AI Coding Workflow With Verifiable Evidence
Use an AI coding workflow that turns issue contracts, tests, diffs, review findings, and release checks into evidence instead of confident summaries.
Use an AI coding workflow that turns issue contracts, tests, diffs, review findings, and release checks into evidence instead of confident summaries.
Follow a Claude Code tutorial that inspects, plans, edits, and verifies one small repository change with exact checkpoints and test evidence.
AI code review is a useful first pass, not a merge decision. See what it catches, where context fails, a reproducible test matrix, and a safer review loop.
Vibe coding for beginners, from a builder who ships real apps with AI. The fast path to a working thing, the trap of not understanding it, and the guardrails.
What is vibe coding, honestly? A builder who ships real products with Cursor and Claude Code on where the AI wins, where it breaks things, and who it's for.
What AI coding agents actually are, how they work, what they genuinely nail, and where they confidently break, from a dev who ships real apps with them.