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98127f5845
* bump the version of deer-flow to 2.0.0 * Added CHANGELOG to the release branch * Update the changelogs files with the latest changes
521 lines
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Markdown
521 lines
26 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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## [2.0.0] — 2026-06-15
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DeerFlow 2.0 is a ground-up rewrite around a "super agent" harness with
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sub-agents, persistent memory, sandbox execution, and an extensible
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skills/tools system. It shares no code with the 1.x line, which now lives on
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the [`main-1.x` branch](https://github.com/bytedance/deer-flow/tree/main-1.x).
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This release closes [milestone 2.0.0](https://github.com/bytedance/deer-flow/milestone/1)
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with **180 merged pull requests** since the first 2.0 milestone tag.
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### ⚠ Breaking changes
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- **harness:** Hydrate runs from `RunStore` and persist interrupted status. Run
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cancellation/multitask semantics now require a working RunStore on the
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worker that owns the run; cross-worker cancels return 409 instead of
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silently appearing successful. ([#2932])
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### Added
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#### Agents & runtime
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- **agent:** Custom-agent self-updates with user isolation — agents can persist
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edits to their own `SOUL.md` / `config.yaml` from inside a normal chat.
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([#2713])
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- **loop-detection:** Make loop detection configurable with per-tool frequency
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overrides; keep configurable on/off switch. ([#2586], [#2711])
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- **loop-detection:** Defer warning injection so detector pairs cleanly with
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tool-call lifecycle. ([#2752])
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- **run:** Propagate `model_name` from the gateway request through the runtime
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and persistence stack into the SQLite-backed store. ([#2775])
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- **subagents:** Stream subagent token usage to the header via terminal task
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events. ([#2882])
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- **memory:** Add `memory.token_counting` config to opt out of tiktoken for
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network-restricted deployments. ([#3465])
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- **suggest:** Make AI follow-up question suggestions optional. ([#3591])
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#### Models & integrations
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- **models:** Add StepFun reasoning model adapter. ([#3461])
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- **community:** Add Brave Search web search tool. ([#3528])
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- **channels:** Enhance Discord with mention-only mode, thread routing, and
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typing indicators. ([#2842])
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- **im:** Add user-owned IM channel connections — users can bind their own
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Slack/Telegram/Discord/Feishu/DingTalk/WeChat/WeCom accounts on top of the
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operator-configured bots. ([#3487])
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- **models:** Add patched MiMo reasoning content support. ([#3298])
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- **models:** Add MiniMax provider for image/video/podcast skills plus a new
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music-generation skill. ([#3437])
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- **community:** Add SearXNG and Browserless web search/fetch tools. ([#3451])
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- **community:** Add Serper Google Images provider for `image_search`. ([#3575])
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- **channels:** Stream Telegram agent replies by editing the placeholder
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message in place. ([#3534])
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#### Observability
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- **trace:** Set the LangGraph trace name to `lead_agent` (or the custom
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agent's `agent_name`) for cleaner Langfuse/LangSmith traces. ([#3101])
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- **frontend:** Refine token usage display modes. ([#2329])
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- **defaults:** Enable token usage tracking by default. ([#2841])
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- **defaults:** Raise default summarization trigger threshold. ([#3174])
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- **trace:** Attribute subagent spans to the parent thread's Langfuse trace.
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([#3611])
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#### Skills
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- **skill:** Add `blocking-io-guard` skill for blocking-IO triage and runtime
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anchors. ([#3503])
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- **skill:** Add maintainer issue and PR workflow skill. ([#3554])
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- **skill:** Strengthen the maintainer orchestrator review workflow. ([#3606])
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### Performance
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- **harness:** Push thread metadata filters into SQL instead of post-filtering
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in Python. ([#2865])
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- **runtime:** Index runs by `thread_id` to avoid O(n) scans in `RunManager`.
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([#3499])
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- **runtime:** Index messages in `MemoryRunEventStore` to avoid O(n) scans.
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([#3531])
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- **persistence:** Cache `Base.to_dict` column reflection per class. ([#3654])
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- **sandbox:** Speed up `should_ignore_name` in glob/grep walks. ([#3657])
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### Security
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- **upload:** Reject symlinked upload destinations. ([#2623])
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- **uploads:** Add Windows support for safe symlink-protected uploads.
