Insights on AI, software development, and building better digital products

The .claude/ directory drifts just like production code. Here's how a dedicated folder manager agent keeps your AI tooling configuration clean and working.

Sprint execution is project management with a keyboard. Here's how a sprint-runner agent handles every ticket end-to-end — no human in the loop.

The ticket says 'add search.' That's it. Here's how a structured ticket agent eliminates vague requirements before a line of code gets written.

Fifteen minutes of friction spread across a hundred small moments. Here's how a design asset agent eliminated the constant overhead of placing files in the right place.

Features miss deadlines not because engineers are slow, but because coordination is invisible overhead. Here's how we built an agent that handles the orchestration so humans don't have to.

Case studies are high-value but slow to produce. We built an AI-powered review skill that checks completeness, flags confidentiality concerns, validates SEO, and gives authors a clear checklist — turning weeks of review into seconds.