compatible gateway models
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support thinking, and a Volcengine Coding Plan quick-setup path was added.
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([#3428], [#4141])
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- **tui:** `clear` command. ([#4306])
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### Changed
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- **sandbox:** The Helm chart now defaults per-sandbox Services to `ClusterIP`
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instead of `NodePort`, so the code-execution sandbox is reachable only inside
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the cluster via Service DNS (`http://sandbox-<id>-svc.<ns>.svc.cluster.local`)
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and is no longer bound on every node's interfaces - including the
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externally-reachable ones on GKE/EKS/AKS. Existing chart installs flip
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NodePort -> ClusterIP on upgrade. To preserve the old reachability (an
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external probe hitting the 30xxx port, or the Docker-Compose/hybrid path
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where the gateway is not in K8s), set `provisioner.sandboxServiceType: NodePort`
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(with `provisioner.nodeHost` if needed). The provisioner itself is unchanged
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(mode-aware since #4016). ([#4190])
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- **skills:** An active restrictive skill must explicitly list `task` in
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`allowed-tools` to delegate to a subagent. Read-only discovery infrastructure
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(`tool_search` and `describe_skill`) remains available, but cannot grant schema
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visibility or execution for a denied business tool. ([#4098])
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- **memory:** Pre-abstraction top-level `memory.*` DeerMem fields
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(`storage_path`, `max_facts`, `debounce_seconds`, `model_name`,
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`token_counting`, `staleness_*`, `consolidation_*`, ...) are **auto-migrated
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into `backend_config`** on load with a warning, so an upgrade does NOT silently
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revert customized settings to defaults (`model_name` ->
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`backend_config.model.model`). Move them under `memory.backend_config` in
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`config.yaml` to silence the warning. ([#4122])
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- **memory:** Added `memory.mode` (`middleware` | `tool`); `tool` mode registers
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memory tools (`memory_search`/`add`/`update`/`delete`) the model calls directly
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instead of passive per-turn summarization. `manager_class` resolution is now
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fail-fast (raises `ValueError` on an unknown backend instead of silently
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falling back). ([#4023])
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- **middleware:** Declarative layered middleware builder; `ThreadData` now runs
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before `Uploads`. ([#3809])
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- **sandbox:** The host->virtual output-masking regex now has a single owner,
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eliminating duplicated pattern compilation. ([#4108])
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- **docs:** `AGENTS.md` is now the source of truth for agent guidance, imported
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by `CLAUDE.md` via `@AGENTS.md`; module guides refreshed. ([#3770])
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### Fixed
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- **mcp:** Isolate Settings > Tools enable/disable updates to one MCP server, so
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an unrelated disallowed stdio command no longer blocks every switch; allow
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disabling a disallowed target while still rejecting its re-enable, preserve
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the raw extensions config, honor the MCP-spec `transport` alias when enabling
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SSE/HTTP servers, surface backend validation details in the UI, and atomically
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replace the shared config for MCP, skill, and embedded-client updates so
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interrupted writes cannot leave it truncated.
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([#4574])
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- **runtime:** Thread metadata now switches to `running` only after the run passes
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the startup barrier, so pending-cancelled runs no longer briefly project
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`running`; clients may observe the prior thread status during worker startup.
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([#4450])
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- **runtime:** Re-check orphan candidates through an atomic, lease-aware takeover
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claim so a successful heartbeat after the scan keeps the run active and only
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one reconciler reports recovery. ([#4424], [#4434])
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- **skills:** Apply `allowed-tools` only to slash-activated or actually loaded
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lead-agent skills, preventing passive enabled skills and evaluation fixtures
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from removing MCP, web, file, and delegation tools from every run. ([#4095],
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[#4098], [#4192])
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- **models:** Honor `api_base` on every `BaseChatOpenAI` subclass (`VllmChatModel`,
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`MindIEChatModel`, `PatchedChatMiMo`, `PatchedChatStepFun`, `PatchedChatMiniMax`),
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not just `ChatOpenAI` / `PatchedChatOpenAI`. Those five previously dropped the
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configured endpoint silently and then failed every request with an opaque
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`unexpected keyword argument 'api_base'`; the unknown-config-key warning was
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disabled for them as well. Both now gate on `issubclass(BaseChatOpenAI)`.
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([#4146])
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- **agents:** Coalesce `SystemMessage`s before the LLM request; ensure a visible
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response after tool runs; avoid a default LLM title call before stream end;
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reserve ellipsis room so the local title respects `max_chars`; and snap the
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tool-output tail forward so fallback truncation respects `max_chars`. ([#3711],
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[#4033], [#3885], [#4052], [#4017])
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- **agents:** Skip dateless reminders in the dynamic-context date scan; load
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`SOUL.md` from agent dirs without `config.yaml`; require `config.yaml` in
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`update_agent`'s legacy-agent guard; and refuse empty `SOUL.md` updates.
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([#3685], [#4136], [#4166], [#4219])
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- **middleware:** Window the loop-detection tool-frequency counter so long runs
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no longer false-trip; prevent the title middleware from streaming tokens;
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fix positional fallback consuming an unrelated todo when the same-content list
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is exhausted; acquire the token-budget lock across `_apply`, `before_agent`,
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`_clear_run_state`, and `_drain_pending_warnings`; drop orphan `ToolMessage`s
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so strict providers don't 400; sanitize invalid tool-call arguments; and
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recover from empty tool-call names and malformed tool-call ids in dangling
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repair. ([#4072], [#3566], [#3709], [#3714], [#4080], [#4193], [#4008],
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[#4246])
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- **subagents:** Inherit `LoopDetectionMiddleware` and summarization middleware
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so tool loops break and steps are captured; surface the turn-budget cap as
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`MAX_TURNS_REACHED` with a partial result; unify guardrail caps on the additive
|
|
`stop_reason` + `token_budget`; inject durable context before compaction;
|
|
preserve the parent checkpoint namespace; prohibit the `task` tool in the
|
|
general-purpose system prompt; re-buffer subagent events on flush failure to
|
|
avoid losing steps; and fix the lost `loop_capped` stop reason when a
|
|
subagent's `run_id` is `None`. ([#3931], [#4009], [#3949], [#3980], [#4040],
|
|
[#4215], [#4161], [#4082], [#4059])
|
|
- **memory:** Harden against null/empty edge cases - skip whitespace-only facts;
|
|
coerce null `confidence` / `source.confidence` in updates, searches, and the
|
|
three remaining raw reads; treat explicit `null` `backend_config` values as
|
|
omitted; fix `KeyError` / `UnboundLocalError` when a fact has no id or the
|
|
facts list is empty; stop the busy-spin in the debounced update queue; and
|
|
flush the memory queue on graceful shutdown to prevent loss. ([#3719], [#4074],
|
|
[#4076], [#4034], [#4217], [#3993], [#3992], [#4073], [#4181])
|
|
- **runs:** Close multi-worker ownership gaps in run atomicity; fail-stop local
|
|
execution when lease renewal cannot be confirmed before its deadline and
|
|
fence late completion writes after peer takeover; degrade cancel to lease
|
|
takeover for multi-worker; keep `create_thread` idempotent when the insert
|
|
loses a race; read `stop_reason` from runtime context; and persist run duration
|
|
in checkpoints for history reads. ([#4003], [#4064], [#4414], [#3800], [#4188],
|
|
[#4118], [#4431])
|
|
- **runtime:** Serialize SQLite event-store writes to prevent per-thread
|
|
sequence collisions; skip hidden human messages in the journal; and drop the
|
|
silent delta-discard in `_merge_stream_text`. ([#4077], [#3698], [#4085])
|
|
- **gateway:** Attach thread-message feedback by real `event_type`; offload
|
|
blocking filesystem IO in artifact serving, gateway uploads, and the Discord
|
|
channel; limit the uploaded-file context manifest; and live-tail malformed
|
|
Redis reconnect ids. ([#3651], [#3551], [#3935], [#3927], [#3917], [#4012])
|
|
- **uploads:** Claim the converted-Markdown companion filename before writing
|
|
it, so two convertible uploads sharing a stem (or a convertible plus a
|
|
same-stem `.md` upload) no longer silently clobber each other within one
|
|
request. When `uploads.auto_convert_documents` is on, the companion `.md` now
|
|
gets a unique name (e.g. `a_1.md`); `POST /threads/{id}/uploads` and
|
|
`DeerFlowClient.upload_files` both report the actual name in `markdown_file`.
