Software factory — A team of self-learning agents that helps you ship verified, production-ready changes. Field notes on coding agents, shared engineering context, cross-repository delivery, sandbox verification, and human steering. Original articles at https://prinevo.ai/blog.
By Sohit Kumar. Originally published at Prinevo.ai. Maybe not. Your existing setup can be enough if it carries the accepted requirement through the affected repositories, meaningful verification and a
By Sohit Kumar. Originally published at Prinevo.ai. Updated October 29, 2026 The agent fixed the change. But what did the next agent get from that feedback? Coding agents learn from review feedback wh
By Sohit Kumar. Originally published at Prinevo.ai. But who decided that the value was correct? When an agent writes both code and tests, check them against an accepted requirement and expected result
By Sohit Kumar. Originally published at Prinevo.ai. Updated October 29, 2026 What did those checks actually establish? A QA agent should verify the accepted behavior, the affected service boundaries,
By Sohit Kumar. Originally published at Prinevo.ai. Adding another coding agent will not help that queue. To reduce the code review bottleneck, define what a change needs before human handoff, use rev
By Sohit Kumar. Originally published at Prinevo.ai. Updated October 29, 2026 What consumes the response? Does a worker in another repo depend on the old payload? What happens when the frontend and bac
By Sohit Kumar. Originally published at Prinevo.ai. How much work will the next engineer need to change it? Keep agent-written code maintainable by giving the agent the existing design and domain rule
By Sohit Kumar. Originally published at Prinevo.ai. Updated October 29, 2026 Your team has coding agents. They can investigate a repository, implement a change, run tests and help with review. Why wou
By Sohit Kumar. Originally published at Prinevo.ai. Coding agents can write the change. Your engineer still explains the requirement, passes context between sessions, reads the review findings, asks f