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AI Proposes, Rules Decide

AI is a superb drafter of policy and a dangerous decider of it. The resolution is a division of labour: AI proposes, a deterministic engine decides — versioned, reversible, and optional per organisation. These pieces work through what it takes to keep judgment auditable while still letting AI help.

Written for The Builder — Head of AI · Principal/Platform Engineer.

AllThe Boundary ThesisGovern at the Choke PointAudit the Why, Not Just the WhatAgents Speak Intent, Not ImplementationAI Proposes, Rules Decide

AI Proposes, Rules Decide

Introducing actlint

actlint is our first open-source project: a static, deterministic linter that checks whether an MCP server's declared risk hints match what it actually does.

FJul 10, 2026 · 8 min read

AI Proposes, Rules Decide

The Automation Reflex Breaks Down at the Governance Layer

The instinct to automate everything that is slow or expensive is almost always right. Governance is the exception - and understanding why matters for any team deploying agents at scale.

FMay 27, 2026 · 5 min read

AI Proposes, Rules Decide

There Are Two AIs in Every Agentic System. Most Teams Only See One.

AI agents are reshaping enterprise software. So is AI tooling for the people who run enterprise software. Conflating these two is one of the most common architectural mistakes we see.

FMay 20, 2026 · 4 min read

Field notes on the agentic enterprise.

No noise. A few times a month, when there's something worth saying.

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Boundary Infrastructure · Shannon Logic