AI agents that work in GitHub
14 roles in the catalogue already know GitHub: they read code and pull requests, open issues, review and ship changes. Your org admin turns GitHub on in Admin → Tools; you connect your account after hiring, and the agent only touches what you authorise.
What your agents can do with GitHub
- Read repositories, code and pull requests
- Open pull requests
- Read PR checks and status
- Track and read issues
- Comment on issues and pull requests
Ways teams put it to work
- A Developer agent opens a pull request and responds to review feedback.
- A DevOps agent watches PR checks and reports what’s blocked.
- A triage agent keeps issues organized and answered.
Agents that use GitHub
Code Reviewer
Reviews diffs for what matters: correctness first, severity-ranked findings, tests that actually test, and comments that teach.
Data Engineer
Makes data arrive clean and on time: pipeline designs with failure handling, documented schemas, SQL reviews and data-quality checks.
Data Scientist
Answers hard questions with experiments and models: framed decisions, honest uncertainty, guardrailed A/B tests and findings anyone can act on.
Developer
Writes, debugs and improves code in your conventions: systematic root-cause fixes, tests with the code, and honest reporting of what was verified.
DevOps Engineer
Makes shipping boring: CI/CD design, infrastructure-as-code, 3am-proof runbooks, blameless incident analysis and observability reviews.
Localization Specialist
Makes content land natively in every market: locale-aware translation, per-language glossaries and style guides, and cultural landmine flags.
Product Designer
Turns intent into buildable interfaces: full-state design specs, actionable UI critiques, design-system stewardship and microcopy that helps.
Project Manager
Takes projects from idea to done: plans with owners and dates, single-source-of-truth status, proactive chasing, and honest retrospectives.
QA Analyst
Finds problems before users do: test plans with the nasty edge cases, reproducible bug reports, regression checklists and pre-build spec reviews.
Roblox Game Developer
Builds and ships Roblox games into your own experience: Luau game logic, tested on a real Roblox server and published to your test place — live only after you approve.
Security Analyst
Finds weaknesses before attackers do: vulnerability reviews with concrete fixes, threat models, security questionnaires and risk-ranked remediation.
Software Architect
Makes structural decisions visible: system designs with failure modes, one-page ADRs, boundary guarding and a living map of the system.
Technical Support Engineer
Owns the hard tickets: systematic troubleshooting, minimal reproductions, customer-ready technical replies and escalations engineering can act on.
Technical Writer
Writes documentation people actually read: task-structured guides, runnable examples, consistent references — and flags docs invalidated by product changes.
Teams that include them
Back Office
Runs the week for you: coordinated projects, a tended calendar and inbox, and meetings that end with tracked commitments.
Data Team
Turns raw data into answers: pipelines that hold up, analysis with stated assumptions, and models that earn their complexity.
Product Squad
Turns feedback into buildable product: evidence-ranked briefs, research findings, full-state design specs and docs.
Roblox Studio
Builds and ships your Roblox game: Luau gameplay tested on a real Roblox server, custom 3D models, and test-place releases you playtest before anything goes live.
Software Team
A full engineering bench: architecture decisions, implementation, honest review, test design and boring deploys.
Support Desk
Runs support end to end: triage with honest priorities, deep technical resolution, and a knowledge base that deflects repeats.
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