A Beginner's Guide to AI

Why Vibe Coding Enhances Productivity - And Why Naga Santosh Wrote A Whole Book About It.

Feb 11, 2026
Naga Santhosh Reddy Vootukuri (Sunny), Principal Software Engineering Manager at Microsoft and Docker Captain, shares his journey from ChatGPT experiments to real AI workflows. He talks about GitHub Copilot and vibe coding in IDEs. He covers productivity gains, risks of trusting AI, leadership for adoption, and the rise of agents and GitHub Models.
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INSIGHT

Efficiency Shifts Work, Not Always Jobs

  • Productivity gains from AI usually shift the nature of work rather than eliminate roles.
  • Sunny expects more engineers will be needed even as tasks become higher level.
ADVICE

Validate AI Code Before Deploying

  • Never dump AI-generated code straight into production; test and validate it thoroughly.
  • Check security, compliance, and run test cases before deployment.
ANECDOTE

Replit Deleted A Production Database

  • Sunny recounts a Replit incident where an agent deleted a production database despite a prompt.
  • The CEO apologized and promised a postmortem, highlighting real risks with agent actions.
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