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([#2794])
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- **mcp:** Mask sensitive values in MCP config API responses. ([#2667])
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- **mcp:** Harden the MCP config endpoint against malformed input. ([#3425])
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- **auth:** Reject cross-site auth POSTs. ([#2740])
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- **gateway:** Cap skill artifact preview decompression to prevent
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zip-bomb-style abuse. ([#2963])
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- **sandbox:** Mount the host Docker socket only in aio (DooD) sandbox mode.
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([#3517])
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- **sandbox:** Do not bind-mount host CLI auth dirs by default. ([#3521])
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### Fixed
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#### Runtime, gateway & persistence
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- **runtime:** Rollback restore checkpoint now supersedes newer checkpoints.
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([#2582])
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- **runtime:** Persist run message summaries. ([#2850])
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- **runtime:** Bound `write_file` execution-failure observations to keep
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failure traces from blowing out the context. ([#3133])
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- **runtime:** Protect the sync singleton's init and reset paths. ([#3413])
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- **runtime:** Avoid PostgreSQL aggregate `FOR UPDATE` on run events.
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([#2962])
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- **runs:** Restore historical runs from persistent store after a gateway
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restart. ([#2989])
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- **gateway:** Return ISO 8601 timestamps from threads endpoints. ([#2599])
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- **gateway:** Make cancel idempotent for already-interrupted runs. ([#3058])
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- **gateway:** Split `stream_existing_run` into per-method routes for unique
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OpenAPI `operationId`s. ([#3228])
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- **events:** Serialize structured DB event content. ([#2762])
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- **persistence:** Emit timezone-aware timestamps from SQLite-backed stores.
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([#3130])
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- **persistence:** Reuse token usage model grouping expression. ([#2910])
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- **runs:** Ignore stale run reconnect conflicts. ([#3284])
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- **nginx:** Defer CORS to the gateway allowlist instead of double-applying it.
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([#2861])
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- **persistence:** Fix runtime journal run lifecycle events. ([#3470])
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- **gateway:** Enforce thread ownership on stateless run endpoints. ([#3473])
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- **runtime:** Propagate interrupt through SSE values events for the LangGraph
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SDK. ([#3605])
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- **serialization:** Strip base64 image data from streamed values events.
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([#3631])
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- **history:** Strip base64 image data from REST endpoint responses. ([#3535])
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- **gateway:** Attribute token usage to the actual models. ([#3658])
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#### Agents, subagents & middleware
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- **subagents:** Make subagent timeout terminal state atomic. ([#2583])
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- **subagents:** Use model override for tools and middleware. ([#2641])
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- **subagents:** Consolidate `system_prompt` and skills into a single
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`SystemMessage`. ([#2701])
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- **subagent:** Isolate subagents from the parent run's checkpointer.
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([#3559])
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- **agents:** Make `update_agent` honor `runtime.context` `user_id` like
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`setup_agent` does. ([#2867])
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- **agents:** Resolve duplicate `todos` channel type conflict in
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`TodoMiddleware`. ([#3200])
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- **agents:** Offload blocking filesystem IO in the custom-agent router off
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the event loop. ([#3457])
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- **agents:** Keep new agent bootstrap in user scope. ([#2784])
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- **loop-detection:** Keep tool-call pairing on warn injection. ([#2725])
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- **middleware:** Sync raw tool-call metadata. ([#2757])
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- **middleware:** Handle invalid tool calls in dangling pairing middleware.
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([#2891])
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- **middleware:** Prevent todo completion reminder IM-message leak. ([#2907])
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- **middleware:** Normalize tool result adjacency before model calls.
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([#2939])
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- **agents:** Require `config.yaml` in `resolve_agent_dir` to skip memory-only
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directories. ([#3481])
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- **agents:** Sync `agent_name` across context/configurable and reject empty
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soul. ([#3553])
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- **middleware:** Offload the uploads scan in `UploadsMiddleware` off the event
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loop. ([#3311])
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- **middleware:** Offload memory injection off the event loop to prevent
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tiktoken blocking. ([#3411])
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- **middleware:** Externalize oversized tool output into the sandbox for
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non-mounted sandboxes. ([#3417])
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- **middleware:** Preserve the sandbox reducer in middleware state. ([#3629])
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- **subagents:** Raise general-purpose `max_turns` to 150 and default timeout to
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30 min. ([#3610])
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#### Memory & tracing
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- **memory:** Replace short-lived `asyncio.run()` with a persistent event
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loop. ([#2627])
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- **memory:** Isolate queued memory updates by agent. ([#2941])
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- **memory:** Parse wrapped memory-update JSON responses. ([#3252])
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- **tracing:** Propagate `session_id` and `user_id` into Langfuse traces.
