Tools
AI Coding Tools and Practical Utilities
Use a utility when it shortens a repeated decision or verification step; use a guide when the work still requires context and judgment.
This library prioritizes useful inputs and reviewable outputs. It does not publish empty generators or pretend a generic configuration is safe for every repository.
Generate repository instructions
Turn known stack, command, path, permission, and validation choices into a reviewable starting file.
Choose a stack
Match tools to user experience, project risk, privacy, review style, and the next four weeks of work.
Choose a small AI coding stack for a beginner, solo founder, developer, or team without paying for overlapping tools.
Practical guideAI Coding Tools: Choose by Job, Not LogoA practical map of app builders, AI editors, copilots, coding agents, and review tools with the job each category should own.
Review a change
Use a behavior-first checklist to inspect generated code before merge or release.
Review AI-written code by behavior and risk, including dependencies, auth, data, tests, accessibility, performance, and rollback.
Practical guideAI Coding Agent Workflow: From Task to Reviewed MergeA practical agent-first workflow covering task briefs, context, worktrees, permissions, tests, handoff, and human review.
Check a launch
Verify authentication, data, forms, secrets, deployment, and rollback on a real environment.
A launch gate for AI-built apps covering accounts, data access, secrets, payments, errors, monitoring, SEO, and rollback.
Practical guideHow to Vibe Code a Website That Is Safe to LaunchAn end-to-end workflow for turning an idea into a working website, including auth, data, forms, testing, deployment, and rollback.
Continue by task