I built an AI code reviewer that actually fits into our workflow. It’s a GitLab CI pipeline that reviews merge requests automatically using Claude Code and posts findings as review comments. ...
I’m worried that adding AI to our code review pipelines might actually make our code quality worse - not because of the AI, but because of us. ...
It’s been quite a while since my last post here. Honestly, 2025 was an incredibly overwhelming year for me professionally. I finally found the time to sit down and write this slightly delayed wrap-up, reflecting on what happened and where it’s all heading. The biggest shift for me was not just that AI tools became better, but that my role started changing around them: from writing more code myself to organizing work, context, quality, and small agent-driven workflows. This post is my attempt to make sense of that shift: the productivity gains, the stress, the documentation paradox, and why I think 2026 will be less about hype and more about control. ...