DevOps Good First Issues

devopsinfrastructureci-cd

Open

research: orchestrate closed-loop self-adaptation across WRP knobs

area/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,559 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: co-optimize FleetSim compression band and pool boundary

area/bencharea/model-selectionarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,555 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: forecast workload archetypes for proactive per-pool scaling

area/bencharea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,554 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: predict prompt-plus-output demand for downstream pool admission

area/bencharea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,551 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add follow-the-sun pool-boundary and capacity recommendations

area/bencharea/model-selectionarea/observabilityenhancementevaluationhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,550 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: route on typed failure experience from Router Replay

area/agentarea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,544 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add HaluGate-driven per-model per-domain reputation routing

area/model-selectionarea/observabilityenhancementevaluationhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,542 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Test : Add scala code coverage to codecov

dependenciesgood first issue

Babali42/DrumBeatRepo #480 opened Jul 14, 2026 · TypeScript · 23 stars

Why recommendedHas a beginner-friendly label

Has a beginner-friendly label

2 comments0 reactions1 assignee

Open

[Sync Upstream] Merge conflict on master

help wantedsync-upstream

stupidloud/homeproxy #5 opened Jul 12, 2026 · JavaScript · 0 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly label

0 comments0 reactions0 assignees

Open

security: add reproducible dependency and toolchain vulnerability gates

area/test-and-releasearea/testingdependenciesenhancementhelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,476 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

config: enforce version and unknown-field parity across all producers

area/corearea/dashboardbughelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,469 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

security: replace ML pipeline filesystem paths with owned job and artifact handles

area/dashboardarea/testingbughelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,467 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Documentation available only in raw RST format

help wanted

crate/crate-operator #858 opened Jul 8, 2026 · Python · 27 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

Modularize native router model bindings and runtime capability contracts

area/coreenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,396 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

feat: define preference-driven recipe objective spec for offline tuning

area/agentarea/model-selectionarea/researchenhancementevaluationhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,393 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

[功能建议]: HUATUO 对被观测程序的性能影响量化评估

enhancementhelp wantedperformance

ccfos/huatuo #336 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: OOM Kill 增强诊断

enhancementhelp wantedkernel

ccfos/huatuo #333 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: 基于丢包（dropwatch）与重传（retrans）构建网络拓扑

enhancementhelp wantednetwork

ccfos/huatuo #325 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

test: revisit E2E framework and testcase matrix across Docker and Kubernetes

area/environmentarea/test-and-releasearea/testinge2eenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,379 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

ops: revisit Docker and Kubernetes backend endpoint support completeness

area/dashboardarea/environmentarea/networkingenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,376 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

devopsinfrastructureci-cd

Open

research: orchestrate closed-loop self-adaptation across WRP knobs

area/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,559 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: co-optimize FleetSim compression band and pool boundary

area/bencharea/model-selectionarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,555 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: forecast workload archetypes for proactive per-pool scaling

area/bencharea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,554 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: predict prompt-plus-output demand for downstream pool admission

area/bencharea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,551 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add follow-the-sun pool-boundary and capacity recommendations

area/bencharea/model-selectionarea/observabilityenhancementevaluationhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,550 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: route on typed failure experience from Router Replay

area/agentarea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,544 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add HaluGate-driven per-model per-domain reputation routing

area/model-selectionarea/observabilityenhancementevaluationhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,542 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Test : Add scala code coverage to codecov

dependenciesgood first issue

Babali42/DrumBeatRepo #480 opened Jul 14, 2026 · TypeScript · 23 stars

Why recommendedHas a beginner-friendly label

Has a beginner-friendly label

2 comments0 reactions1 assignee

Open

[Sync Upstream] Merge conflict on master

help wantedsync-upstream

stupidloud/homeproxy #5 opened Jul 12, 2026 · JavaScript · 0 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly label

0 comments0 reactions0 assignees

Open

security: add reproducible dependency and toolchain vulnerability gates

area/test-and-releasearea/testingdependenciesenhancementhelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,476 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

config: enforce version and unknown-field parity across all producers

area/corearea/dashboardbughelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,469 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

security: replace ML pipeline filesystem paths with owned job and artifact handles

area/dashboardarea/testingbughelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,467 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Documentation available only in raw RST format

help wanted

crate/crate-operator #858 opened Jul 8, 2026 · Python · 27 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