|
|
([#4288])
|
|
- **config:** Coerce null object config sections to their defaults; honor the
|
|
unified database configuration in the store and sync checkpointer; and have
|
|
legacy DB backfill create missing `Index` objects on existing tables. ([#3573],
|
|
[#3904], [#3994], [#4090])
|
|
- **models:** Apply the `stream_chunk_timeout` default to all `BaseChatOpenAI`
|
|
subclasses; and normalize `api_base` -> `base_url` for `ChatOpenAI` with a
|
|
warning on unknown config keys. ([#4102], [#3790])
|
|
- **mcp:** Isolate tool-discovery failures per server; synchronize the
|
|
session-pool singleton lifecycle; invalidate the tools cache on config content
|
|
+ path (not just newer mtime); validate MCP tool names at load so deferred
|
|
prompts stay inert; and route tools by source server, not name prefix. ([#3772],
|
|
[#3797], [#4124], [#4154], [#3812])
|
|
- **skills:** Activate a slash skill once per run, not per model call; close the
|
|
skill-install security-scan coverage gap; recognize fully deleted skill
|
|
packages in review CI and remaining `requests` / `httpx` methods as network
|
|
sinks in SkillScan; reuse the resolved app config in the no-arg skills prompt
|
|
section; and reload mounted skills without restarting the Gateway. ([#4103],
|
|
[#3924], [#4169], [#4130], [#4160], [#4264])
|
|
- **sandbox:** Guard the reverse path-translation and output-masking regexes
|
|
with segment boundaries; handle one-sided line ranges and empty files in
|
|
`read_file` / `str_replace`; align the AIO bash working directory; use
|
|
`os.sep` in the reverse-resolve containment check on Windows; normalize
|
|
Windows backslash paths in bash commands; stop `glob` / `grep` / `ls` from
|
|
surfacing disabled skills' files; and allow valid heredoc commands in the
|
|
sandbox audit. ([#4035], [#4053], [#4078], [#4079], [#4051], [#4058], [#3869],
|
|
[#4096], [#3786])
|
|
- **sandbox:** Synchronize the sandbox provider singleton lifecycle (with
|
|
concurrency regression tests) and keep k8s calls off the event loop in the
|
|
provisioner. ([#3730], [#3941])
|
|
- **sandbox:** Align sandbox artifact mounts with the channel user; fix
|
|
local-dev (`make dev`) on non-root / NFS hosts; reap macOS nginx processes on
|
|
stop; and fix production Postgres UV-extras detection in Docker. ([#3729],
|
|
[#3590], [#3828], [#3897])
|
|
- **channels:** Validate the channel provider before resolving its config;
|
|
dedupe GitHub webhook redeliveries and drop redundant GitHub review-comment
|
|
webhook fan-out; scope the slash-skill whitelist check to the run's owner;
|
|
batch Feishu file messages into one thread and dispatch Feishu group commands
|
|
prefixed with a bot @mention; accept leading @mentions before `/connect` bind
|
|
codes and don't treat a bare "connect" as a bind command; stop Feishu from
|
|
creating thread topics and throttle card updates; let the UI runtime channel
|
|
config win over `config.yaml`; fix `require_mention` gating on
|
|
whitespace-only `bot_login` / `mention_login`; guard null quote fields in
|
|
WeCom; and key inbound dedupe on chat-scoped workspaces so Telegram, Feishu,
|
|
WeChat and DingTalk redeliveries stop re-running the agent on a default
|
|
(unbound) configuration, releasing the dedupe key on transient failures so a
|
|
redelivery can still recover. ([#4100], [#4104], [#4131], [#4129], [#3753],
|
|
[#4229], [#4222], [#4251], [#3810], [#3674], [#4055], [#4069], [#4287])
|
|
- **frontend:** Preserve messages and durable context across summarization;
|
|
preserve artifacts and stabilize artifact paths during streaming; resolve
|
|
relative artifact image paths; retain presented artifacts in the header
|
|
dropdown; keep orphan tool messages visible; show assistant text during tool
|
|
steps; reset new chat on client-side navigation; prevent stream cancellation
|
|
on concurrent submit; fix stale-run reconnect and cancel handling; fix chat
|
|
math rendering, single-tilde markdown, double reasoning rendering, UTF-16
|
|
markdown binary classification, and `<memory>` tags in Streamdown; make
|
|
recent-chat rows fully clickable; validate attachment limits before upload and
|
|
fix uploaded-file metadata in message copy; fix mobile workspace and
|
|
accessibility blockers, the card tool-message bug, and side-chat toolbar /
|
|
panel-button behavior; block unresolved suggestion-template placeholders;
|
|
refresh notification permissions; show the branch action only for completed
|
|
turns; enable regenerate in custom agent chats; and generate a fallback title
|
|
for interrupted first-turn runs. ([#3826], [#3791], [#4094], [#4038], [#3854],
|
|
[#3880], [#4114], [#3673], [#3878], [#3908], [#3557], [#4245], [#3870], [#3966],
|
|
[#4209], [#3733], [#3900], [#3944], [#3740], [#3976], [#3959], [#3961], [#3764],
|
|
[#3768], [#4147], [#3967], [#3874], [#3644])
|
|
- **tui:** Interrupt an active run before `/quit` exits. ([#4235])
|
|
- **harness:** Don't flag the outline as truncated at exactly `MAX_OUTLINE_ENTRIES`
|
|
headings. ([#3856])
|
|
- **tracing:** Attach Langfuse trace metadata to the goal evaluator. ([#4202])
|
|
- **context:** Resolve the context-compress bug. ([#4065])
|
|
- **threaddata:** Fix `AttributeError` when `runtime.context` is `None`. ([#3989])
|
|
- **goal:** Stop `continuation_count` double-bump during stand-down. ([#4199])
|
|
- **circuit-breaker:** Stop wedging after a non-retriable half-open probe. ([#3991])
|
|
- **github:** Match `allow_authors` logins case-insensitively. ([#4218])
|
|
- **community:** `image_search` now returns the full-resolution image URL. ([#3990])
|
|
- **skills:** Offload blocking filesystem IO in the skill-history endpoint.
|
|
([#3563])
|
|
- **skills:** Don't treat a lazily evaluated PEP 695 type alias as a network
|
|
sink in SkillScan. ([#4315])
|
|
- **tracing:** Resolve the Langfuse trace user from runtime context. ([#3794])
|
|
- **guardrails:** Propagate internal owner attribution into the guardrail
|
|
context. ([#3839])
|
|
- **subagents:** Clamp the subagent limit consistently with
|
|
`MIN_SUBAGENT_LIMIT`. ([#4081])
|
|
- **subagents:** Load user-scoped skills. ([#4356])
|
|
- **mcp:** Per-server fail-soft OAuth priming, and persist rotated refresh
|
|
tokens. ([#4084])
|
|
- **mcp:** Ignore malformed path-like text. ([#4456])
|
|
- **auth:** Resolve email accounts case-insensitively. ([#4101])
|
|
- **auth:** Recover from setup-status timeouts. ([#4371])
|
|
- **scheduler:** Close a dispatch race that could launch two runs for one
|
|
scheduled task. ([#4105])
|
|
- **channels:** Buffer and drain GitHub comments queued during a busy run.
|
|
([#4133])
|
|
- **channels:** Escape Slack reserved characters before mrkdwn conversion.
|
|
([#4197])
|
|
- **channels:** Check `response.success()` on Feishu card/reaction SDK calls.
|
|
([#4234])
|
|
- **channels:** Drop inbound DingTalk messages that carry no conversation
|
|
identity. ([#4316])
|
|
- **channels:** Receive inbound Telegram attachments. ([#4392])
|
|
- **memory:** Consolidated facts inherit `expected_valid_days` from their
|
|
sources. ([#4225])
|
|
- **config:** Sync `_memory_config` with AppConfig auto-reload. ([#4208])
|
|
- **postgres:** Harden the async engine with `pool_recycle` and
|
|
`command_timeout` to stop stale-connection 504s. ([#4230])
|
|
- **harness:** Add a timeout to `invoke_acp_agent` to prevent indefinite hangs.
|
|
([#4238])
|
|
- **community:** Surface the target-page error status in `web_fetch`
|
|
(Browserless). ([#4239])
|
|
- **sandbox:** Widen the BoxLite/AIO tenant hash and verify identity on reclaim.
|
|
([#4171])
|
|
- **sandbox:** Make an empty `old_str` a no-op in `str_replace` on any file.
|
|
([#4256])
|
|
- **sandbox:** Serialize E2B release transitions. ([#4355])
|
|
- **sandbox:** Bound E2B output-synchronization resources. ([#4364])
|
|
- **sandbox:** Unwrap `Overwrite`-wrapped sandbox state in `after_agent`.
|
|
([#4381])
|
|
- **sandbox:** Bypass proxies for local AIO traffic. ([#4444])
|
|
- **models:** Surface length-capped model responses instead of dropping them.
|
|
([#4309])
|
|
- **streaming:** Keep large file generation responsive. ([#4354])
|
|
- **streaming:** Expose custom events to `astream_events`. ([#4403])
|
|
- **streaming:** Signal replay history gaps. ([#4426])
|
|
- **summarization:** Summarize with the run model and fall back on
|
|
summary-provider failure. ([#4361])
|
|
- **runtime:** Remove transient image context after model calls. ([#4267])
|
|
- **runtime:** Stop subgraph stream frames from impersonating root frames.
|
|
([#4407])
|
|
- **runtime:** Reject unsupported run options and stream modes. ([#4430])
|
|
- **runtime:** Serialize checkpoint writes with active runs, linearize
|
|
delta-mode checkpoint resume, and accept the SDK's default
|
|
`stream_resumable=false` to avoid resume races. ([#4437], [#4460], [#4468])
|
|
- **checkpoint:** Unwrap `Overwrite` first writes into empty channels. ([#4383])
|
|
- **nginx:** Allow long chat prompts through `/api/langgraph/` without a raw
|
|
500. ([#4277])
|
|
- **gateway:** Prefer `X-Trace-Id` over `metadata.deerflow_trace_id` when the
|
|
header is set. ([#4283])
|
|
- **gateway:** Seed branch run-events so inherited history survives forking.
|
|
([#4385])
|
|
- **gateway:** Scope branch-history seed run ids per inherited turn. ([#4459])
|
|
- **frontend:** Harden artifact and markdown rendering. ([#4117])
|
|
- **frontend:** Classify a symlink replacing a file distinctly from deleted in
|
|
workspace-change review. ([#4170])
|
|
- **frontend:** Offload blocking filesystem IO in the workspace-change
|
|
text-cache lifecycle. ([#4268])
|
|
- **frontend:** Encode artifact URL path segments. ([#4278])
|
|
- **frontend:** Clarify run-duration display. ([#4348])
|
|
- **frontend:** Preserve regenerate state in branched threads. ([#4358])
|
|
- **frontend:** Default the reasoning-effort label to Medium when unset.
|
|
([#4373])
|
|
- **frontend:** Strip and parse the `<current_uploads>` upload-context tag.
|
|
([#4402])
|
|
- **frontend:** Keep leading orphan tool messages visible. ([#4408])
|
|
- **frontend:** Keep completed subtask cards stable after reload. ([#4432])
|
|
- **frontend:** Apply message-image `maxWidth` via inline style. ([#4446])
|
|
- **frontend:** Restore resizing for the artifacts and sidecar panels. ([#4469])
|
|
- **frontend:** Allow dev-server access from non-localhost hosts. ([#4471])
|
|
- **safety:** Backfill empty content-filter responses so they don't poison the
|
|
thread. ([#4394])
|
|
- **tools:** Exclude injected runtime from the `list_uploaded_files` schema.
