Open
Daily-Info
bugdocumentationduplicateenhancementgood first issuehelp wantedinvalidquestionwontfix
Why recommendedNo comments yet · Has a beginner-friendly label
No comments yetHas a beginner-friendly label
0 comments0 reactions1 assignee
Good First Issue
Anyone can prompt. Few can ship.
Find beginner-friendly issues, get reviewed by real maintainers, build the portfolio AI can't fake.
Why Now
Proof matters more when code is easy to generate.
AI can generate code, summaries, and polished portfolios on demand. It cannot fake the public record of choosing real work, responding to review, and shipping something useful in the open.
Good First Issue helps new developers find beginner-friendly issues where every merged pull request becomes evidence: a problem understood, a maintainer conversation handled, and a real contribution shipped.
Indexed repositories
794,355
Indexed issues
99,942
Contributor Picks
Best issues for first-time contributors
Open
Daily-Info
bugdocumentationduplicateenhancementgood first issuehelp wantedinvalidquestionwontfix
Why recommendedNo comments yet · Has a beginner-friendly label
No comments yetHas a beginner-friendly label
0 comments0 reactions1 assignee
Open
Daily-Info
bugdocumentationduplicateenhancementgood first issuehelp wantedinvalidquestionwontfix
Why recommendedNo comments yet · Has a beginner-friendly label
No comments yetHas a beginner-friendly label
0 comments0 reactions1 assignee
Open
test: Add unit tests for a utility in apps/studio/src/shared/lib
good first issuehacktoberfest
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
The copilot initialisation is misleading in README file quick start section
area:docsdocumentationgood first issuepriority:low
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment0 reactions0 assignees
Open
Documentation doesn't explain sandboxing differences between Docker and npm installation methods
good first issue
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly label
1 comment1 reaction0 assignees
Open
Website typo: rtk init --claude-code should be rtk init --global
area:docsdocumentationgood first issuepriority:medium
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment0 reactions0 assignees
Open
feat: Add links to mailing list archives in home page
enhancementgood first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
Instructions on how to cite papermill in an academic paper.
enhancementhelp wanted
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
CLAUDE.md redirects to AGENTS.md for Claude Code sessions
enhancementgood first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
New Issues
Latest issues
Open
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
Support jar file submission for Spark jobs
area/sparkhelp wantedkind/feature
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments2 reactions0 assignees
Open
refactor: second-pass sink-file and boundary governance
enhancementgood first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
`setup_training_logger` assumes every datastore exposes a private `_config`
good first issuehelp wantedmaintenance
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
Author notebooks as jupytext-paired `py:percent` sources instead of committing raw `.ipynb`
cicddocumentationgood first issuehelp wanted
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
Add a high-level Python API so notebooks and scripts don't have to shell out to the CLI
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly label
1 comment0 reactions0 assignees
Open
feat(desktop): make UI language selection coherent and complete
enhancementgood first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
Nested arrayContains reifies to null in generated body (bundled pact_ffi 0.4.7)
Trivialgood first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
feature: implement the portable, content-addressed MoM Bundle lifecycle
area/corearea/momarea/observabilityarea/test-and-releasearea/user-experienceenhancementhelp wantedpriority/P1roadmap
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
Healthcheck instructions have not been added to the "books" container images
booksbugdockerhacktoberfesthacktoberfest-acceptedtesting
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
Feature : Add a Contribute to the library button
good first issue
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly label
0 comments0 reactions0 assignees
Open
all_reduce backward only supports 'sum' reduction, got 'avg'
bot-triagedgood first issueoncall: distributedoncall: distributed infratriaged
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments1 reaction0 assignees
Open
research: orchestrate closed-loop self-adaptation across WRP knobs
area/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
feat: extend the routing DSL with WRP governance-as-code constraints
area/corearea/model-selectionarea/researchenhancementhelp wantedpriority/P1roadmapsafety
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
research: evaluate energy-aware backend/LB policy from FleetSim power models
area/model-selectionarea/observabilityarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
research: provision fleets for mixed workload archetype distributions
area/bencharea/model-selectionarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap
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
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
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees
Open
feat: bridge existing retention directives to backend KV-cache adapters
area/corearea/model-selectionarea/multi-turnenhancementhelp wantedoperationspriority/P1roadmap
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
1 comment0 reactions1 assignee
Open
research: evaluate capacity-aware cascade admission below semantic routing
area/model-selectionarea/researchenhancementevaluationhelp wantedoperationspriority/P2roadmap
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available
0 comments0 reactions0 assignees