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Pull requests: bytedance/deer-flow
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fix(workspace-changes): count diff body lines starting with "-- "/"++ "
risk:medium
Medium risk: regular code changes
size/S
PR changes 20-100 lines
#4303
opened Jul 19, 2026 by
chuenchen309
Contributor
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2 of 3 tasks
fix(gateway): handle null config.configurable in _resolve_thread_id
area:backend
Gateway / runtime / core backend under backend/
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/S
PR changes 20-100 lines
#4301
opened Jul 19, 2026 by
chuenchen309
Contributor
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2 of 3 tasks
feat(connector): integrate AnyConnect for third-party app connections
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
area:mcp
Model Context Protocol integration
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/XL
PR changes 700+ lines
#4300
opened Jul 19, 2026 by
zhiyu
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3 of 9 tasks
feat(backend): bound LLM call concurrency and shed burst-rate (429) retries
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
reviewing
A maintainer is reviewing this PR
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/XL
PR changes 700+ lines
#4294
opened Jul 19, 2026 by
WillemJiang
Collaborator
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3 of 9 tasks
feat(checkpoint): dual-mode checkpoint storage with LangGraph DeltaChannel
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:ci
GitHub Actions, CI config, repo tooling
area:deps
Dependency manifests / lockfiles
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/XL
PR changes 700+ lines
#4292
opened Jul 19, 2026 by
Vanzeren
Collaborator
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4 of 9 tasks
fix(gateway): correct GitHub auto-retry claim in webhook route docs
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/S
PR changes 20-100 lines
#4289
opened Jul 18, 2026 by
DaoyuanLi2816
Contributor
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1 of 8 tasks
Feat/memory template externalization
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/XL
PR changes 700+ lines
#4286
opened Jul 18, 2026 by
lllyfff
Contributor
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1 of 8 tasks
feat(frontend): restore per-thread composer drafts
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
needs-validation
Touches front/back contract surface; needs real-path validation
risk:medium
Medium risk: regular code changes
size/XL
PR changes 700+ lines
#4282
opened Jul 18, 2026 by
18062706139fcz
Collaborator
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feat(memory): add incremental agent-scoped Markdown fact storage
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/XL
PR changes 700+ lines
#4279
opened Jul 18, 2026 by
RongfuShuiping
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3 of 9 tasks
fix(channels): verify standalone-comment shape closes PR #4131 Concern 3
area:backend
Gateway / runtime / core backend under backend/
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/M
PR changes 100-300 lines
#4276
opened Jul 18, 2026 by
DaoyuanLi2816
Contributor
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fix(backend): remove transient image context after model calls
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/M
PR changes 100-300 lines
#4267
opened Jul 17, 2026 by
March-77
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3 of 9 tasks
fix(frontend): prevent streamed word animation replay
area:deps
Dependency manifests / lockfiles
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/L
PR changes 300-700 lines
#4266
opened Jul 17, 2026 by
March-77
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4 of 9 tasks
feat(skillscan): detect exfil through instance/dataflow network clients
area:docs
Documentation and Markdown only
area:skills
Skills under skills/ or the skills harness
risk:medium
Medium risk: regular code changes
size/XL
PR changes 700+ lines
#4265
opened Jul 17, 2026 by
AnnaSuSu
Collaborator
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2 tasks done
fix(sandbox): sync DEERFLOW_USER_ID prefix ordering in bash_tool tests
area:sandbox
Sandboxed execution and docker/
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/S
PR changes 20-100 lines
#4259
opened Jul 17, 2026 by
wangzhengxi
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9 tasks
fix(frontend): remove production API debug logs
area:frontend
Next.js frontend under frontend/
needs-validation
Touches front/back contract surface; needs real-path validation
risk:medium
Medium risk: regular code changes
size/XS
PR changes < 20 lines
#4258
opened Jul 17, 2026 by
luojiyin1987
Contributor
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fix(sandbox): make an empty old_str a no-op in str_replace on any file
area:sandbox
Sandboxed execution and docker/
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/S
PR changes 20-100 lines
#4256
opened Jul 17, 2026 by
chuenchen309
Contributor
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2 tasks done
fix(skills): don't attach model tracing to the in-graph skill security scan
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:skills
Skills under skills/ or the skills harness
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/M
PR changes 100-300 lines
#4252
opened Jul 17, 2026 by
AnnaSuSu
Collaborator
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4 of 9 tasks
feat(extensions): first-class optional hook for identity/memory providers (reference: Lithtrix)
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
area:skills
Skills under skills/ or the skills harness
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/L
PR changes 300-700 lines
#4249
opened Jul 17, 2026 by
learningloons-hash
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fix(mcp): use threading.Lock for OAuth token refresh to avoid cross-thread deadlock
area:mcp
Model Context Protocol integration
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#4240
opened Jul 16, 2026 by
DaoyuanLi2816
Contributor
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fix(harness): add timeout to invoke_acp_agent to prevent indefinite hangs
area:backend
Gateway / runtime / core backend under backend/
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#4238
opened Jul 16, 2026 by
DaoyuanLi2816
Contributor
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fix(feishu): check response.success() on card/reaction SDK calls
area:backend
Gateway / runtime / core backend under backend/
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#4234
opened Jul 16, 2026 by
DaoyuanLi2816
Contributor
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fix(memory): reject consolidation decisions that mix source categories
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
needs-validation
Touches front/back contract surface; needs real-path validation
risk:high
High risk: backend API, agents, sandbox, auth, deps, CI
size/M
PR changes 100-300 lines
#4233
opened Jul 16, 2026 by
DaoyuanLi2816
Contributor
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2 of 8 tasks
fix: harden Postgres async engine with pool_recycle and command_timeout to stop stale-connection 504s
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#4230
opened Jul 16, 2026 by
mvanhorn
Contributor
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2 of 9 tasks
feat(skills): publish stock-chan-analysis to skills/public
area:docs
Documentation and Markdown only
area:skills
Skills under skills/ or the skills harness
risk:medium
Medium risk: regular code changes
size/XL
PR changes 700+ lines
#4228
opened Jul 16, 2026 by
Richard8610
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1 of 2 tasks
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