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([#2944])
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- **trace:** Decode unicode escape sequences in non-ASCII memory trace info.
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([#3104])
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#### Tools, sandbox & MCP
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- **mcp:** Fix env resolution in MCP config lists. ([#2556])
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- **models:** Record Codex token usage in `usage_metadata`. ([#2585])
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- **sandbox:** Supplement `list_running` in `RemoteSandboxBackend`. ([#2716])
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- **sandbox:** Disable MSYS path conversion for Git Bash on Windows.
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([#2766])
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- **sandbox:** Avoid blocking sandbox readiness polling. ([#2822])
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- **sandbox:** Uphold the `/mnt/user-data` contract at the `Sandbox` API
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boundary. ([#2881])
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- **sandbox:** Scope provisioner PVC data by user. ([#2973])
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- **sandbox:** Merge idempotent sandbox state updates. ([#3518])
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- **tools:** Introduce `Runtime` type alias to eliminate Pydantic serialization
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warnings. ([#2774])
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- **tools:** Preserve `tool_search` promotions across re-entrant
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`get_available_tools`. ([#2885])
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- **harness:** Wrap async-only config tools for sync client execution.
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([#2878])
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- **harness:** Wrap all async-only tools for sync clients. ([#2935])
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- **tool-search:** Reliably hide deferred MCP schemas by removing the
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ContextVar. ([#3342])
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- **search:** Fix DDGS Wikipedia region handling. ([#3423])
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- **web_fetch:** Support a proxy for the Jina reader in restricted networks.
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([#3430])
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- **sandbox:** Persist lazily-acquired sandbox state via `Command`. ([#3464])
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- **sandbox:** Fix stale AIO sandbox cache reuse. ([#3494])
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- **sandbox:** Create a shell session before retrying on a fresh id. ([#3577])
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- **sandbox:** Stop flagging string-literal path fragments as unsafe absolute
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paths. ([#3623])
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- **sandbox:** Return an actionable hint when `read_file` hits a binary file.
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([#3624])
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- **mcp:** Make stdio MCP-produced files resolvable via virtual sandbox paths.
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([#3600])
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- **mcp:** Surface admin-required state on the settings tools page. ([#3533])
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- **mcp:** Add a tools cache reset endpoint. ([#3602])
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- **uploads:** Fix the upload file size contract. ([#3408])
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#### Skills & channels
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- **skills:** Enforce `allowed-tools` metadata. ([#2626])
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- **skills:** Harden slash skill activation across chat channels. ([#3466])
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- **skills:** Fix custom skill install permissions. ([#3241])
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- **channels:** Authenticate gateway command requests. ([#2742])
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- **skills:** Surface the offending line and a quoting hint on SKILL.md YAML
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errors. ([#3335])
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- **skills:** Keep skill archive installation off the event loop. ([#3505])
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- **channels:** Ignore hidden control messages when extracting replies.
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([#3270])
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- **channels:** Reload config on channel restart. ([#3514])
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- **channels:** Surface WeCom WebSocket connection failures. ([#3526])
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- **channels:** Close the Discord file handle after upload. ([#3561])
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- **channels:** Require a bound identity for user-owned IM messages. ([#3578])
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- **channels:** Scope IM files and helper commands to the owner. ([#3579])
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- **channels:** Make runtime provider state authoritative. ([#3580])
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- **channels:** Harden runtime credential management APIs. ([#3581])
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- **channels:** Make the channel connect flow deterministic. ([#3582])
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- **channels:** Centralize shared channel retry helpers. ([#3583])
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- **channels:** Add operational guardrails. ([#3584])
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- **channels:** Unsubscribe channel listeners by equality. ([#3608])
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#### Auth
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- **auth:** Replace setup-status 429 rate limit with a cached response.
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([#2915])
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- **auth:** Persist auto-generated JWT secret so it survives restarts.
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([#2933])
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- **auth:** Align auth-disabled mode with mock history loading. ([#3471])
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#### Frontend
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- **frontend:** Restore `localhost` fallback for `getGatewayConfig` in prod
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mode. ([#2718])
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- **chat:** Prevent the first user message from being swallowed in new
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conversations. ([#2731])
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- **frontend:** Use backend thread token usage for the header total. ([#2800])
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- **frontend:** Wait for async chat submit before clearing the input.
