// logs
Field notes from shipping agents
Strategy, frameworks and lessons from putting AI Agents into production. No fluff.
Frameworksfeatured
The 4 Layers of AI Adoption
Most companies stop at ChatGPT. Here is the full ladder, from chat to fully autonomous infrastructure, and how to know which rung you are on.
Apr 15, 2026|6 min read
Read articleStrategy4 min read
Why Most AI Agents Fail in the First 30 Days
Failed agents almost always share the same root cause. It is not the model, the prompts or the framework. It is the documentation underneath.
Apr 8, 2026Read
Build7 min read
n8n vs Zapier vs Make: An Honest Comparison
We have built production agents on all three. Here is when to pick each, and the one mistake that costs companies thousands per month.
Mar 28, 2026Read
// subscribe
One short note per month
What is actually working in production agents. No noise, no theater.
Subscribe