Software & DevOps
Have Copilot coding agent write and push code
A developer found the agent good at context and code, but it pushed to a branch leaving main empty and spent hours checking after being told to proceed.
GitHub Copilot
← All tools
GitHub Copilot
AI pair programmer and coding agent inside GitHub.
GitHub Copilot suggests code in the editor, reviews pull requests and can take an issue and open a PR with a proposed fix.
- Type
- Coding agent
- Pricing
- Free tier, Pro from $10/mo
- Use cases
- 10
Use cases with GitHub Copilot
Software & DevOps
Run terminal commands with Copilot agent mode
Users report the agent sometimes fails to read terminal output and may undo correct code; workarounds include switching shells.
GitHub Copilot
Software & DevOps
Rewrite a runtime from TypeScript to Rust with agents
GitHub engineers used Copilot tools to have agents write most of an 800,000-line Rust rewrite of the Copilot runtime across 128 PRs, fixing a few regressions.
GitHub Copilot
Software & DevOps
Assign website tweaks to Copilot coding agent
An author gave the Copilot coding agent two small changes on their own site; it opened draft PRs and the spacing change was good enough to merge.
GitHub Copilot
Software & DevOps
Iterate on tasks with Copilot CLI autopilot and fleet
The author used autopilot to iterate until done and /fleet to split work across parallel subagents, noting overhead on small tasks.
GitHub Copilot
Coding · Intermediate
- PR opened
- Copilot inline review
- Claude risk summary
Automated first-pass review on every pull request
Copilot and Claude review each PR for bugs, missing tests and risky changes before a human looks, so reviewers can focus on design.
GitHub Copilot · Claude · Slack
−4h/wk
Work & Operations
Evaluate hiring candidates against competency levels
A commenter built a basic hiring agent loaded with competency definitions and levels for HR evaluation work.
GitHub Copilot
Coding · Advanced
- Write migration plan
- Agent edits in batches
- Tests per batch
Ship a 40-file refactor with a coding agent
Plan, execute and review a cross-cutting refactor in small batches, with Claude Code making the edits and GitHub Copilot reviewing each PR.
Claude Code · GitHub Copilot
−15h/wk
Work & Operations
Run a solo company with eight agent departments
A founder set up CEO, CFO, COO, lawyer, accountant, marketing, CTO, and improver agents that share memory and consult each other.
GitHub Copilot
Coding · Advanced
- Run coverage
- Pick 3 riskiest files
- Write + run tests
Generate missing unit tests for untested modules
Claude Code reads your coverage report, picks the riskiest untested modules and writes unit tests that pass, one small PR at a time.
Claude Code · GitHub Copilot · Slack
−6h/wk