AI is not a tool we bolted onto an existing process — we rebuilt our delivery pipeline around it. Since February 2026 our whole team works agentically: story, planning, implementation, tests, review. Production code is written almost entirely by agents. We decide what gets built, in which architecture and under which conventions — and we stay accountable for what lands in the codebase.
Humans orchestrate, agents execute. Every change passes the CI gates, human review is mandatory, and nothing merges without a senior engineer's approval.
Compound engineering. Every problem we solve flows back into the system — as a convention, an executable rule, a documented decision that the agents apply by themselves next time. A mistake is not "kept in mind" for the next round, it becomes a rule that prevents it. Project knowledge lives in the repository instead of in people's heads: versioned, reviewable and immediately effective for everyone on the team, human or agent. The practical effect is that projects get faster the longer they run, not slower.