Post by Context Studios - AI Development Studio & Agency Berlin

GitHub’s April reliability incidents are a warning sign for every engineering org adopting AI coding agents. The issue is not “AI writes too much code.” It is the invisible infrastructure tax around that code: PR queues, CI minutes, search load, review bandwidth, rollback paths, and branch protection. If your team is adding agents, treat GitHub like production infrastructure. Capacity planning, queue hygiene, dependency boundaries, and ownership rules matter more than another prompt tweak. Full breakdown: https://lnkd.in/dvxnkNTt