The Software Factory Model for AI Coding Teams

Alexander Opalic laid out a detailed blueprint for what he calls the "software factory" - a development model where small teams of five generalists delegate implementation to AI agents while focusing on architecture, specs, and review. The numbers are concrete: traditional 12-person teams running two-week sprints replaced by same-day shipping with Claude Code agents running in headless mode across CI/CD pipelines. He cites Stripe's Minions system merging 1,300+ PRs weekly using ~500 curated tools and deterministic orchestrators, and Steve Yegge's Gas Town concept coordinating 20-30 parallel agents across feature branches. The framing of skills, backpressure, and self-correcting loops as the actual competitive moat - not the agents themselves - is the sharpest insight. LangChain's Open SWE and Anthropic's Claude Code harness architecture have been converging on similar patterns, but this is the most complete picture of how the pieces fit together in practice.