|
|
([#4376])
|
|
|
|
### Performance
|
|
|
|
- **runtime:** Index `MemoryRunStore` by `thread_id` and `MemoryRunEventStore`
|
|
events by `run_id` to avoid O(n) scans. ([#3562], [#3686])
|
|
- **subagents:** Deduplicate streamed AI messages via a seen-id set (O(n²) ->
|
|
O(n)). ([#3687])
|
|
- **sandbox:** Cache `LocalSandbox` path-rewrite regexes and local-path masking
|
|
patterns per instance instead of recompiling per search match. ([#3648],
|
|
[#3713])
|
|
- **messages:** Index tool-call results per group. ([#4411])
|
|
- **frontend:** Coalesce streaming renders to a frame budget instead of per
|
|
chunk. ([#4425])
|
|
- **frontend:** Stop re-deriving message content on every stream chunk.
|
|
([#4441])
|
|
|
|
### Security
|
|
|
|
- **prompt-injection:** New input-sanitization middleware defends against
|
|
prompt-injection, forged framework tags in the input guardrail are blocked,
|
|
and system context is injected as a `SystemMessage` for role isolation. ([#3662],
|
|
[#4155], [#3661])
|
|
- **prompt-injection:** HTML-escape untrusted content rendered into model prompts
|
|
- memory facts and summaries, `SOUL.md`, subagent descriptions, skill metadata,
|
|
and the conversation block in the memory-update prompt - and neutralize
|
|
prompt-injection tags in `web_capture` tool results. ([#4028], [#4119], [#4137],
|
|
[#4157], [#4162], [#4099], [#4060], [#4097], [#4128])
|
|
- **secrets:** Scrub inherited secret environment variables (`MYSQL_PWD`,
|
|
`REDISCLI_AUTH`, abbreviated `*_PASS`, and Postgres `PGPASSFILE`) from the
|
|
skill environment; request-scoped secrets are bound for both slash-activated
|
|
and autonomously-invoked skills. ([#4018], [#4026], [#3871], [#3938])
|
|
- **web_fetch:** SSRF guard for self-hosted providers. ([#3942])
|
|
- **guardrails:** An empty allowlist now denies all tools instead of failing
|
|
open. ([#4067])
|
|
- **authz:** Global skills-management endpoints now require admin; the legacy
|
|
skills mount is gated by user visibility; artifacts honor a trusted
|
|
`owner-user-id` header; and the trusted authorization principal is propagated
|
|
through the runtime. ([#3855], [#3985], [#3982], [#4203])
|
|
- **auth:** Persist the `csrf_token` cookie for the access-token lifetime.
|
|
([#3872])
|
|
- **storage:** Stop persisting base64 image data in checkpoint state. ([#4140])
|
|
|
|
## [2.0.0] — 2026-06-15
|
|
|
|
DeerFlow 2.0 is a ground-up rewrite around a "super agent" harness with
|
|
sub-agents, persistent memory, sandbox execution, and an extensible
|
|
skills/tools system. It shares no code with the 1.x line, which now lives on
|
|
the [`main-1.x` branch](https://github.com/bytedance/deer-flow/tree/main-1.x).
|
|
|
|
This release closes [milestone 2.0.0](https://github.com/bytedance/deer-flow/milestone/1)
|
|
with **180 merged pull requests** since the first 2.0 milestone tag.
|
|
|
|
### ⚠ Breaking changes
|
|
|
|
- **harness:** Hydrate runs from `RunStore` and persist interrupted status. Run
|
|
cancellation/multitask semantics now require a working RunStore on the
|
|
worker that owns the run; cross-worker cancels return 409 instead of
|
|
silently appearing successful. ([#2932])
|
|
|
|
### Added
|
|
|
|
#### Agents & runtime
|
|
- **agent:** Custom-agent self-updates with user isolation — agents can persist
|
|
edits to their own `SOUL.md` / `config.yaml` from inside a normal chat.
|
|
([#2713])
|
|
- **loop-detection:** Make loop detection configurable with per-tool frequency
|
|
overrides; keep configurable on/off switch. ([#2586], [#2711])
|
|
- **loop-detection:** Defer warning injection so detector pairs cleanly with
|
|
tool-call lifecycle. ([#2752])
|
|
- **run:** Propagate `model_name` from the gateway request through the runtime
|
|
and persistence stack into the SQLite-backed store. ([#2775])
|
|
- **subagents:** Stream subagent token usage to the header via terminal task
|
|
events. ([#2882])
|
|
- **memory:** Add `memory.token_counting` config to opt out of tiktoken for
|
|
network-restricted deployments. ([#3465])
|
|
- **suggest:** Make AI follow-up question suggestions optional. ([#3591])
|
|
|
|
#### Models & integrations
|
|
- **models:** Add StepFun reasoning model adapter. ([#3461])
|
|
- **community:** Add Brave Search web search tool. ([#3528])
|
|
- **channels:** Enhance Discord with mention-only mode, thread routing, and
|
|
typing indicators. ([#2842])
|
|
- **im:** Add user-owned IM channel connections — users can bind their own
|
|
Slack/Telegram/Discord/Feishu/DingTalk/WeChat/WeCom accounts on top of the
|
|
operator-configured bots. ([#3487])
|
|
- **models:** Add patched MiMo reasoning content support. ([#3298])
|
|
- **models:** Add MiniMax provider for image/video/podcast skills plus a new
|
|
music-generation skill. ([#3437])
|
|
- **community:** Add SearXNG and Browserless web search/fetch tools. ([#3451])
|
|
- **community:** Add Serper Google Images provider for `image_search`. ([#3575])
|
|
- **channels:** Stream Telegram agent replies by editing the placeholder
|
|
message in place. ([#3534])
|
|
|
|
#### Observability
|
|
- **trace:** Set the LangGraph trace name to `lead_agent` (or the custom
|
|
agent's `agent_name`) for cleaner Langfuse/LangSmith traces. ([#3101])
|
|
- **frontend:** Refine token usage display modes. ([#2329])
|
|
- **defaults:** Enable token usage tracking by default. ([#2841])
|
|
- **defaults:** Raise default summarization trigger threshold. ([#3174])
|
|
- **trace:** Attribute subagent spans to the parent thread's Langfuse trace.
|
|
([#3611])
|
|
|
|
#### Skills
|
|
- **skill:** Add `blocking-io-guard` skill for blocking-IO triage and runtime
|
|
anchors. ([#3503])
|
|
- **skill:** Add maintainer issue and PR workflow skill. ([#3554])
|
|
- **skill:** Strengthen the maintainer orchestrator review workflow. ([#3606])
|
|
|
|
### Performance
|
|
|
|
- **harness:** Push thread metadata filters into SQL instead of post-filtering
|
|
in Python. ([#2865])
|
|
- **runtime:** Index runs by `thread_id` to avoid O(n) scans in `RunManager`.
|
|
([#3499])
|
|
- **runtime:** Index messages in `MemoryRunEventStore` to avoid O(n) scans.
|
|
([#3531])
|
|
- **persistence:** Cache `Base.to_dict` column reflection per class. ([#3654])
|
|
- **sandbox:** Speed up `should_ignore_name` in glob/grep walks. ([#3657])
|
|
|
|
### Security
|
|
|
|
- **upload:** Reject symlinked upload destinations. ([#2623])
|
|
- **uploads:** Add Windows support for safe symlink-protected uploads.
|
|
([#2794])
|
|
- **mcp:** Mask sensitive values in MCP config API responses. ([#2667])
|
|
- **mcp:** Harden the MCP config endpoint against malformed input. ([#3425])
|
|
- **auth:** Reject cross-site auth POSTs. ([#2740])
|
|
- **gateway:** Cap skill artifact preview decompression to prevent
|
|
zip-bomb-style abuse. ([#2963])
|
|
- **sandbox:** Mount the host Docker socket only in aio (DooD) sandbox mode.
|
|
([#3517])
|
|
- **sandbox:** Do not bind-mount host CLI auth dirs by default. ([#3521])
|
|
|
|
### Fixed
|
|
|
|
#### Runtime, gateway & persistence
|
|
- **runtime:** Rollback restore checkpoint now supersedes newer checkpoints.
|
|
([#2582])
|
|
- **runtime:** Persist run message summaries. ([#2850])
|
|
- **runtime:** Bound `write_file` execution-failure observations to keep
|
|
failure traces from blowing out the context. ([#3133])
|
|
- **runtime:** Protect the sync singleton's init and reset paths. ([#3413])
|
|
- **runtime:** Avoid PostgreSQL aggregate `FOR UPDATE` on run events.
|
|
([#2962])
|
|
- **runs:** Restore historical runs from persistent store after a gateway
|
|
restart. ([#2989])
|
|
- **gateway:** Return ISO 8601 timestamps from threads endpoints. ([#2599])
|
|
- **gateway:** Make cancel idempotent for already-interrupted runs. ([#3058])
|
|
- **gateway:** Split `stream_existing_run` into per-method routes for unique
|
|
OpenAPI `operationId`s. ([#3228])
|
|
- **events:** Serialize structured DB event content. ([#2762])
|
|
- **persistence:** Emit timezone-aware timestamps from SQLite-backed stores.
|
|
([#3130])
|
|
- **persistence:** Reuse token usage model grouping expression. ([#2910])
|
|
- **runs:** Ignore stale run reconnect conflicts. ([#3284])
|
|
- **nginx:** Defer CORS to the gateway allowlist instead of double-applying it.
|
|
([#2861])
|
|
- **persistence:** Fix runtime journal run lifecycle events. ([#3470])
|
|
- **gateway:** Enforce thread ownership on stateless run endpoints. ([#3473])
|
|
- **runtime:** Propagate interrupt through SSE values events for the LangGraph
|
|
SDK. ([#3605])
|
|
- **serialization:** Strip base64 image data from streamed values events.
|
|
([#3631])
|
|
- **history:** Strip base64 image data from REST endpoint responses. ([#3535])
|
|
- **gateway:** Attribute token usage to the actual models. ([#3658])
|
|
|
|
#### Agents, subagents & middleware
|
|
- **subagents:** Make subagent timeout terminal state atomic. ([#2583])
|
|
- **subagents:** Use model override for tools and middleware. ([#2641])
|
|
- **subagents:** Consolidate `system_prompt` and skills into a single
|
|
`SystemMessage`. ([#2701])
|
|
- **subagent:** Isolate subagents from the parent run's checkpointer.