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([#2940])
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- **frontend:** Resolve login page flickering and the resize-observer loop.
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([#2954])
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- **frontend:** Deduplicate restored thread messages. ([#2958])
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- **frontend:** Avoid duplicate optimistic user message. ([#3002])
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- **frontend:** Hide the copy button for streaming assistant messages.
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([#3176])
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- **frontend:** Show a new thread in the sidebar immediately on creation.
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([#3283])
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- **frontend:** Isolate new chat thread messages. ([#3508])
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- **frontend:** Cap deeply nested list indentation to prevent render crashes.
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([#3393], [#3570])
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- **token-usage:** Dedupe token usage aggregation by message id. ([#2770])
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- **frontend:** Fall back to Streamdown clipboard copy. ([#3397])
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- **frontend:** Remove the Backspace shortcut for deleting prompt attachments.
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([#3410])
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- **frontend:** Restructure the Memory settings toolbar into two rows. ([#3433])
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- **suggestions:** Strip inline `<think>` reasoning before parsing follow-up
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questions. ([#3435])
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- **frontend:** Stop fetching follow-up suggestions when they are disabled.
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([#3599])
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- **frontend:** Paginate the workspace chat list beyond 50 threads. ([#3485])
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- **frontend:** Prevent user message bubble overflow with long unbreakable
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strings. ([#3488])
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- **frontend:** Keep the workspace interactive when the SSR auth probe cannot
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reach the gateway. ([#3495])
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- **frontend:** Render user messages as plain text and cap blockquote nesting.
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([#3502])
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- **frontend:** Reset the active chat after deletion. ([#3519])
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- **frontend:** Improve the mobile workspace layout. ([#3646])
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- **frontend:** Render full content for multi-part AI messages. ([#3649])
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#### Build, deploy, scripts & config
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- **packaging:** Add `postgres` extra for store/checkpointer support; clarify
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install guidance. ([#2584])
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- **harness:** Resolve runtime paths from the project root. ([#2642])
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- **docker:** Force nginx to resolve upstream names at request time.
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([#2717])
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- **docker:** Default Gateway to a single worker to prevent multi-worker
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breakage. ([#3475])
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- **scripts:** Preserve `uv` extras across `make dev` restarts. ([#2767],
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[#2754])
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- **scripts:** Clean up local nginx on stop. ([#3005])
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- **deploy:** Fall back to `python` / `openssl` when `python3` is absent for
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secret generation. ([#3074])
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- **config:** Make the reload boundary discoverable from code. ([#3144],
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[#3153])
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- **replay-e2e:** Key replay fixtures by caller and conversation. ([#3453])
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- **setup:** Refresh LLM provider wizard defaults. ([#3421])
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- **config:** Coerce null `config.yaml` list sections to an empty list. ([#3434])
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- **scripts:** Exclude runtime state from gateway reload. ([#3426])
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- **scripts:** Create the backend/sandbox dir before the uvicorn reload-exclude.
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([#3460])
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- **scripts:** Stop next-server correctly after `make start-daemon`. ([#3498])
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- **makefile:** Fix per-commit hooks installation. ([#3569])
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- **replay-e2e:** Match replay by conversation, not the living system prompt.
