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Research

Notes on building agentic systems.

What we are learning as we build, written for the people doing the same.

Architecture

An agent should never borrow your keys

Most agents in production authenticate as a person. That one shortcut is where accountability quietly disappears.

7 min read

Memory

The context window is not memory

Stuffing more tokens into a prompt is not the same as building a system that knows things. One is a buffer. The other is infrastructure.

6 min read

Multi-agent

Ants do not hold meetings

The most studied multi-agent systems on earth coordinate without messaging each other at all. They leave marks in a shared environment instead.

8 min read

Evaluation

A benchmark is a snapshot. A track record is evidence.

We hire people on what they have done repeatedly. We deploy agents on what they did once, in a demo. That asymmetry is the whole problem.

7 min read

Operations

The autonomy slider

The question is never whether to keep a human in the loop. It is which loop, on which task, and at what cost.

6 min read

Infrastructure

Run it where you can turn it off

Every serious operator eventually asks the same two questions about their agent stack. Who can switch this off, and can I take my data with me?

7 min read

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