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 โ 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.

MCP server connections break constantly, killing developer flow. Here is how to configure them at the project level so your team stops losing hours to connection issues.