My teams process has 5x our output and reduced our quality issues. But we plan each ticket with Claude and have it research it up front, producing an acceptance criteria list that we validate with human eyes. Then when we work on that ticket, first step is nearly always a heavy research and validation step, then planning the work, then reviewing the research and planning by both agents and humans. Then the coding with is mostly Claude. Then we have a detailed QA/verification step, some of that automated but always requiring a human to run the code locally, test and validate the changes, and requires automated integration tests along with 90% test coverage on all new code. It blows my mind that people would just throw code into production without testing and validation! I'd never do that if I hand wrote all the code, why would I do that if an agent did?
I know the hype promised Agents doing all the work but honestly it mostly just replaced the boring parts for me. The design, planning, and validation is still all human driven. It helps I've been writing software for a living for over 25 years, so I know pretty quickly when something isn't correct. Also I read all the code it produces, it's a rare instance that the PR is so large that I can't and I often make Claude redo those. Though I'll admit Opus 5 seems to produce way too verbose comments and that makes it harder to read all of it.
platinumrad•53m ago