“Implementing test-driven development, and planning out software architecture in accordance with my long-term product roadmap” can you give some concrete examples of how CC helped you here?

Yeah, so I continuously maintain a claude.md file with the feature roadmap for my product (which changes every week but acts as a source of truth). I feed that into a claude software architecture agent that I created, which reviews proposed changes for my current feature build against the longer-term roadmap to ensure I don't 1\ create tech debt with my current approach and 2\ identify opportunities to parallelize work that could help with multiple upcoming features at once.

I have also a code reviewer agent in CC that writes all my unit and integration tests, which feeds into my CI/CD pipeline. I use the "/security" command that Claude recently released to review my code for security vulnerabilities while also leveraging a red team agent that tests my codebase for vulnerabilities to patch.

I'm starting to integrate Claude into Linear so I can assign Linear tickets to Claude to start working on while I tackle core stuff. Hope that helps!