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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.

Featured·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

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Engagement

What a Go/No-Go memo looks like

Before anyone funds an AI build, someone should write down whether to build it. Here is what that document contains, with an illustrative sample.

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

Technical Deep Dive

Human-in-the-Loop Design for Production Agents

Autonomy without pause points is a liability. How to place approval, escalation, and override where risk actually lives.

10 min

Technical Deep Dive

Evaluating RAG Before You Scale: Golden Sets and Metrics That Matter

Someone liked an answer in Slack. That is not a release gate. How to measure retrieval and generation separately before you scale.

11 min