From Prompt to PR: Vibe Coding Meets AI Code Review
summary
Demonstrates a full Prompt→PR→Review loop: VS Code + GitHub Copilot (LLM cloud set 4) generates a NodeJS Express endpoint /users/:id, commits and opens a PR, and an AI reviewer flags missing negative-number validation and suggests fixes that can be auto-applied. Shows concrete guardrails—secret scanning, CI audit trails, added logging and unit tests—and reports frequent hallucinations, context gaps, and security risks, arguing for a vibe coding + AI code review hybrid with mandatory human approval.
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chapters (9)
- 0:00Vibe coding intro
- 1:06What is vibe coding
- 2:31AI code review tools
- 3:40Live demo prompt to feature
- 6:15AI-powered pull request review in action
- 6:58Prompt to PR workflow
- 8:03AI code challenges
- 9:06Safe AI code practices
- 10:10Enterprise limits & takeaways
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