Backend & API Design Good First Issues

backend-api-designbackendapi

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Open

research: compare Router Learning algorithms under a shared benchmark protocol

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

vllm-project/semantic-router #2,346 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

1 comment0 reactions0 assignees

Open

research: explore streaming semantic routing on partial input

area/corearea/observabilityarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,344 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

Open

feat: design hierarchical routing and recipe chaining without becoming a workflow engine

area/corearea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,343 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

Open

feat: support shared-router multi-tenancy with isolated config scopes

area/corearea/user-experienceenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,342 opened Jul 5, 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 adaptive thresholding and policy calibration

area/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,341 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

5 comments0 reactions1 assignee

Open

feat: add offline agentic config tuning with human and CI approval

area/agentarea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,340 opened Jul 5, 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: stabilize prompt-visible Router Memory for production agent routing

area/agentarea/corearea/multi-turnarea/observabilityenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,339 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

1 comment0 reactions0 assignees

Open

bench: validate safe exploration and protection policies for agent routing

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmapsafety

vllm-project/semantic-router #2,338 opened Jul 5, 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: explore additional Looper-family routing algorithms

area/model-selectionarea/momarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,337 opened Jul 5, 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: optimize and harden existing Looper, Flow, Fusion, and ReMoM algorithms

area/corearea/model-selectionarea/momenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,336 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

3 comments0 reactions1 assignee

Open

feat: expand signal extractors and improve signal model coverage

area/corearea/researchenhancementenvironment/rocmhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,335 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

1 comment0 reactions0 assignees

Open

docs: add reference recipes and tutorials for common routing patterns

area/docsarea/user-experiencedocumentationenhancementhelp wantedroadmap

vllm-project/semantic-router #2,334 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

Open

feat: add a decision-level routing evaluation harness

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,333 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

Open

feat: add inference-aware backend routing for self-hosted replicas

area/model-selectionarea/observabilityenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,332 opened Jul 5, 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: support entrypoints and multiple routing recipes

area/corearea/model-selectionenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,331 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions1 assignee

Open

feat: add unified signal registry and observation protocol

area/coreenhancementhelp wantedpluginpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,330 opened Jul 5, 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

feature: redesign management API around versioned config snapshots

area/corearea/dashboardenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,326 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

1 comment0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

Swallowing Critical GitHub API Errors (KeyError) in github_fetch.py

help wanted🏁 status: ready for work💻 aspect: code🛠 goal: fix🟩 priority: low

creativecommons/quantifying #300 opened Jul 5, 2026 · Python · 48 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments1 reaction0 assignees

Open

Add the recently added character `Alyosha` to the GI Loadouts roster

enhancementgood first issue

gridhead/gi-loadouts #581 opened Jul 5, 2026 · Python · 33 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments0 reactions0 assignees

backend-api-designbackendapi

Open

research: compare Router Learning algorithms under a shared benchmark protocol

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

vllm-project/semantic-router #2,346 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

1 comment0 reactions0 assignees

Open

research: explore streaming semantic routing on partial input

area/corearea/observabilityarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,344 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

Open

feat: design hierarchical routing and recipe chaining without becoming a workflow engine

area/corearea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,343 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

Open

feat: support shared-router multi-tenancy with isolated config scopes

area/corearea/user-experienceenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,342 opened Jul 5, 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 adaptive thresholding and policy calibration

area/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,341 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

5 comments0 reactions1 assignee

Open

feat: add offline agentic config tuning with human and CI approval

area/agentarea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,340 opened Jul 5, 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: stabilize prompt-visible Router Memory for production agent routing

area/agentarea/corearea/multi-turnarea/observabilityenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,339 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

1 comment0 reactions0 assignees

Open

bench: validate safe exploration and protection policies for agent routing

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmapsafety

vllm-project/semantic-router #2,338 opened Jul 5, 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: explore additional Looper-family routing algorithms

area/model-selectionarea/momarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,337 opened Jul 5, 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: optimize and harden existing Looper, Flow, Fusion, and ReMoM algorithms

area/corearea/model-selectionarea/momenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,336 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

3 comments0 reactions1 assignee

Open

feat: expand signal extractors and improve signal model coverage

area/corearea/researchenhancementenvironment/rocmhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,335 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

1 comment0 reactions0 assignees

Open

docs: add reference recipes and tutorials for common routing patterns

area/docsarea/user-experiencedocumentationenhancementhelp wantedroadmap

vllm-project/semantic-router #2,334 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

Open

feat: add a decision-level routing evaluation harness

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,333 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

Open

feat: add inference-aware backend routing for self-hosted replicas

area/model-selectionarea/observabilityenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,332 opened Jul 5, 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: support entrypoints and multiple routing recipes

area/corearea/model-selectionenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,331 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions1 assignee

