Workflow
Where AI belongs
Finding useful opportunities, mapping the work, separating stable rules from judgment, and choosing the right amount of autonomy.
Blog
Field notes for people building AI that has to work.
Practical writing on workflows, agents, architecture, tool use, evaluation, security, production, and the business case behind the build.
Latest writing
Notes from the work behind the demo.
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What you will find here
The parts that matter after “look, it works.”
Architecture
How the system should behave
Agents, tools, context, retrieval, memory, state, routing, handoffs, permissions, completion rules, and recovery.
Evidence
How to know it works
Evaluation, ugly failure cases, security controls, observability, human review, cost, ROI, rollout, and production lessons.
Prefer a structured path?
The course puts the pieces in order.
Start with the real first lesson for free. If the approach fits, full access is $297 once.