Integrating GitHub, Linear, and CI with agents
Engineering agents become useful when they can move across issues, branches, pull requests, and validation systems safely.
Development tools are where agent decisions become durable work. The runner has to preserve source links, approvals, and validation evidence.
AstraRunner treats this as an execution-platform concern: the run needs durable state, traceable decisions, cost visibility, and enough structure for teams to review what happened after the agent finishes.
Patterns that work
- Link tasks to branches and pull requests.
- Run CI before review completion.
- Attach agent plans and reviews to issues.
- Gate merge or deploy actions.
Implementation checklist
- Use least-privilege GitHub tokens.
- Record commit SHAs and PR URLs.
- Store CI run IDs.
- Require human approval for merge or deploy.
Watch outs
- Agents can create noisy branches and comments.
- CI failures need structured feedback, not prompt retries only.
- Tool permissions should differ by role agent.
Related reading
How this fits the Astra stack
AstraRunner owns the operational path for agent work: orchestration, scheduling, approval gates, traces, costs, and role-agent handoffs. AstraMemory owns durable context and retrieval. AstraGenie turns those capabilities into product workflows for teams that want automation without rebuilding the platform layer.