• The system uses human-in-the-loop governance to oversee high-risk code like payments and security is prioritized for mechanical tasks while complex requires strict human policy gates.

Context
The industry is shifting from simple coding assistants to agentic engineering systems that operate within isolated workspaces. This evolution aims to automate the entire development lifecycle through policy-driven pipelines.

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Firecrawl

How to Build an AI Software Factory: Agents That Open, Review, and Merge PRs

An AI software factory runs fleets of autonomous coding agents that open, review, and merge PRs. How Stripe, Spotify, Shopify, Uber, and Ramp built theirs, broken into five stages you can implement.

www.firecrawl.dev

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