|
|
([#3559])
|
|
- **agents:** Make `update_agent` honor `runtime.context` `user_id` like
|
|
`setup_agent` does. ([#2867])
|
|
- **agents:** Resolve duplicate `todos` channel type conflict in
|
|
`TodoMiddleware`. ([#3200])
|
|
- **agents:** Offload blocking filesystem IO in the custom-agent router off
|
|
the event loop. ([#3457])
|
|
- **agents:** Keep new agent bootstrap in user scope. ([#2784])
|
|
- **loop-detection:** Keep tool-call pairing on warn injection. ([#2725])
|
|
- **middleware:** Sync raw tool-call metadata. ([#2757])
|
|
- **middleware:** Handle invalid tool calls in dangling pairing middleware.
|
|
([#2891])
|
|
- **middleware:** Prevent todo completion reminder IM-message leak. ([#2907])
|
|
- **middleware:** Normalize tool result adjacency before model calls.
|
|
([#2939])
|
|
- **agents:** Require `config.yaml` in `resolve_agent_dir` to skip memory-only
|
|
directories. ([#3481])
|
|
- **agents:** Sync `agent_name` across context/configurable and reject empty
|
|
soul. ([#3553])
|
|
- **middleware:** Offload the uploads scan in `UploadsMiddleware` off the event
|
|
loop. ([#3311])
|
|
- **middleware:** Offload memory injection off the event loop to prevent
|
|
tiktoken blocking. ([#3411])
|
|
- **middleware:** Externalize oversized tool output into the sandbox for
|
|
non-mounted sandboxes. ([#3417])
|
|
- **middleware:** Preserve the sandbox reducer in middleware state. ([#3629])
|
|
- **subagents:** Raise general-purpose `max_turns` to 150 and default timeout to
|
|
30 min. ([#3610])
|
|
|
|
#### Memory & tracing
|
|
- **memory:** Replace short-lived `asyncio.run()` with a persistent event
|
|
loop. ([#2627])
|
|
- **memory:** Isolate queued memory updates by agent. ([#2941])
|
|
- **memory:** Parse wrapped memory-update JSON responses. ([#3252])
|
|
- **tracing:** Propagate `session_id` and `user_id` into Langfuse traces.
|
|
([#2944])
|
|
- **trace:** Decode unicode escape sequences in non-ASCII memory trace info.
|
|
([#3104])
|
|
|
|
#### Tools, sandbox & MCP
|
|
- **mcp:** Fix env resolution in MCP config lists. ([#2556])
|
|
- **models:** Record Codex token usage in `usage_metadata`. ([#2585])
|
|
- **sandbox:** Supplement `list_running` in `RemoteSandboxBackend`. ([#2716])
|
|
- **sandbox:** Disable MSYS path conversion for Git Bash on Windows.
|
|
([#2766])
|
|
- **sandbox:** Avoid blocking sandbox readiness polling. ([#2822])
|
|
- **sandbox:** Uphold the `/mnt/user-data` contract at the `Sandbox` API
|
|
boundary. ([#2881])
|
|
- **sandbox:** Scope provisioner PVC data by user. ([#2973])
|
|
- **sandbox:** Merge idempotent sandbox state updates. ([#3518])
|
|
- **tools:** Introduce `Runtime` type alias to eliminate Pydantic serialization
|
|
warnings. ([#2774])
|
|
- **tools:** Preserve `tool_search` promotions across re-entrant
|
|
`get_available_tools`. ([#2885])
|
|
- **harness:** Wrap async-only config tools for sync client execution.
|
|
([#2878])
|
|
- **harness:** Wrap all async-only tools for sync clients. ([#2935])
|
|
- **tool-search:** Reliably hide deferred MCP schemas by removing the
|
|
ContextVar. ([#3342])
|
|
- **search:** Fix DDGS Wikipedia region handling. ([#3423])
|
|
- **web_fetch:** Support a proxy for the Jina reader in restricted networks.
|
|
([#3430])
|
|
- **sandbox:** Persist lazily-acquired sandbox state via `Command`. ([#3464])
|
|
- **sandbox:** Fix stale AIO sandbox cache reuse. ([#3494])
|
|
- **sandbox:** Create a shell session before retrying on a fresh id. ([#3577])
|
|
- **sandbox:** Stop flagging string-literal path fragments as unsafe absolute
|
|
paths. ([#3623])
|
|
- **sandbox:** Return an actionable hint when `read_file` hits a binary file.
|
|
([#3624])
|
|
- **mcp:** Make stdio MCP-produced files resolvable via virtual sandbox paths.
|
|
([#3600])
|
|
- **mcp:** Surface admin-required state on the settings tools page. ([#3533])
|
|
- **mcp:** Add a tools cache reset endpoint. ([#3602])
|
|
- **uploads:** Fix the upload file size contract. ([#3408])
|
|
|
|
#### Skills & channels
|
|
- **skills:** Enforce `allowed-tools` metadata. ([#2626])
|
|
- **skills:** Harden slash skill activation across chat channels. ([#3466])
|
|
- **skills:** Fix custom skill install permissions. ([#3241])
|
|
- **channels:** Authenticate gateway command requests. ([#2742])
|
|
- **skills:** Surface the offending line and a quoting hint on SKILL.md YAML
|
|
errors. ([#3335])
|
|
- **skills:** Keep skill archive installation off the event loop. ([#3505])
|
|
- **channels:** Ignore hidden control messages when extracting replies.
|
|
([#3270])
|
|
- **channels:** Reload config on channel restart. ([#3514])
|
|
- **channels:** Surface WeCom WebSocket connection failures. ([#3526])
|
|
- **channels:** Close the Discord file handle after upload. ([#3561])
|
|
- **channels:** Require a bound identity for user-owned IM messages. ([#3578])
|
|
- **channels:** Scope IM files and helper commands to the owner. ([#3579])
|
|
- **channels:** Make runtime provider state authoritative. ([#3580])
|
|
- **channels:** Harden runtime credential management APIs. ([#3581])
|
|
- **channels:** Make the channel connect flow deterministic. ([#3582])
|
|
- **channels:** Centralize shared channel retry helpers. ([#3583])
|
|
- **channels:** Add operational guardrails. ([#3584])
|
|
- **channels:** Unsubscribe channel listeners by equality. ([#3608])
|
|
|
|
#### Auth
|
|
- **auth:** Replace setup-status 429 rate limit with a cached response.
|
|
([#2915])
|
|
- **auth:** Persist auto-generated JWT secret so it survives restarts.
|
|
([#2933])
|
|
- **auth:** Align auth-disabled mode with mock history loading. ([#3471])
|
|
|
|
#### Frontend
|
|
- **frontend:** Restore `localhost` fallback for `getGatewayConfig` in prod
|
|
mode. ([#2718])
|
|
- **chat:** Prevent the first user message from being swallowed in new
|
|
conversations. ([#2731])
|
|
- **frontend:** Use backend thread token usage for the header total. ([#2800])
|
|
- **frontend:** Wait for async chat submit before clearing the input.
|
|
([#2940])
|
|
- **frontend:** Resolve login page flickering and the resize-observer loop.
|
|
([#2954])
|
|
- **frontend:** Deduplicate restored thread messages. ([#2958])
|
|
- **frontend:** Avoid duplicate optimistic user message. ([#3002])
|
|
- **frontend:** Hide the copy button for streaming assistant messages.
|
|
([#3176])
|
|
- **frontend:** Show a new thread in the sidebar immediately on creation.
|
|
([#3283])
|
|
- **frontend:** Isolate new chat thread messages. ([#3508])
|
|
- **frontend:** Cap deeply nested list indentation to prevent render crashes.
|
|
([#3393], [#3570])
|
|
- **token-usage:** Dedupe token usage aggregation by message id. ([#2770])
|
|
- **frontend:** Fall back to Streamdown clipboard copy. ([#3397])
|
|
- **frontend:** Remove the Backspace shortcut for deleting prompt attachments.
|
|
([#3410])
|
|
- **frontend:** Restructure the Memory settings toolbar into two rows. ([#3433])
|
|
- **suggestions:** Strip inline `<think>` reasoning before parsing follow-up
|
|
questions. ([#3435])
|
|
- **frontend:** Stop fetching follow-up suggestions when they are disabled.
|
|
([#3599])
|
|
- **frontend:** Paginate the workspace chat list beyond 50 threads. ([#3485])
|
|
- **frontend:** Prevent user message bubble overflow with long unbreakable
|
|
strings. ([#3488])
|
|
- **frontend:** Keep the workspace interactive when the SSR auth probe cannot
|
|
reach the gateway. ([#3495])
|
|
- **frontend:** Render user messages as plain text and cap blockquote nesting.
|
|
([#3502])
|
|
- **frontend:** Reset the active chat after deletion. ([#3519])
|
|
- **frontend:** Improve the mobile workspace layout. ([#3646])
|
|
- **frontend:** Render full content for multi-part AI messages. ([#3649])
|
|
|
|
#### Build, deploy, scripts & config
|
|
- **packaging:** Add `postgres` extra for store/checkpointer support; clarify
|
|
install guidance. ([#2584])
|
|
- **harness:** Resolve runtime paths from the project root. ([#2642])
|
|
- **docker:** Force nginx to resolve upstream names at request time.
|
|
([#2717])
|
|
- **docker:** Default Gateway to a single worker to prevent multi-worker
|
|
breakage. ([#3475])
|
|
- **scripts:** Preserve `uv` extras across `make dev` restarts. ([#2767],
|
|
[#2754])
|
|
- **scripts:** Clean up local nginx on stop. ([#3005])
|
|
- **deploy:** Fall back to `python` / `openssl` when `python3` is absent for
|
|
secret generation. ([#3074])
|
|
- **config:** Make the reload boundary discoverable from code. ([#3144],
|
|
[#3153])
|
|
- **replay-e2e:** Key replay fixtures by caller and conversation. ([#3453])
|
|
- **setup:** Refresh LLM provider wizard defaults. ([#3421])
|
|
- **config:** Coerce null `config.yaml` list sections to an empty list. ([#3434])
|
|
- **scripts:** Exclude runtime state from gateway reload. ([#3426])
|
|
- **scripts:** Create the backend/sandbox dir before the uvicorn reload-exclude.