Open

feat: add unified signal registry and observation protocol

area/coreenhancementhelp wantedpluginpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,330 opened Jul 5, 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

feature: redesign management API around versioned config snapshots

area/corearea/dashboardenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,326 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

1 comment0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

Swallowing Critical GitHub API Errors (KeyError) in github_fetch.py

help wanted🏁 status: ready for work💻 aspect: code🛠 goal: fix🟩 priority: low

creativecommons/quantifying #300 opened Jul 5, 2026 · Python · 48 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments1 reaction0 assignees

Open

Add the recently added character `Alyosha` to the GI Loadouts roster

enhancementgood first issue

gridhead/gi-loadouts #581 opened Jul 5, 2026 · Python · 33 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments0 reactions0 assignees

backend-api-designbackendapi

Loading results...

Open

research: compare Router Learning algorithms under a shared benchmark protocol

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

vllm-project/semantic-router #2,346 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

1 comment0 reactions0 assignees

Open

research: explore streaming semantic routing on partial input

area/corearea/observabilityarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,344 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

Open

feat: design hierarchical routing and recipe chaining without becoming a workflow engine

area/corearea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,343 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

Open

feat: support shared-router multi-tenancy with isolated config scopes

area/corearea/user-experienceenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,342 opened Jul 5, 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 adaptive thresholding and policy calibration

area/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmapsignal-decision-engine

vllm-project/semantic-router #2,341 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

5 comments0 reactions1 assignee

Open

feat: add offline agentic config tuning with human and CI approval

area/agentarea/model-selectionarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,340 opened Jul 5, 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: stabilize prompt-visible Router Memory for production agent routing

area/agentarea/corearea/multi-turnarea/observabilityenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,339 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

1 comment0 reactions0 assignees

Open

bench: validate safe exploration and protection policies for agent routing

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmapsafety

vllm-project/semantic-router #2,338 opened Jul 5, 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: explore additional Looper-family routing algorithms

area/model-selectionarea/momarea/researchenhancementhelp wantedpriority/P2roadmap

vllm-project/semantic-router #2,337 opened Jul 5, 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: optimize and harden existing Looper, Flow, Fusion, and ReMoM algorithms

area/corearea/model-selectionarea/momenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,336 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

3 comments0 reactions1 assignee

Open

feat: expand signal extractors and improve signal model coverage

area/corearea/researchenhancementenvironment/rocmhelp wantedpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,335 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

1 comment0 reactions0 assignees

Open

docs: add reference recipes and tutorials for common routing patterns

area/docsarea/user-experiencedocumentationenhancementhelp wantedroadmap

vllm-project/semantic-router #2,334 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

Open

feat: add a decision-level routing evaluation harness

area/agentarea/model-selectionarea/testingenhancementevaluationhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,333 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

Open

feat: add inference-aware backend routing for self-hosted replicas

area/model-selectionarea/observabilityenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,332 opened Jul 5, 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: support entrypoints and multiple routing recipes

area/corearea/model-selectionenhancementhelp wantedpriority/P1roadmap

vllm-project/semantic-router #2,331 opened Jul 5, 2026 · Go · 4,293 stars

Why recommendedNo comments yet · Has a beginner-friendly label

No comments yetHas a beginner-friendly labelContributing guide available

0 comments0 reactions1 assignee

Open

feat: add unified signal registry and observation protocol

area/coreenhancementhelp wantedpluginpriority/P1roadmapsignal-decision-engine

vllm-project/semantic-router #2,330 opened Jul 5, 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

feature: redesign management API around versioned config snapshots

area/corearea/dashboardenhancementhelp wantedoperationspriority/P1roadmap

vllm-project/semantic-router #2,326 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

1 comment0 reactions0 assignees

Open

[Feature]: Support for InternVL-U model

good first issuehelp wantednew model

vllm-project/vllm-omni #4,884 opened Jul 5, 2026 · Python · 4,990 stars

Why recommendedHas a beginner-friendly label · Contributing guide available

Has a beginner-friendly labelContributing guide available

4 comments0 reactions1 assignee

Open

Swallowing Critical GitHub API Errors (KeyError) in github_fetch.py

help wanted🏁 status: ready for work💻 aspect: code🛠 goal: fix🟩 priority: low

creativecommons/quantifying #300 opened Jul 5, 2026 · Python · 48 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments1 reaction0 assignees

Open

Add the recently added character `Alyosha` to the GI Loadouts roster

enhancementgood first issue

gridhead/gi-loadouts #581 opened Jul 5, 2026 · Python · 33 stars

Why recommendedNo assignee yet · No comments yet

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

0 comments0 reactions0 assignees

Backend & API Design Good First Issues

Backend & API Design Good First Issues

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Backend & API Design Good First Issues