Shipping software with autonomous agents changes how teams think about delivery. In this post we share what we learned building the Agentic Delivery Layer — from keeping humans in the loop to production-grade guardrails that let agents move fast without breaking things.
We cover the workflows, the failure modes we hit, and the practices that made agent-driven development reliable enough to trust in production.