|
|
([#3460])
|
|
- **scripts:** Stop next-server correctly after `make start-daemon`. ([#3498])
|
|
- **makefile:** Fix per-commit hooks installation. ([#3569])
|
|
- **replay-e2e:** Match replay by conversation, not the living system prompt.
|
|
([#3436])
|
|
|
|
### Changed
|
|
|
|
- **provider (refactor):** Share assistant payload replay matching across
|
|
providers. ([#3307])
|
|
- **lead-agent (refactor):** Make `build_middlewares` public to drop the last
|
|
cross-module private import. ([#3458])
|
|
- **todo (refactor):** Remove the unused completion reminder counter. ([#3530])
|
|
|
|
### Documentation
|
|
|
|
- Document blocking-IO detection usage and maintenance. ([#3233])
|
|
- Clean standalone LangGraph server remnants from docs. ([#3301])
|
|
- Add AI assistance disclosure to the PR template and CONTRIBUTING. ([#3398])
|
|
- Document custom AIO sandbox images. ([#3548])
|
|
|
|
### Internal
|
|
|
|
- **dev:** Add async/thread boundary detector. ([#2936])
|
|
- **runtime:** Add lifecycle end-to-end coverage. ([#2946])
|
|
- **windows:** Add `PYTHONIOENCODING` and `PYTHONUTF8` to backend Makefile
|
|
targets. ([#3069])
|
|
- **blocking-io:** Fail-loud repo-root resolution and shared detector CLI
|
|
shim. ([#3512])
|
|
- **runtime:** Add a Blockbuster runtime anchor for `JsonlRunEventStore` async
|
|
IO. ([#3313])
|
|
- **ci:** Consolidate PR/issue labeling and fix the reviewing-job crash and
|
|
label thrash. ([#3455])
|
|
|
|
[2.0.0]: https://github.com/bytedance/deer-flow/releases/tag/v2.0.0
|
|
|
|
[#2329]: https://github.com/bytedance/deer-flow/pull/2329
|
|
[#2556]: https://github.com/bytedance/deer-flow/pull/2556
|
|
[#2582]: https://github.com/bytedance/deer-flow/pull/2582
|
|
[#2583]: https://github.com/bytedance/deer-flow/pull/2583
|
|
[#2584]: https://github.com/bytedance/deer-flow/pull/2584
|
|
[#2585]: https://github.com/bytedance/deer-flow/pull/2585
|
|
[#2586]: https://github.com/bytedance/deer-flow/pull/2586
|
|
[#2599]: https://github.com/bytedance/deer-flow/pull/2599
|
|
[#2623]: https://github.com/bytedance/deer-flow/pull/2623
|
|
[#2626]: https://github.com/bytedance/deer-flow/pull/2626
|
|
[#2627]: https://github.com/bytedance/deer-flow/pull/2627
|
|
[#2641]: https://github.com/bytedance/deer-flow/pull/2641
|
|
[#2642]: https://github.com/bytedance/deer-flow/pull/2642
|
|
[#2667]: https://github.com/bytedance/deer-flow/pull/2667
|
|
[#2701]: https://github.com/bytedance/deer-flow/pull/2701
|
|
[#2711]: https://github.com/bytedance/deer-flow/pull/2711
|
|
[#2713]: https://github.com/bytedance/deer-flow/pull/2713
|
|
[#2716]: https://github.com/bytedance/deer-flow/pull/2716
|
|
[#2717]: https://github.com/bytedance/deer-flow/pull/2717
|
|
[#2718]: https://github.com/bytedance/deer-flow/pull/2718
|
|
[#2725]: https://github.com/bytedance/deer-flow/pull/2725
|
|
[#2731]: https://github.com/bytedance/deer-flow/pull/2731
|
|
[#2740]: https://github.com/bytedance/deer-flow/pull/2740
|
|
[#2742]: https://github.com/bytedance/deer-flow/pull/2742
|
|
[#2752]: https://github.com/bytedance/deer-flow/pull/2752
|
|
[#2754]: https://github.com/bytedance/deer-flow/pull/2754
|
|
[#2757]: https://github.com/bytedance/deer-flow/pull/2757
|
|
[#2762]: https://github.com/bytedance/deer-flow/pull/2762
|
|
[#2766]: https://github.com/bytedance/deer-flow/pull/2766
|
|
[#2767]: https://github.com/bytedance/deer-flow/pull/2767
|
|
[#2770]: https://github.com/bytedance/deer-flow/pull/2770
|
|
[#2774]: https://github.com/bytedance/deer-flow/pull/2774
|
|
[#2775]: https://github.com/bytedance/deer-flow/pull/2775
|
|
[#2784]: https://github.com/bytedance/deer-flow/pull/2784
|
|
[#2794]: https://github.com/bytedance/deer-flow/pull/2794
|
|
[#2800]: https://github.com/bytedance/deer-flow/pull/2800
|
|
[#2822]: https://github.com/bytedance/deer-flow/pull/2822
|
|
[#2841]: https://github.com/bytedance/deer-flow/pull/2841
|
|
[#2842]: https://github.com/bytedance/deer-flow/pull/2842
|
|
[#2850]: https://github.com/bytedance/deer-flow/pull/2850
|
|
[#2861]: https://github.com/bytedance/deer-flow/pull/2861
|
|
[#2865]: https://github.com/bytedance/deer-flow/pull/2865
|
|
[#2867]: https://github.com/bytedance/deer-flow/pull/2867
|
|
[#2878]: https://github.com/bytedance/deer-flow/pull/2878
|
|
[#2881]: https://github.com/bytedance/deer-flow/pull/2881
|
|
[#2882]: https://github.com/bytedance/deer-flow/pull/2882
|
|
[#2885]: https://github.com/bytedance/deer-flow/pull/2885
|
|
[#2891]: https://github.com/bytedance/deer-flow/pull/2891
|
|
[#2907]: https://github.com/bytedance/deer-flow/pull/2907
|
|
[#2910]: https://github.com/bytedance/deer-flow/pull/2910
|
|
[#2915]: https://github.com/bytedance/deer-flow/pull/2915
|
|
[#2932]: https://github.com/bytedance/deer-flow/pull/2932
|
|
[#2933]: https://github.com/bytedance/deer-flow/pull/2933
|
|
[#2935]: https://github.com/bytedance/deer-flow/pull/2935
|
|
[#2936]: https://github.com/bytedance/deer-flow/pull/2936
|
|
[#2939]: https://github.com/bytedance/deer-flow/pull/2939
|
|
[#2940]: https://github.com/bytedance/deer-flow/pull/2940
|
|
[#2941]: https://github.com/bytedance/deer-flow/pull/2941
|
|
[#2944]: https://github.com/bytedance/deer-flow/pull/2944
|
|
[#2946]: https://github.com/bytedance/deer-flow/pull/2946
|
|
[#2954]: https://github.com/bytedance/deer-flow/pull/2954
|
|
[#2958]: https://github.com/bytedance/deer-flow/pull/2958
|
|
[#2962]: https://github.com/bytedance/deer-flow/pull/2962
|
|
[#2963]: https://github.com/bytedance/deer-flow/pull/2963
|
|
[#2973]: https://github.com/bytedance/deer-flow/pull/2973
|
|
[#2989]: https://github.com/bytedance/deer-flow/pull/2989
|
|
[#3002]: https://github.com/bytedance/deer-flow/pull/3002
|
|
[#3005]: https://github.com/bytedance/deer-flow/pull/3005
|
|
[#3033]: https://github.com/bytedance/deer-flow/pull/3033
|
|
[#3058]: https://github.com/bytedance/deer-flow/pull/3058
|
|
[#3069]: https://github.com/bytedance/deer-flow/pull/3069
|
|
[#3074]: https://github.com/bytedance/deer-flow/pull/3074
|
|
[#3101]: https://github.com/bytedance/deer-flow/pull/3101
|
|
[#3104]: https://github.com/bytedance/deer-flow/pull/3104
|
|
[#3130]: https://github.com/bytedance/deer-flow/pull/3130
|
|
[#3133]: https://github.com/bytedance/deer-flow/pull/3133
|
|
[#3144]: https://github.com/bytedance/deer-flow/pull/3144
|
|
[#3153]: https://github.com/bytedance/deer-flow/pull/3153
|
|
[#3174]: https://github.com/bytedance/deer-flow/pull/3174
|
|
[#3176]: https://github.com/bytedance/deer-flow/pull/3176
|
|
[#3191]: https://github.com/bytedance/deer-flow/pull/3191
|
|
[#3200]: https://github.com/bytedance/deer-flow/pull/3200
|
|
[#3228]: https://github.com/bytedance/deer-flow/pull/3228
|
|
[#3233]: https://github.com/bytedance/deer-flow/pull/3233
|
|
[#3241]: https://github.com/bytedance/deer-flow/pull/3241
|
|
[#3252]: https://github.com/bytedance/deer-flow/pull/3252
|
|
[#3270]: https://github.com/bytedance/deer-flow/pull/3270
|
|
[#3283]: https://github.com/bytedance/deer-flow/pull/3283
|
|
[#3284]: https://github.com/bytedance/deer-flow/pull/3284
|
|
[#3298]: https://github.com/bytedance/deer-flow/pull/3298
|
|
[#3301]: https://github.com/bytedance/deer-flow/pull/3301
|
|
[#3307]: https://github.com/bytedance/deer-flow/pull/3307
|
|
[#3311]: https://github.com/bytedance/deer-flow/pull/3311
|
|
[#3313]: https://github.com/bytedance/deer-flow/pull/3313
|
|
[#3335]: https://github.com/bytedance/deer-flow/pull/3335
|
|
[#3342]: https://github.com/bytedance/deer-flow/pull/3342
|
|
[#3377]: https://github.com/bytedance/deer-flow/pull/3377
|
|
[#3393]: https://github.com/bytedance/deer-flow/pull/3393
|
|
[#3397]: https://github.com/bytedance/deer-flow/pull/3397
|
|
[#3398]: https://github.com/bytedance/deer-flow/pull/3398
|
|
[#3408]: https://github.com/bytedance/deer-flow/pull/3408
|
|
[#3410]: https://github.com/bytedance/deer-flow/pull/3410
|
|
[#3411]: https://github.com/bytedance/deer-flow/pull/3411
|
|
[#3412]: https://github.com/bytedance/deer-flow/pull/3412
|
|
[#3413]: https://github.com/bytedance/deer-flow/pull/3413
|
|
[#3417]: https://github.com/bytedance/deer-flow/pull/3417
|
|
[#3421]: https://github.com/bytedance/deer-flow/pull/3421
|
|
[#3423]: https://github.com/bytedance/deer-flow/pull/3423
|
|
[#3425]: https://github.com/bytedance/deer-flow/pull/3425
|
|
[#3426]: https://github.com/bytedance/deer-flow/pull/3426
|
|
[#3428]: https://github.com/bytedance/deer-flow/pull/3428
|
|
[#3430]: https://github.com/bytedance/deer-flow/pull/3430
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[#3433]: https://github.com/bytedance/deer-flow/pull/3433
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[#3434]: https://github.com/bytedance/deer-flow/pull/3434
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[#3435]: https://github.com/bytedance/deer-flow/pull/3435
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[#3436]: https://github.com/bytedance/deer-flow/pull/3436
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[#3437]: https://github.com/bytedance/deer-flow/pull/3437
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[#3451]: https://github.com/bytedance/deer-flow/pull/3451
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[#3453]: https://github.com/bytedance/deer-flow/pull/3453
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[#3455]: https://github.com/bytedance/deer-flow/pull/3455
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[#3457]: https://github.com/bytedance/deer-flow/pull/3457
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[#3458]: https://github.com/bytedance/deer-flow/pull/3458
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[#3460]: https://github.com/bytedance/deer-flow/pull/3460
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[#3461]: https://github.com/bytedance/deer-flow/pull/3461
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[#3464]: https://github.com/bytedance/deer-flow/pull/3464
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[#3465]: https://github.com/bytedance/deer-flow/pull/3465
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[#3466]: https://github.com/bytedance/deer-flow/pull/3466
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[#3470]: https://github.com/bytedance/deer-flow/pull/3470
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[#3471]: https://github.com/bytedance/deer-flow/pull/3471
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[#3473]: https://github.com/bytedance/deer-flow/pull/3473
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[#3475]: https://github.com/bytedance/deer-flow/pull/3475
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[#3481]: https://github.com/bytedance/deer-flow/pull/3481
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[#3485]: https://github.com/bytedance/deer-flow/pull/3485
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[#3487]: https://github.com/bytedance/deer-flow/pull/3487
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[#3488]: https://github.com/bytedance/deer-flow/pull/3488
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[#3494]: https://github.com/bytedance/deer-flow/pull/3494
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[#3495]: https://github.com/bytedance/deer-flow/pull/3495
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[#3498]: https://github.com/bytedance/deer-flow/pull/3498
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[#3499]: https://github.com/bytedance/deer-flow/pull/3499
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[#3502]: https://github.com/bytedance/deer-flow/pull/3502
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[#3503]: https://github.com/bytedance/deer-flow/pull/3503
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[#3505]: https://github.com/bytedance/deer-flow/pull/3505
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[#3506]: https://github.com/bytedance/deer-flow/pull/3506
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[#3508]: https://github.com/bytedance/deer-flow/pull/3508
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[#3512]: https://github.com/bytedance/deer-flow/pull/3512
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[#3514]: https://github.com/bytedance/deer-flow/pull/3514
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[#3517]: https://github.com/bytedance/deer-flow/pull/3517
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[#3518]: https://github.com/bytedance/deer-flow/pull/3518
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[#3519]: https://github.com/bytedance/deer-flow/pull/3519
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[#3521]: https://github.com/bytedance/deer-flow/pull/3521
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[#3526]: https://github.com/bytedance/deer-flow/pull/3526
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[#3528]: https://github.com/bytedance/deer-flow/pull/3528
