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Pull requests: bytedance/deer-flow
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fix(subagents): harden background-task registry and capacity snapshot edge cases
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
#5086
opened Aug 29, 2026 by
hata33
Contributor
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fix(mcp): reject unsafe request-scoped header values
area:mcp
Model Context Protocol integration
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
fix(runtime): harden model response recovery at provider boundaries
area:agents
Agents, subagents, graph wiring, prompts, langgraph.json
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/XL
PR changes 700+ lines
#5080
opened Aug 28, 2026 by
0xzkslr-ai
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2 tasks done
feat(shares): secure read-only conversation sharing — backend (#4548)
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
area:sandbox
Sandboxed execution and docker/
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
#5078
opened Aug 28, 2026 by
sunshine-lang
Contributor
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fix: enforce custom agent skill allowlists in sandboxes
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:sandbox
Sandboxed execution and docker/
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/XL
PR changes 700+ lines
#5077
opened Aug 28, 2026 by
AnnaSuSu
Collaborator
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5 of 9 tasks
fix(runtime): run-registry memory leak — evict finished runs after finalization
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
risk:medium
Medium risk: regular code changes
size/L
PR changes 300-700 lines
#5070
opened Aug 27, 2026 by
0verL1nk
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fix(subagents): clean up background task entry on unexpected poller exit
area:backend
Gateway / runtime / core backend under backend/
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#5069
opened Aug 27, 2026 by
hata33
Contributor
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fix(mcp): reject credentials that cannot travel as HTTP header values
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
area:mcp
Model Context Protocol integration
risk:medium
Medium risk: regular code changes
size/L
PR changes 300-700 lines
fix(mcp): MCP cache re-initialization broken by cross-loop asyncio.Lock
area:mcp
Model Context Protocol integration
risk:medium
Medium risk: regular code changes
size/M
PR changes 100-300 lines
#5062
opened Aug 27, 2026 by
goloisme
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Allow configured Windows host paths in trusted local sandbox
#5054
opened Aug 27, 2026 by
georgelichen
Contributor
•
Draft
3 of 9 tasks
test(checkpoint): measure Postgres storage growth
#5051
opened Aug 26, 2026 by
Ricky-7-Yan
•
Draft
1 of 9 tasks
fix(runtime): prevent IndexError in MemoryStreamBridge._make_gap on empty events buffer
area:backend
Gateway / runtime / core backend under backend/
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/M
PR changes 100-300 lines
fix(frontend): keep renamed thread titles in sync
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/L
PR changes 300-700 lines
#5045
opened Aug 26, 2026 by
jiaqiang000
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3 of 9 tasks
fix(sandbox): apply bounded capture and process-tree kill to Windows LocalSandbox
#5042
opened Aug 26, 2026 by
aniruddhaadak80
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feat(auth): add personal access tokens for programmatic API access
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
feat(artifacts): add workspace file tree
#5040
opened Aug 26, 2026 by
PeaceMaker-best
•
Draft
2 of 9 tasks
feat(skills): install local skill archives
area:backend
Gateway / runtime / core backend under backend/
area:ci
GitHub Actions, CI config, repo tooling
area:docs
Documentation and Markdown only
area:frontend
Next.js frontend under frontend/
area:sandbox
Sandboxed execution and docker/
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
#5039
opened Aug 26, 2026 by
PeaceMaker-best
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4 of 9 tasks
fix(memory): cancel buffered extraction work when an agent is deleted or cleared
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
#5038
opened Aug 26, 2026 by
luojiyin1987
Contributor
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fix(scheduler): reconcile stuck once tasks from committed run outcome
area:backend
Gateway / runtime / core backend under backend/
area:docs
Documentation and Markdown only
risk:medium
Medium risk: regular code changes
size/XL
PR changes 700+ lines
#5035
opened Aug 26, 2026 by
Totoro-qaq
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feat(mcp): add optional Parallel Search server
area:docs
Documentation and Markdown only
risk:medium
Medium risk: regular code changes
size/S
PR changes 20-100 lines
#5028
opened Aug 26, 2026 by
georgeatparallel
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fix(auth): correct OAuth conflict error message + validate multi-worker Postgres claim with real concurrency benchmark
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
feat(mcp): manage servers from Settings
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
fix(frontend): stabilize model loading error feedback
area:frontend
Next.js frontend under frontend/
risk:medium
Medium risk: regular code changes
size/S
PR changes 20-100 lines
#5021
opened Aug 25, 2026 by
yu-xin-c
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3 of 9 tasks
feat(streaming): make heartbeat interval configurable
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
#5017
opened Aug 25, 2026 by
Wuong
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2 of 9 tasks
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