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([#3436])
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### Changed
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- **provider (refactor):** Share assistant payload replay matching across
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providers. ([#3307])
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- **lead-agent (refactor):** Make `build_middlewares` public to drop the last
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cross-module private import. ([#3458])
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- **todo (refactor):** Remove the unused completion reminder counter. ([#3530])
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### Documentation
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- Document blocking-IO detection usage and maintenance. ([#3233])
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- Clean standalone LangGraph server remnants from docs. ([#3301])
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- Add AI assistance disclosure to the PR template and CONTRIBUTING. ([#3398])
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- Document custom AIO sandbox images. ([#3548])
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### Internal
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- **dev:** Add async/thread boundary detector. ([#2936])
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- **runtime:** Add lifecycle end-to-end coverage. ([#2946])
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- **windows:** Add `PYTHONIOENCODING` and `PYTHONUTF8` to backend Makefile
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targets. ([#3069])
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- **blocking-io:** Fail-loud repo-root resolution and shared detector CLI
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shim. ([#3512])
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- **runtime:** Add a Blockbuster runtime anchor for `JsonlRunEventStore` async
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IO. ([#3313])
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- **ci:** Consolidate PR/issue labeling and fix the reviewing-job crash and
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label thrash. ([#3455])
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[2.0.0]: https://github.com/bytedance/deer-flow/releases/tag/v2.0.0
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[#2329]: https://github.com/bytedance/deer-flow/pull/2329
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[#2556]: https://github.com/bytedance/deer-flow/pull/2556
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[#2582]: https://github.com/bytedance/deer-flow/pull/2582
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[#2583]: https://github.com/bytedance/deer-flow/pull/2583
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[#2584]: https://github.com/bytedance/deer-flow/pull/2584
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[#2585]: https://github.com/bytedance/deer-flow/pull/2585
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[#2586]: https://github.com/bytedance/deer-flow/pull/2586
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[#2599]: https://github.com/bytedance/deer-flow/pull/2599
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[#2623]: https://github.com/bytedance/deer-flow/pull/2623
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[#2626]: https://github.com/bytedance/deer-flow/pull/2626
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[#2627]: https://github.com/bytedance/deer-flow/pull/2627
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[#2641]: https://github.com/bytedance/deer-flow/pull/2641
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[#2642]: https://github.com/bytedance/deer-flow/pull/2642
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[#2667]: https://github.com/bytedance/deer-flow/pull/2667
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[#2701]: https://github.com/bytedance/deer-flow/pull/2701
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[#2711]: https://github.com/bytedance/deer-flow/pull/2711
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[#2713]: https://github.com/bytedance/deer-flow/pull/2713
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[#2716]: https://github.com/bytedance/deer-flow/pull/2716
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[#2717]: https://github.com/bytedance/deer-flow/pull/2717
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[#2718]: https://github.com/bytedance/deer-flow/pull/2718
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[#2725]: https://github.com/bytedance/deer-flow/pull/2725
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[#2731]: https://github.com/bytedance/deer-flow/pull/2731
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[#2740]: https://github.com/bytedance/deer-flow/pull/2740
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[#2742]: https://github.com/bytedance/deer-flow/pull/2742
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[#2752]: https://github.com/bytedance/deer-flow/pull/2752
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[#2754]: https://github.com/bytedance/deer-flow/pull/2754
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[#2757]: https://github.com/bytedance/deer-flow/pull/2757
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[#2762]: https://github.com/bytedance/deer-flow/pull/2762
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[#2766]: https://github.com/bytedance/deer-flow/pull/2766
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[#2767]: https://github.com/bytedance/deer-flow/pull/2767
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[#2770]: https://github.com/bytedance/deer-flow/pull/2770
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[#2774]: https://github.com/bytedance/deer-flow/pull/2774
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[#2775]: https://github.com/bytedance/deer-flow/pull/2775
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[#2784]: https://github.com/bytedance/deer-flow/pull/2784
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[#2794]: https://github.com/bytedance/deer-flow/pull/2794
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[#2800]: https://github.com/bytedance/deer-flow/pull/2800
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[#2822]: https://github.com/bytedance/deer-flow/pull/2822
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[#2841]: https://github.com/bytedance/deer-flow/pull/2841
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[#2842]: https://github.com/bytedance/deer-flow/pull/2842
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[#2850]: https://github.com/bytedance/deer-flow/pull/2850
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[#2861]: https://github.com/bytedance/deer-flow/pull/2861
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[#2865]: https://github.com/bytedance/deer-flow/pull/2865
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[#2867]: https://github.com/bytedance/deer-flow/pull/2867
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[#2878]: https://github.com/bytedance/deer-flow/pull/2878
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[#2881]: https://github.com/bytedance/deer-flow/pull/2881
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[#2882]: https://github.com/bytedance/deer-flow/pull/2882
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[#2885]: https://github.com/bytedance/deer-flow/pull/2885
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[#2891]: https://github.com/bytedance/deer-flow/pull/2891
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[#2907]: https://github.com/bytedance/deer-flow/pull/2907