Modularize native router model bindings and runtime capability contracts

area/coreenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,396 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

feat: define preference-driven recipe objective spec for offline tuning

area/agentarea/model-selectionarea/researchenhancementevaluationhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,393 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

[功能建议]: HUATUO 对被观测程序的性能影响量化评估

enhancementhelp wantedperformance

ccfos/huatuo #336 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: OOM Kill 增强诊断

enhancementhelp wantedkernel

ccfos/huatuo #333 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: 基于丢包（dropwatch）与重传（retrans）构建网络拓扑

enhancementhelp wantednetwork

ccfos/huatuo #325 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

test: revisit E2E framework and testcase matrix across Docker and Kubernetes

area/environmentarea/test-and-releasearea/testinge2eenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,379 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

ops: revisit Docker and Kubernetes backend endpoint support completeness

area/dashboardarea/environmentarea/networkingenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,376 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

devopsinfrastructureci-cd

Open

research: orchestrate closed-loop self-adaptation across WRP knobs

area/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,559 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: co-optimize FleetSim compression band and pool boundary

area/bencharea/model-selectionarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,555 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: forecast workload archetypes for proactive per-pool scaling

area/bencharea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap

vllm-project/semantic-router #2,554 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: predict prompt-plus-output demand for downstream pool admission

area/bencharea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,551 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add follow-the-sun pool-boundary and capacity recommendations

area/bencharea/model-selectionarea/observabilityenhancementevaluationhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,550 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

research: route on typed failure experience from Router Replay

area/agentarea/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,544 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

feat: add HaluGate-driven per-model per-domain reputation routing

area/model-selectionarea/observabilityenhancementevaluationhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,542 opened Jul 15, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Test : Add scala code coverage to codecov

dependenciesgood first issue

Babali42/DrumBeatRepo #480 opened Jul 14, 2026 · TypeScript · 23 stars

Why recommendedHas a beginner-friendly label

Has a beginner-friendly label

2 comments0 reactions1 assignee

Open

[Sync Upstream] Merge conflict on master

help wantedsync-upstream

stupidloud/homeproxy #5 opened Jul 12, 2026 · JavaScript · 0 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly label

0 comments0 reactions0 assignees

Open

security: add reproducible dependency and toolchain vulnerability gates

area/test-and-releasearea/testingdependenciesenhancementhelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,476 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

Open

config: enforce version and unknown-field parity across all producers

area/corearea/dashboardbughelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,469 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

security: replace ML pipeline filesystem paths with owned job and artifact handles

area/dashboardarea/testingbughelp wantedoperationspriority/P1roadmapsafety

vllm-project/semantic-router #2,467 opened Jul 12, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

Documentation available only in raw RST format

help wanted

crate/crate-operator #858 opened Jul 8, 2026 · Python · 27 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

2 comments0 reactions1 assignee

Open

Modularize native router model bindings and runtime capability contracts

area/coreenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,396 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

feat: define preference-driven recipe objective spec for offline tuning

area/agentarea/model-selectionarea/researchenhancementevaluationhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,393 opened Jul 7, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · No comments yet

No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions0 assignees

Open

[功能建议]: HUATUO 对被观测程序的性能影响量化评估

enhancementhelp wantedperformance

ccfos/huatuo #336 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: OOM Kill 增强诊断

enhancementhelp wantedkernel

ccfos/huatuo #333 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

1 comment0 reactions0 assignees

Open

[功能建议]: 基于丢包（dropwatch）与重传（retrans）构建网络拓扑

enhancementhelp wantednetwork

ccfos/huatuo #325 opened Jul 7, 2026 · Go · 1,002 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

test: revisit E2E framework and testcase matrix across Docker and Kubernetes

area/environmentarea/test-and-releasearea/testinge2eenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,379 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo assignee yet · Has a beginner-friendly label

No assignee yetHas a beginner-friendly labelContributing guide available

2 comments0 reactions0 assignees

Open

ops: revisit Docker and Kubernetes backend endpoint support completeness

area/dashboardarea/environmentarea/networkingenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,376 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

1 comment0 reactions1 assignee

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