Blog / Working knowledge

The manual keeps changing.

Searchable essays, frameworks, and field guides for people making technology useful inside real organizations.

AI systemsOperationsIndustrial techTeamsTools

Featured / Pilot essay

The factory is becoming software.

The modern factory is no longer a fixed machine. It is an operating system that learns.

01
02

AI systems

Agentic engineering changes the shape of a team

When the cost of producing code falls, context and judgment become the scarce resources.
6 min
03

Operations

Stop collecting AI tools. Build an operating system.

A tool saves a step. A system changes the way work moves through the organization.
7 min
04

Field guide

Where automation actually saves time

Start with handoffs, recurring decisions, and the information people keep chasing.
5 min
05

Organization design

The organization is becoming an interface

The best teams make the next useful action obvious—for people and for agents.
9 min