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GitHub’s Agent Era: 14x Commits, 200M Developers, Copilot’s Next Act — Kyle Daigle

Jun 3, 2026 · 1:24:44

GitHub COO Kyle Daigle joins swyx to unpack the agent era at GitHub, from Copilot's evolution beyond code completion to how he personally runs 15 agents on Saturdays for executive work. He explains why GitHub's infrastructure is breaking under 14x commit growth, the shift from mega-skills to atomic micro-skills, and how agents like WorkIQ and MCP servers provide company context for non-technical leaders. Daigle also addresses scaling challenges, the npm acquisition, and why Microsoft is investing in open-source agent platforms like OpenClaw.

Devin’s 80% Moment: Background Agents, 7x PRs, & End of Hand-Held Coding — Walden Yan & Cole Murray

Jun 1, 2026 · 1:09:33

Walden Yan (Cognition CPO) and Cole Murray (OpenInspect creator) join Swyx to unpack the rise of background agents: why a December 2025 model inflection made spec-to-PR workflows viable, how Devin's brain-outside-machine architecture handles security and scaling, and the unsolved challenges of repo setup, memory, and multi-agent orchestration. They argue uncontrolled vibe coding regresses codebases to the worst engineer, explain Devin's 7x merged PR growth to 80% of commits, and stress that local testing infra is the key to agent adoption.

⚡️ Google's Open AI Strategy — Omar Sanseviero, Google DeepMind

May 25, 2026 · 29:59

Omar Sanseviero, head of Developer Experience at Google DeepMind, breaks down Gemma 4's novel architecture with per-layer embeddings that enable parameter offloading, allowing a 2B active parameter model to run fast on devices. He explains trade-offs between dense and MoE models, notes fine-tuning is declining as base models improve, and highlights Gemma 4's native multimodal support for audio, images, and short video. The team is growing in Singapore and India, and Kaggle's recent integration will help benchmark agent capabilities.