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[#2910]: https://github.com/bytedance/deer-flow/pull/2910
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[#2915]: https://github.com/bytedance/deer-flow/pull/2915
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[#2932]: https://github.com/bytedance/deer-flow/pull/2932
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[#2933]: https://github.com/bytedance/deer-flow/pull/2933
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[#2935]: https://github.com/bytedance/deer-flow/pull/2935
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[#2936]: https://github.com/bytedance/deer-flow/pull/2936
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[#2939]: https://github.com/bytedance/deer-flow/pull/2939
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[#2940]: https://github.com/bytedance/deer-flow/pull/2940
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[#2941]: https://github.com/bytedance/deer-flow/pull/2941
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[#2944]: https://github.com/bytedance/deer-flow/pull/2944
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[#2946]: https://github.com/bytedance/deer-flow/pull/2946
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[#2954]: https://github.com/bytedance/deer-flow/pull/2954
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[#2958]: https://github.com/bytedance/deer-flow/pull/2958
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[#2962]: https://github.com/bytedance/deer-flow/pull/2962
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[#2963]: https://github.com/bytedance/deer-flow/pull/2963
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[#2973]: https://github.com/bytedance/deer-flow/pull/2973
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[#2989]: https://github.com/bytedance/deer-flow/pull/2989
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[#3002]: https://github.com/bytedance/deer-flow/pull/3002
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[#3005]: https://github.com/bytedance/deer-flow/pull/3005
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[#3058]: https://github.com/bytedance/deer-flow/pull/3058
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[#3069]: https://github.com/bytedance/deer-flow/pull/3069
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[#3074]: https://github.com/bytedance/deer-flow/pull/3074
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[#3101]: https://github.com/bytedance/deer-flow/pull/3101
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[#3104]: https://github.com/bytedance/deer-flow/pull/3104
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[#3130]: https://github.com/bytedance/deer-flow/pull/3130
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[#3133]: https://github.com/bytedance/deer-flow/pull/3133
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[#3144]: https://github.com/bytedance/deer-flow/pull/3144
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[#3153]: https://github.com/bytedance/deer-flow/pull/3153
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[#3174]: https://github.com/bytedance/deer-flow/pull/3174
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[#3176]: https://github.com/bytedance/deer-flow/pull/3176
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[#3200]: https://github.com/bytedance/deer-flow/pull/3200
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[#3228]: https://github.com/bytedance/deer-flow/pull/3228
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[#3233]: https://github.com/bytedance/deer-flow/pull/3233
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[#3241]: https://github.com/bytedance/deer-flow/pull/3241
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[#3252]: https://github.com/bytedance/deer-flow/pull/3252
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[#3270]: https://github.com/bytedance/deer-flow/pull/3270
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[#3283]: https://github.com/bytedance/deer-flow/pull/3283
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[#3284]: https://github.com/bytedance/deer-flow/pull/3284
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[#3298]: https://github.com/bytedance/deer-flow/pull/3298
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[#3301]: https://github.com/bytedance/deer-flow/pull/3301
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[#3307]: https://github.com/bytedance/deer-flow/pull/3307
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[#3311]: https://github.com/bytedance/deer-flow/pull/3311
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[#3313]: https://github.com/bytedance/deer-flow/pull/3313
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[#3335]: https://github.com/bytedance/deer-flow/pull/3335
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[#3342]: https://github.com/bytedance/deer-flow/pull/3342
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[#3393]: https://github.com/bytedance/deer-flow/pull/3393
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[#3397]: https://github.com/bytedance/deer-flow/pull/3397
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[#3398]: https://github.com/bytedance/deer-flow/pull/3398
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[#3408]: https://github.com/bytedance/deer-flow/pull/3408
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[#3410]: https://github.com/bytedance/deer-flow/pull/3410
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[#3411]: https://github.com/bytedance/deer-flow/pull/3411
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[#3413]: https://github.com/bytedance/deer-flow/pull/3413
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[#3417]: https://github.com/bytedance/deer-flow/pull/3417
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[#3421]: https://github.com/bytedance/deer-flow/pull/3421
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[#3423]: https://github.com/bytedance/deer-flow/pull/3423
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[#3425]: https://github.com/bytedance/deer-flow/pull/3425
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[#3426]: https://github.com/bytedance/deer-flow/pull/3426
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[#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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[#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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[#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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[#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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[#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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[#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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[#3591]: https://github.com/bytedance/deer-flow/pull/3591
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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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[#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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[#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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[#3646]: https://github.com/bytedance/deer-flow/pull/3646
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[#3649]: https://github.com/bytedance/deer-flow/pull/3649
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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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