Stop correcting AI code. Build the system agents need.

The New Stack · 2 months ago · 43 ● 3 sources

Patrick Debois, coiner of DevOps, argues that as AI agents take over coding tasks, engineering organizations should shift focus from correcting AI outputs to building better systems and context infrastructure. The software development lifecycle becomes a context development lifecycle with concentric loops around generation, evaluation, distribution, and observation of context. Engineers must move from prompt-engineering and code fixes to systematic context engineering at the organizational level, treating it as a platform-wide transformation rather than individual optimization.