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[#3530]: https://github.com/bytedance/deer-flow/pull/3530
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[#3531]: https://github.com/bytedance/deer-flow/pull/3531
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[#3533]: https://github.com/bytedance/deer-flow/pull/3533
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[#3534]: https://github.com/bytedance/deer-flow/pull/3534
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[#3535]: https://github.com/bytedance/deer-flow/pull/3535
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[#3548]: https://github.com/bytedance/deer-flow/pull/3548
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[#3551]: https://github.com/bytedance/deer-flow/pull/3551
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[#3553]: https://github.com/bytedance/deer-flow/pull/3553
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[#3554]: https://github.com/bytedance/deer-flow/pull/3554
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[#3556]: https://github.com/bytedance/deer-flow/pull/3556
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[#3557]: https://github.com/bytedance/deer-flow/pull/3557
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[#3559]: https://github.com/bytedance/deer-flow/pull/3559
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[#3561]: https://github.com/bytedance/deer-flow/pull/3561
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[#3562]: https://github.com/bytedance/deer-flow/pull/3562
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[#3563]: https://github.com/bytedance/deer-flow/pull/3563
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[#3566]: https://github.com/bytedance/deer-flow/pull/3566
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[#3569]: https://github.com/bytedance/deer-flow/pull/3569
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[#3570]: https://github.com/bytedance/deer-flow/pull/3570
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[#3573]: https://github.com/bytedance/deer-flow/pull/3573
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[#3575]: https://github.com/bytedance/deer-flow/pull/3575
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[#3577]: https://github.com/bytedance/deer-flow/pull/3577
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[#3578]: https://github.com/bytedance/deer-flow/pull/3578
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[#3579]: https://github.com/bytedance/deer-flow/pull/3579
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[#3580]: https://github.com/bytedance/deer-flow/pull/3580
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[#3581]: https://github.com/bytedance/deer-flow/pull/3581
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[#3582]: https://github.com/bytedance/deer-flow/pull/3582
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[#3583]: https://github.com/bytedance/deer-flow/pull/3583
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[#3584]: https://github.com/bytedance/deer-flow/pull/3584
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[#3585]: https://github.com/bytedance/deer-flow/pull/3585
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[#3590]: https://github.com/bytedance/deer-flow/pull/3590
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[#3591]: https://github.com/bytedance/deer-flow/pull/3591
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[#3592]: https://github.com/bytedance/deer-flow/pull/3592
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[#3599]: https://github.com/bytedance/deer-flow/pull/3599
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[#3600]: https://github.com/bytedance/deer-flow/pull/3600
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[#3601]: https://github.com/bytedance/deer-flow/pull/3601
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[#3602]: https://github.com/bytedance/deer-flow/pull/3602
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[#3605]: https://github.com/bytedance/deer-flow/pull/3605
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[#3606]: https://github.com/bytedance/deer-flow/pull/3606
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[#3608]: https://github.com/bytedance/deer-flow/pull/3608
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[#3610]: https://github.com/bytedance/deer-flow/pull/3610
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[#3611]: https://github.com/bytedance/deer-flow/pull/3611
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[#3623]: https://github.com/bytedance/deer-flow/pull/3623
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[#3624]: https://github.com/bytedance/deer-flow/pull/3624
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[#3627]: https://github.com/bytedance/deer-flow/pull/3627
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[#3629]: https://github.com/bytedance/deer-flow/pull/3629
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[#3631]: https://github.com/bytedance/deer-flow/pull/3631
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[#3637]: https://github.com/bytedance/deer-flow/pull/3637
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[#3644]: https://github.com/bytedance/deer-flow/pull/3644
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[#3646]: https://github.com/bytedance/deer-flow/pull/3646
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[#3648]: https://github.com/bytedance/deer-flow/pull/3648
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[#3649]: https://github.com/bytedance/deer-flow/pull/3649
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[#3651]: https://github.com/bytedance/deer-flow/pull/3651
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[#3654]: https://github.com/bytedance/deer-flow/pull/3654
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[#3657]: https://github.com/bytedance/deer-flow/pull/3657
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[#3658]: https://github.com/bytedance/deer-flow/pull/3658
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[#3661]: https://github.com/bytedance/deer-flow/pull/3661
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[#3662]: https://github.com/bytedance/deer-flow/pull/3662
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[#3663]: https://github.com/bytedance/deer-flow/pull/3663
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[#3665]: https://github.com/bytedance/deer-flow/pull/3665
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[#3673]: https://github.com/bytedance/deer-flow/pull/3673
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[#3674]: https://github.com/bytedance/deer-flow/pull/3674
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[#3675]: https://github.com/bytedance/deer-flow/pull/3675
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[#3685]: https://github.com/bytedance/deer-flow/pull/3685
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[#3686]: https://github.com/bytedance/deer-flow/pull/3686
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[#3687]: https://github.com/bytedance/deer-flow/pull/3687
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[#3698]: https://github.com/bytedance/deer-flow/pull/3698
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[#3709]: https://github.com/bytedance/deer-flow/pull/3709
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[#3711]: https://github.com/bytedance/deer-flow/pull/3711
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[#3713]: https://github.com/bytedance/deer-flow/pull/3713
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[#3714]: https://github.com/bytedance/deer-flow/pull/3714
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[#3718]: https://github.com/bytedance/deer-flow/pull/3718
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[#3719]: https://github.com/bytedance/deer-flow/pull/3719
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[#3729]: https://github.com/bytedance/deer-flow/pull/3729
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[#3730]: https://github.com/bytedance/deer-flow/pull/3730
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[#3733]: https://github.com/bytedance/deer-flow/pull/3733
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[#3740]: https://github.com/bytedance/deer-flow/pull/3740
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[#3753]: https://github.com/bytedance/deer-flow/pull/3753
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[#3760]: https://github.com/bytedance/deer-flow/pull/3760
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[#3764]: https://github.com/bytedance/deer-flow/pull/3764
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[#3768]: https://github.com/bytedance/deer-flow/pull/3768
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[#3769]: https://github.com/bytedance/deer-flow/pull/3769
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[#3770]: https://github.com/bytedance/deer-flow/pull/3770
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[#3772]: https://github.com/bytedance/deer-flow/pull/3772
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[#3775]: https://github.com/bytedance/deer-flow/pull/3775
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[#3786]: https://github.com/bytedance/deer-flow/pull/3786
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[#3790]: https://github.com/bytedance/deer-flow/pull/3790
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[#3791]: https://github.com/bytedance/deer-flow/pull/3791
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[#3794]: https://github.com/bytedance/deer-flow/pull/3794
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[#3797]: https://github.com/bytedance/deer-flow/pull/3797
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[#3800]: https://github.com/bytedance/deer-flow/pull/3800
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[#3809]: https://github.com/bytedance/deer-flow/pull/3809
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[#3810]: https://github.com/bytedance/deer-flow/pull/3810
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[#3812]: https://github.com/bytedance/deer-flow/pull/3812
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[#3821]: https://github.com/bytedance/deer-flow/pull/3821
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[#3826]: https://github.com/bytedance/deer-flow/pull/3826
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[#3828]: https://github.com/bytedance/deer-flow/pull/3828
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[#3837]: https://github.com/bytedance/deer-flow/pull/3837
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[#3839]: https://github.com/bytedance/deer-flow/pull/3839
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[#3843]: https://github.com/bytedance/deer-flow/pull/3843
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[#3845]: https://github.com/bytedance/deer-flow/pull/3845
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[#3854]: https://github.com/bytedance/deer-flow/pull/3854
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[#3855]: https://github.com/bytedance/deer-flow/pull/3855
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[#3856]: https://github.com/bytedance/deer-flow/pull/3856
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[#3858]: https://github.com/bytedance/deer-flow/pull/3858
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[#3860]: https://github.com/bytedance/deer-flow/pull/3860
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[#3866]: https://github.com/bytedance/deer-flow/pull/3866
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[#3869]: https://github.com/bytedance/deer-flow/pull/3869
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[#3870]: https://github.com/bytedance/deer-flow/pull/3870
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[#3871]: https://github.com/bytedance/deer-flow/pull/3871
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[#3872]: https://github.com/bytedance/deer-flow/pull/3872
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[#3874]: https://github.com/bytedance/deer-flow/pull/3874
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[#3877]: https://github.com/bytedance/deer-flow/pull/3877
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[#3878]: https://github.com/bytedance/deer-flow/pull/3878
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[#3880]: https://github.com/bytedance/deer-flow/pull/3880
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[#3881]: https://github.com/bytedance/deer-flow/pull/3881
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[#3883]: https://github.com/bytedance/deer-flow/pull/3883
