💻 Best AI workflows for coding

Practical, real-tool recipes for coding work. Each one lists the tools, setup steps, cost and difficulty.

AI pair programming in the editor

Boilerplate and unfamiliar codebases slow developers.

Tools: Cursor, GitHub · cost: low · difficulty: easy

Multi-file refactors are tedious and error-prone.

Tools: Claude Code, GitHub · cost: paid · difficulty: medium

PRs wait days for a first review pass.

Tools: GitHub Copilot, GitHub · cost: low · difficulty: easy

Production errors pile up without context.

Tools: Sentry, Linear, Zapier, ChatGPT · cost: low · difficulty: medium

Dependency drift breaks builds unexpectedly.

Tools: GitHub Actions, Claude Code · cost: low · difficulty: hard

Small, well-scoped issues sit in the backlog while humans focus on larger work.

Tools: GitHub Copilot, GitHub · cost: paid · difficulty: easy

Switching coding agents mid-task loses context and causes rework.

Tools: Claude Code, Cursor, GitHub · cost: free · difficulty: easy