AI automation checklist
Automate your product development process with AI agents, from planning to operations
Plan
- Tasks split into 8-16 hours max
- Tasks are business-oriented, not dev-oriented. Tasks make sense for customers or client
Linear - Clear acceptance criteria are set on all tasks
Design
- New features prototyped and delivered in code, not Figma
Claude Code
Vercel
pen.dev - Design AI skills explain core principles of building interfaces, animations, etc. No AI slop
Build
- Features built with AI agent in "auto" mode (without approving every action) Claude Code
Codex - Skills added to repository and updated consistently to write better, canonical code
- PR description includes a summary of changes a human can understand (changes in API, database, UI, emails)
Test
- PRs first-run reviewed via AI agent
CodeRabbit
Greptile - Automated tests added for functionality (end-to-end, unit tests)
- Automated tests run via CI
- Test coverage is tracked
Release
- Agentic security audit runs before the release
- Live releases happen at least once a week
- All releases covered and presented in changelog (ideally public)
- Changelogs include screenshots, annotations and video demos
- Help Center covers functionality and is updated when functionality is released
Operate
- Team publishes daily update in Slack (with help of AI agents). Updates include screenshots and videos
Slack - App errors tracked, both client and server
Sentry
BetterStack - Analytics configured. Session recordings, onboarding funnel, features usage
PostHog
Google Analytics - Customer support/feedback is configured and data is used for planning features
Fin
Zendesk
Featurebase
Further reading
Automate this checklist with Paralect
We set up the AI agents and tools from this checklist with your developers, so they ship more useful features every week
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Claude Code Devs Next.js DevsReact DevsReact Native DevsSupabase DevsLovable DevsAI EngineersFull-stack Devs Upwork Alternative
AI Tools
Resources
Kickstart No-Code Stack Tech Stack Tech Trends AI SaaS Skills MCP Servers Academy Help Center Blog Changelog
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