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[#3885]: https://github.com/bytedance/deer-flow/pull/3885
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[#3886]: https://github.com/bytedance/deer-flow/pull/3886
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[#3887]: https://github.com/bytedance/deer-flow/pull/3887
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[#3889]: https://github.com/bytedance/deer-flow/pull/3889
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[#3897]: https://github.com/bytedance/deer-flow/pull/3897
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[#3900]: https://github.com/bytedance/deer-flow/pull/3900
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[#3902]: https://github.com/bytedance/deer-flow/pull/3902
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[#3904]: https://github.com/bytedance/deer-flow/pull/3904
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[#3906]: https://github.com/bytedance/deer-flow/pull/3906
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[#3907]: https://github.com/bytedance/deer-flow/pull/3907
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[#3908]: https://github.com/bytedance/deer-flow/pull/3908
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[#3912]: https://github.com/bytedance/deer-flow/pull/3912
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[#3917]: https://github.com/bytedance/deer-flow/pull/3917
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[#3920]: https://github.com/bytedance/deer-flow/pull/3920
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[#3924]: https://github.com/bytedance/deer-flow/pull/3924
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[#3926]: https://github.com/bytedance/deer-flow/pull/3926
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[#3927]: https://github.com/bytedance/deer-flow/pull/3927
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[#3928]: https://github.com/bytedance/deer-flow/pull/3928
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[#3931]: https://github.com/bytedance/deer-flow/pull/3931
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[#3934]: https://github.com/bytedance/deer-flow/pull/3934
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[#3935]: https://github.com/bytedance/deer-flow/pull/3935
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[#3938]: https://github.com/bytedance/deer-flow/pull/3938
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[#3940]: https://github.com/bytedance/deer-flow/pull/3940
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[#3941]: https://github.com/bytedance/deer-flow/pull/3941
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[#3942]: https://github.com/bytedance/deer-flow/pull/3942
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[#3944]: https://github.com/bytedance/deer-flow/pull/3944
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[#3945]: https://github.com/bytedance/deer-flow/pull/3945
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[#3949]: https://github.com/bytedance/deer-flow/pull/3949
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[#3950]: https://github.com/bytedance/deer-flow/pull/3950
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[#3951]: https://github.com/bytedance/deer-flow/pull/3951
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[#3956]: https://github.com/bytedance/deer-flow/pull/3956
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[#3959]: https://github.com/bytedance/deer-flow/pull/3959
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[#3961]: https://github.com/bytedance/deer-flow/pull/3961
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[#3964]: https://github.com/bytedance/deer-flow/pull/3964
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[#3966]: https://github.com/bytedance/deer-flow/pull/3966
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[#3967]: https://github.com/bytedance/deer-flow/pull/3967
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[#3969]: https://github.com/bytedance/deer-flow/pull/3969
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[#3971]: https://github.com/bytedance/deer-flow/pull/3971
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[#3976]: https://github.com/bytedance/deer-flow/pull/3976
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[#3980]: https://github.com/bytedance/deer-flow/pull/3980
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[#3981]: https://github.com/bytedance/deer-flow/pull/3981
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[#3982]: https://github.com/bytedance/deer-flow/pull/3982
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[#3985]: https://github.com/bytedance/deer-flow/pull/3985
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[#3986]: https://github.com/bytedance/deer-flow/pull/3986
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[#3988]: https://github.com/bytedance/deer-flow/pull/3988
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[#3989]: https://github.com/bytedance/deer-flow/pull/3989
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[#3990]: https://github.com/bytedance/deer-flow/pull/3990
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[#3991]: https://github.com/bytedance/deer-flow/pull/3991
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[#3992]: https://github.com/bytedance/deer-flow/pull/3992
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[#3993]: https://github.com/bytedance/deer-flow/pull/3993
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[#3994]: https://github.com/bytedance/deer-flow/pull/3994
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[#3996]: https://github.com/bytedance/deer-flow/pull/3996
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[#4003]: https://github.com/bytedance/deer-flow/pull/4003
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[#4004]: https://github.com/bytedance/deer-flow/pull/4004
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[#4008]: https://github.com/bytedance/deer-flow/pull/4008
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[#4009]: https://github.com/bytedance/deer-flow/pull/4009
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[#4012]: https://github.com/bytedance/deer-flow/pull/4012
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[#4016]: https://github.com/bytedance/deer-flow/pull/4016
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[#4017]: https://github.com/bytedance/deer-flow/pull/4017
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[#4018]: https://github.com/bytedance/deer-flow/pull/4018
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[#4023]: https://github.com/bytedance/deer-flow/pull/4023
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[#4024]: https://github.com/bytedance/deer-flow/pull/4024
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[#4026]: https://github.com/bytedance/deer-flow/pull/4026
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[#4028]: https://github.com/bytedance/deer-flow/pull/4028
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[#4033]: https://github.com/bytedance/deer-flow/pull/4033
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[#4034]: https://github.com/bytedance/deer-flow/pull/4034
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[#4035]: https://github.com/bytedance/deer-flow/pull/4035
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[#4036]: https://github.com/bytedance/deer-flow/pull/4036
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[#4038]: https://github.com/bytedance/deer-flow/pull/4038
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[#4040]: https://github.com/bytedance/deer-flow/pull/4040
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[#4051]: https://github.com/bytedance/deer-flow/pull/4051
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[#4052]: https://github.com/bytedance/deer-flow/pull/4052
|
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[#4053]: https://github.com/bytedance/deer-flow/pull/4053
|
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[#4055]: https://github.com/bytedance/deer-flow/pull/4055
|
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[#4058]: https://github.com/bytedance/deer-flow/pull/4058
|
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[#4059]: https://github.com/bytedance/deer-flow/pull/4059
|
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[#4060]: https://github.com/bytedance/deer-flow/pull/4060
|
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[#4064]: https://github.com/bytedance/deer-flow/pull/4064
|
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[#4065]: https://github.com/bytedance/deer-flow/pull/4065
|
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[#4067]: https://github.com/bytedance/deer-flow/pull/4067
|
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[#4069]: https://github.com/bytedance/deer-flow/pull/4069
|
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[#4072]: https://github.com/bytedance/deer-flow/pull/4072
|
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[#4073]: https://github.com/bytedance/deer-flow/pull/4073
|
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[#4074]: https://github.com/bytedance/deer-flow/pull/4074
|
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[#4076]: https://github.com/bytedance/deer-flow/pull/4076
|
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[#4077]: https://github.com/bytedance/deer-flow/pull/4077
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[#4078]: https://github.com/bytedance/deer-flow/pull/4078
|
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[#4079]: https://github.com/bytedance/deer-flow/pull/4079
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[#4080]: https://github.com/bytedance/deer-flow/pull/4080
|
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[#4081]: https://github.com/bytedance/deer-flow/pull/4081
|
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[#4082]: https://github.com/bytedance/deer-flow/pull/4082
|
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[#4084]: https://github.com/bytedance/deer-flow/pull/4084
|
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[#4085]: https://github.com/bytedance/deer-flow/pull/4085
|
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[#4090]: https://github.com/bytedance/deer-flow/pull/4090
|
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[#4094]: https://github.com/bytedance/deer-flow/pull/4094
|
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[#4095]: https://github.com/bytedance/deer-flow/issues/4095
|
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[#4096]: https://github.com/bytedance/deer-flow/pull/4096
|
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[#4097]: https://github.com/bytedance/deer-flow/pull/4097
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[#4098]: https://github.com/bytedance/deer-flow/pull/4098
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[#4099]: https://github.com/bytedance/deer-flow/pull/4099
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[#4100]: https://github.com/bytedance/deer-flow/pull/4100
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[#4101]: https://github.com/bytedance/deer-flow/pull/4101
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[#4102]: https://github.com/bytedance/deer-flow/pull/4102
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[#4103]: https://github.com/bytedance/deer-flow/pull/4103
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[#4104]: https://github.com/bytedance/deer-flow/pull/4104
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[#4105]: https://github.com/bytedance/deer-flow/pull/4105
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[#4108]: https://github.com/bytedance/deer-flow/pull/4108
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[#4114]: https://github.com/bytedance/deer-flow/pull/4114
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[#4115]: https://github.com/bytedance/deer-flow/pull/4115
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[#4117]: https://github.com/bytedance/deer-flow/pull/4117
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[#4118]: https://github.com/bytedance/deer-flow/pull/4118
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[#4119]: https://github.com/bytedance/deer-flow/pull/4119
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[#4122]: https://github.com/bytedance/deer-flow/pull/4122
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[#4124]: https://github.com/bytedance/deer-flow/pull/4124
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[#4128]: https://github.com/bytedance/deer-flow/pull/4128
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[#4129]: https://github.com/bytedance/deer-flow/pull/4129
