Agents That Actually Work
Moving from impressive demos to reliable, multi-step autonomous agents that operate in real business environments with proper guardrails and observability.
Explore guideOpen field guides
Useful systems for doing better work with AI.
Practical guides, tools, and reference materials — designed to be used, not admired.
The Loop Playbook
20 AI feedback loops you can build today — from cold outreach optimization to churn prediction. Each pattern includes the action, signal, adjustment, implementation tips, and guardrails.
Explore guideClaude Code Advanced Course
Master CLAUDE.md, build a second brain, wield agent harnesses, parallelization, auto research, browser automation, and security — 12 modules of advanced AI development.
Explore guide20 AI Tricks You Can Use Today
The evergreen tactics that still pull their weight, plus nine new tricks — dreaming agents, outcome rubrics, dynamic workflows, and more.
Explore guide