Notes from the workbench.

Practical writing on AI workflows, agents, knowledge systems and shipping software that holds up. Written by the people who build it, for the people who have to decide.

Latest articles

5 min read

How to Build Secure AI Agents for Business Operations

A practical architecture for AI agents that take real actions safely: agent charters, typed tools, least-privilege permissions, approval steps, prompt-injection defences and evaluation.

AI AgentsAI Security

1 min read

Why we build with Next.js and FastAPI

Our default stack for product-grade web apps — and the trade-offs that make it hold up under real traffic and real teams.

EngineeringArchitecture

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