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.
Read resourcePlaybooks / Reference
Working notes for building better AI systems.
Long-form playbooks, courses, and reference material — separate from live tools and travel plans.
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.
Read resourceClaude 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.
Read resource20 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.
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