Posts
All the articles I've posted.
-
Human-in-the-Loop Is a Design Problem, Not a Safety Net
Bolting a human approval step onto a badly designed agent does not make it safe. It makes a rubber stamp. The human-in-the-loop work is UX and architecture, not a checkbox.
-
The Cost of Agents: A FinOps Model for Token-Hungry Systems
An agent that loops and calls tools spends tokens like a single prompt never does. Here is the cost model that explains the bill, and the levers that cut it without making the agent dumber.
-
Eval-Driven Development: How I Actually Build LLM Features Now
My day-to-day loop for LLM features in 2026: write the eval first, then the prompt, then the code, and fold every production failure back in as a case.
-
Agentic Transaction Systems: Moving Money With Machines You Can Audit
An agent that moves money is only acceptable if every decision it makes can be explained, replayed, and pinned to a responsible party after the fact. The audit layer is the product.