Steve Yegge on Agentic Coding, Beads, and the Future of AI Workflows [AI Tinkerers - "One-Shot"] .

Steve Yegge on Agentic Coding, Beads, and the Future of AI Workflows

Joe Heitzeberg
Joe Heitzeberg — AI Tinkerers - "One-Shot"
December 01, 2025

Steve Yegge, who until earlier this week was Head of Engineering at Sourcegraph (makers of Amp) and is a longtime Amazon and Google engineer, joins us to share his advanced workflows, the tools he depends on, and his approach to building with agentic coding in real projects. If you’ve been paying attention, you’ve probably already seen Beads, the lightweight memory system he released that has recently exploded in the agentic coding community.

What’s Inside

  • The 85 percent rule for agent-written code
  • How to guide agents like a team lead
  • The Land the Plane session shutdown protocol
  • Beads: a Git-backed memory layer for structured work
  • Why multimodal debugging is becoming essential

Watch the Episode

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We hope you’ll enjoy this practical look at how one of the most experienced engineers working with agents today structures his entire workflow.

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