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[#4130]: https://github.com/bytedance/deer-flow/pull/4130
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[#4131]: https://github.com/bytedance/deer-flow/pull/4131
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[#4133]: https://github.com/bytedance/deer-flow/pull/4133
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[#4136]: https://github.com/bytedance/deer-flow/pull/4136
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[#4137]: https://github.com/bytedance/deer-flow/pull/4137
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[#4140]: https://github.com/bytedance/deer-flow/pull/4140
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[#4141]: https://github.com/bytedance/deer-flow/pull/4141
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[#4143]: https://github.com/bytedance/deer-flow/pull/4143
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[#4146]: https://github.com/bytedance/deer-flow/pull/4146
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[#4147]: https://github.com/bytedance/deer-flow/pull/4147
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[#4154]: https://github.com/bytedance/deer-flow/pull/4154
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[#4155]: https://github.com/bytedance/deer-flow/pull/4155
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[#4157]: https://github.com/bytedance/deer-flow/pull/4157
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[#4160]: https://github.com/bytedance/deer-flow/pull/4160
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[#4161]: https://github.com/bytedance/deer-flow/pull/4161
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[#4162]: https://github.com/bytedance/deer-flow/pull/4162
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[#4166]: https://github.com/bytedance/deer-flow/pull/4166
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[#4169]: https://github.com/bytedance/deer-flow/pull/4169
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[#4170]: https://github.com/bytedance/deer-flow/pull/4170
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[#4171]: https://github.com/bytedance/deer-flow/pull/4171
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[#4174]: https://github.com/bytedance/deer-flow/pull/4174
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[#4178]: https://github.com/bytedance/deer-flow/pull/4178
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[#4181]: https://github.com/bytedance/deer-flow/pull/4181
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[#4187]: https://github.com/bytedance/deer-flow/pull/4187
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[#4188]: https://github.com/bytedance/deer-flow/pull/4188
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[#4190]: https://github.com/bytedance/deer-flow/pull/4190
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|
[#4192]: https://github.com/bytedance/deer-flow/issues/4192
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|
[#4193]: https://github.com/bytedance/deer-flow/pull/4193
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|
[#4197]: https://github.com/bytedance/deer-flow/pull/4197
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[#4199]: https://github.com/bytedance/deer-flow/pull/4199
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[#4202]: https://github.com/bytedance/deer-flow/pull/4202
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[#4203]: https://github.com/bytedance/deer-flow/pull/4203
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|
[#4208]: https://github.com/bytedance/deer-flow/pull/4208
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|
[#4209]: https://github.com/bytedance/deer-flow/pull/4209
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|
[#4215]: https://github.com/bytedance/deer-flow/pull/4215
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|
[#4217]: https://github.com/bytedance/deer-flow/pull/4217
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|
[#4218]: https://github.com/bytedance/deer-flow/pull/4218
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|
[#4219]: https://github.com/bytedance/deer-flow/pull/4219
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|
[#4222]: https://github.com/bytedance/deer-flow/pull/4222
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|
[#4225]: https://github.com/bytedance/deer-flow/pull/4225
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|
[#4229]: https://github.com/bytedance/deer-flow/pull/4229
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|
[#4230]: https://github.com/bytedance/deer-flow/pull/4230
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|
[#4234]: https://github.com/bytedance/deer-flow/pull/4234
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|
[#4235]: https://github.com/bytedance/deer-flow/pull/4235
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|
[#4238]: https://github.com/bytedance/deer-flow/pull/4238
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|
[#4239]: https://github.com/bytedance/deer-flow/pull/4239
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|
[#4245]: https://github.com/bytedance/deer-flow/pull/4245
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|
[#4246]: https://github.com/bytedance/deer-flow/pull/4246
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|
[#4251]: https://github.com/bytedance/deer-flow/pull/4251
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|
[#4255]: https://github.com/bytedance/deer-flow/pull/4255
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|
[#4256]: https://github.com/bytedance/deer-flow/pull/4256
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|
[#4260]: https://github.com/bytedance/deer-flow/pull/4260
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|
[#4264]: https://github.com/bytedance/deer-flow/pull/4264
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|
[#4267]: https://github.com/bytedance/deer-flow/pull/4267
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|
[#4268]: https://github.com/bytedance/deer-flow/pull/4268
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|
[#4277]: https://github.com/bytedance/deer-flow/pull/4277
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|
[#4278]: https://github.com/bytedance/deer-flow/pull/4278
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|
[#4279]: https://github.com/bytedance/deer-flow/pull/4279
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|
[#4283]: https://github.com/bytedance/deer-flow/pull/4283
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|
[#4287]: https://github.com/bytedance/deer-flow/pull/4287
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|
[#4288]: https://github.com/bytedance/deer-flow/pull/4288
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|
[#4292]: https://github.com/bytedance/deer-flow/pull/4292
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|
[#4306]: https://github.com/bytedance/deer-flow/pull/4306
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|
[#4309]: https://github.com/bytedance/deer-flow/pull/4309
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|
[#4311]: https://github.com/bytedance/deer-flow/pull/4311
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|
[#4315]: https://github.com/bytedance/deer-flow/pull/4315
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|
[#4316]: https://github.com/bytedance/deer-flow/pull/4316
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|
[#4324]: https://github.com/bytedance/deer-flow/issues/4324
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|
[#4326]: https://github.com/bytedance/deer-flow/pull/4326
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|
[#4337]: https://github.com/bytedance/deer-flow/pull/4337
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|
[#4347]: https://github.com/bytedance/deer-flow/pull/4347
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|
[#4348]: https://github.com/bytedance/deer-flow/pull/4348
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|
[#4354]: https://github.com/bytedance/deer-flow/pull/4354
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|
[#4355]: https://github.com/bytedance/deer-flow/pull/4355
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|
[#4356]: https://github.com/bytedance/deer-flow/pull/4356
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|
[#4358]: https://github.com/bytedance/deer-flow/pull/4358
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|
[#4361]: https://github.com/bytedance/deer-flow/pull/4361
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|
[#4364]: https://github.com/bytedance/deer-flow/pull/4364
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|
[#4365]: https://github.com/bytedance/deer-flow/pull/4365
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|
[#4370]: https://github.com/bytedance/deer-flow/pull/4370
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|
[#4371]: https://github.com/bytedance/deer-flow/pull/4371
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|
[#4373]: https://github.com/bytedance/deer-flow/pull/4373
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|
[#4374]: https://github.com/bytedance/deer-flow/pull/4374
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|
[#4376]: https://github.com/bytedance/deer-flow/pull/4376
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|
[#4381]: https://github.com/bytedance/deer-flow/pull/4381
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|
[#4383]: https://github.com/bytedance/deer-flow/pull/4383
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|
[#4385]: https://github.com/bytedance/deer-flow/pull/4385
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|
[#4391]: https://github.com/bytedance/deer-flow/pull/4391
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|
[#4392]: https://github.com/bytedance/deer-flow/pull/4392
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|
[#4394]: https://github.com/bytedance/deer-flow/pull/4394
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|
[#4402]: https://github.com/bytedance/deer-flow/pull/4402
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|
[#4403]: https://github.com/bytedance/deer-flow/pull/4403
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|
[#4407]: https://github.com/bytedance/deer-flow/pull/4407
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|
[#4408]: https://github.com/bytedance/deer-flow/pull/4408
|
|
[#4411]: https://github.com/bytedance/deer-flow/pull/4411
|
|
[#4414]: https://github.com/bytedance/deer-flow/issues/4414
|
|
[#4424]: https://github.com/bytedance/deer-flow/issues/4424
|
|
[#4425]: https://github.com/bytedance/deer-flow/pull/4425
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|
[#4426]: https://github.com/bytedance/deer-flow/pull/4426
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|
[#4430]: https://github.com/bytedance/deer-flow/pull/4430
|
|
[#4431]: https://github.com/bytedance/deer-flow/pull/4431
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|
[#4432]: https://github.com/bytedance/deer-flow/pull/4432
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|
[#4434]: https://github.com/bytedance/deer-flow/pull/4434
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|
[#4437]: https://github.com/bytedance/deer-flow/pull/4437
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|
[#4441]: https://github.com/bytedance/deer-flow/pull/4441
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|
[#4442]: https://github.com/bytedance/deer-flow/pull/4442
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|
[#4444]: https://github.com/bytedance/deer-flow/pull/4444
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|
[#4446]: https://github.com/bytedance/deer-flow/pull/4446
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|
[#4447]: https://github.com/bytedance/deer-flow/pull/4447
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|
[#4450]: https://github.com/bytedance/deer-flow/pull/4450
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|
[#4456]: https://github.com/bytedance/deer-flow/pull/4456
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|
[#4459]: https://github.com/bytedance/deer-flow/pull/4459
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|
[#4460]: https://github.com/bytedance/deer-flow/pull/4460
|
|
[#4468]: https://github.com/bytedance/deer-flow/pull/4468
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|
[#4469]: https://github.com/bytedance/deer-flow/pull/4469
|
|
[#4471]: https://github.com/bytedance/deer-flow/pull/4471
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|
[#4516]: https://github.com/bytedance/deer-flow/pull/4516
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