WorkOS built a software factory: agents pick tickets autonomously, judged by outcomes not PRs

AI Engineer · youtube · 2026-09-27

WorkOS engineer Ryan Cooke explains their internal "software factory": agent TARS lives in Slack/Linear/GitHub and self-assigns tickets via webhooks; a PM agent drafts product docs to solve the blank-page problem; the Horizon orchestration layer fronts an internal MCP gateway he calls the single best investment for such teams. Key argument: measure outcomes (defect rates, recovery time, adoption), not PRs or lines of AI code. Also covers support triage, custom sandboxes, and a company-wide memory layer.

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