The AI Lab

The workshop where “I should automate this” actually happens. Curated gems on AI, productivity, and automation. Less “the future of work” and more “getting today’s work done.”


💎 Gems


👥 Experts

Alex McFarland

AI systems for creators who ship.


🔗 Sources

NEJM study

Surgical safety checklists reduced complications from 11% to 7% and deaths from 1.5% to 0.8%—not through better training, but through consistent procedures.

Cognitive offloading

Moving instructions from working memory into the environment reduces errors and mental load.

Stop Wasting Time on Claude’s Web

Level up with Claude Code - set up local skill development


🧰 Tools

Claude Skills

Claude Skills Docs.

Google NotebookLM

Your research and thinking partner, grounded in the information you trust, built with the latest Gemini models.

Nano Banana Pro

Image generation model from Google.