An AI experiment that failed: SQL chatbots

What does it take to build a world-class engineering culture when you start with five engineers on minimum wage? Tommy Sullivan did exactly that at Vidio — and the team’s average tenure of seven years tells you everything about whether it worked.

In this episode, Tommy Sullivan, CTO of Vidio (Indonesia’s largest streaming platform) shares how he built an engineering culture from almost nothing, growing a team of five to over two hundred using Extreme Programming principles and a relentless focus on hiring for attitude over aptitude. Tommy traces his journey from Pivotal Labs in San Francisco to the early days of Indonesia’s tech boom, explaining why Vidio survived when well-funded competitors like Hooq and iFlix all shut down.

Along the way, he gets into where AI has worked and where it has failed at Vidio, how the team is rethinking pair programming in the age of AI agents, what it takes to stream four terabytes per second during live events, and why protecting code quality is ultimately a culture problem, not a tooling one. Tommy also shares a hard-earned view on the agentic AI trend and why understanding the underlying mechanics matters more than chasing the hype.

Key topics discussed:

• How Extreme Programming built Vidio’s 7-year average tenure
• Hiring for attitude: why aptitude alone isn’t enough
• Pair programming reimagined for the AI-agent era
• Why code quality is a culture problem, not a tool problem
• AI failures and wins at Vidio
• How Vidio streams 4TB/s to 2.2M concurrent users
• AVOD vs. SVOD: the model that saved Vidio
• Vendor independence for CDN and AI — why it matters
• What engineers need to understand about agentic AI

Timestamps:

• (00:00:00) Trailer & Intro
• (00:03:07) How Did Tommy Go From Silicon Valley to Jakarta?
• (00:07:22) How Has Indonesia’s Tech Scene Evolved Over the Past Decade?
• (00:13:12) What Happened to Indonesia’s Engineering Talent After the VC Bubble Burst?
• (00:15:03) Why Is Indonesia One of the World’s Most Exciting Tech Markets?
• (00:17:26) How Do You Build a World-Class Engineering Team When Starting From Scratch?
• (00:22:01) What Are the Hidden Benefits of Pair Programming Beyond Code Quality?
• (00:25:28) How Is AI Blurring the Lines Between Engineers and Product Managers?
• (00:28:48) How Do You Justify XP Practices to a Results-Driven Business?
• (00:36:11) What Has Worked and What Has Failed When Integrating AI at Vidio?
• (00:44:19) Is AI an Amplifier or a Threat to Software Engineers?
• (00:46:59) How Does Vidio Use Team Rotation and Shared Ownership to Retain Engineers?
• (00:51:16) How Do You Protect Code Quality Culture in the Age of AI?
• (00:54:16) What Metrics Actually Matter for Engineering Quality?
• (00:58:07) How Will AI-Generated Content Reshape the Streaming Industry?
• (01:06:51) What Does It Take to Stream at 4 Terabytes per Second?
• (01:09:26) How Do You Keep a Streaming Platform Stable During Massive Live Events?
• (01:14:12) How Did Vidio Survive When Other OTT Platforms Failed?
• (01:18:15) Why Does Vendor Independence Matter for Both CDNs and AI?
• (01:21:44) What Should Engineers Understand About the Agentic AI Trend?
• (01:26:17) Tech Lead Wisdom

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Tommy Sullivan’s Bio
Tommy Sullivan leads the software engineering behind Vidio — Indonesia’s leading video-streaming platform. Before joining the Vidio / Emtek group, he helped startups and global enterprises implement agile engineering and lean product development practices in Silicon Valley and Southeast Asia. As a founding member of Vidio, Tommy shaped its early development and steered its evolution from a user-generated content platform to a premium streaming service supporting millions of subscribers. He leads with a focus on data-driven decisions and a humble, collaborative developer culture.

Follow Tommy:

• LinkedIn – linkedin.com/in/tommybsullivan

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