How Claude Code actually fits into my daily workflow
Most descriptions of agentic coding tools focus on the demo moment: type a prompt, watch code appear. That is not really where the value shows up in a real production codebase.
The useful part is earlier and later than that. Earlier, for exploring an unfamiliar part of a codebase before touching it. Later, for drafting a PR description that actually explains the change instead of restating the diff. The middle part, writing the code, is often the fastest step and the least interesting one to talk about.
The rule I hold to is simple: AI generated code goes through the same review it would get from any other contributor. No shortcuts because the diff looks clean. Clean and correct are not the same thing.
More on how I build, in the case studies.
See selected work