An agentic development workflow where non-technical testers file tickets and Claude carries them most of the way to a merged PR — with me as the reviewer in the loop. ~40% of issues resolved end-to-end.
Non-technical testers surface real bugs and ideas, but the cost of translating each one into a spec, then code, then a tested PR is high — and it bottlenecks on engineers for even small, well-defined work.
Wired a pipeline where testers file GitHub tickets and Claude drafts a PRD from each one.
I review the PRD, then Claude develops directly from the approved spec.
I test the result and merge — keeping a human decision point on everything that ships.
Meta: this very portfolio site was built with Claude Design inside the same loop.
~40% of incoming issues resolved end-to-end through the agentic flow.
Engineers freed from well-defined tickets to focus on hard problems.
A repeatable, safe template for AI-native development with humans in control.