Tech Lead Journal

How Vidio (Indonesia's #1 Streaming Platform) Built Great Engineering Culture — Now Supercharged by AI

12 snips
Apr 6, 2026
Tommy Sullivan, CTO of Vidio and former Pivotal Labs engineer, built a lasting engineering culture from five to 200+ by hiring for attitude and using Extreme Programming. He talks about rethinking pair programming with AI agents, where AI has succeeded and failed at Vidio, streaming 4TB/s to millions, and why vendor independence and culture protect code quality.
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ADVICE

Earn Trust With MVPs Then Apply XP

  • Combine XP engineering practices with Lean product validation to earn trust quickly from the business.
  • Tommy used MVPs and early results to gain runway and then applied XP (TDD, CI, pairing) to protect long-term scalability.
ANECDOTE

SQL Chatbot Lost Trust And Adoption

  • An internal natural-language SQL chatbot failed because users lost trust after mistakes and preferred asking data analysts.
  • Tommy admitted building a tool people didn't need and reverted to human accountability for critical queries.
INSIGHT

LLMs Need Feedback Loops To Scale

  • LLM tools become far more useful when wrapped with memory, pre-prompts, and feedback loops that update docs and style guides.
  • Tommy saw a step-change with tools that check memory banks and improve recommendations iteratively.
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