Blog

Notes from the studio

Field notes on RAG, agents, and the path from pilot to production. Written for people who ship systems, not slide decks.

Engineering Practice

1–4 of 4

Engineering Practice

AI Document and Workflow Automation: What a Pilot Actually Builds

Invoices, purchase orders, forms and approvals still run on re-keying and inbox chasing. Here is the system shape that removes that work without losing control.

8 min

Engineering Practice

The Agentic OS: Why Every Enterprise Needs an Operating System for Its AI Agents

Chatbots were the first wave. Agents are the actual work. Without an Agentic OS, enterprises keep shipping islands of automation that cannot talk to each other.

8 min

Engineering Practice

Why AI Pilots Fail to Reach Production

The demo looks sharp. Three months later there is still no ship date. Here is what usually breaks between those two moments, and how to close the gap.

9 min

Engineering Practice

When Not to Use an Agent: Choosing the Right Automation Shape

Agents are easy to demo and easy to over-apply. Choose rules, forms, classifiers, RAG, or agents based on risk and variability.

8 min