Insights

What we've learned along the way

Notes and primers on shipping production-grade data platforms, analytics, and applied AI.

Articles

All insights

Practical takes from real engagements — patterns, pitfalls, and lessons worth sharing.

A case study examining 3 weeks of git history showing how agents repeatedly fail at visual bugs while succeeding at logic bugs.

A quick primer on agents, tools, and workflows.