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Field notes on governing AI agents at runtime: MCP policy, spend controls, approvals, audit trails, and real incidents.

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A Protocol Revision Can Switch Off Your Guardrails Without Raising a Single Error

MCP 2026-07-28 made the protocol stateless. We audited Helio against it and filed sixteen issues. The ones that mattered were not the ones that broke loudly, they were the controls that kept reporting success while enforcing nothing.

Oli Guei MCP Governance Security

A Proxy Cannot Guard Its Own Config File: Where Helio's Enforcement Boundary Actually Is

We found that a process sharing the proxy's user could rewrite Helio's policy live, lift its dashboard secret, and reload a tampered file through a read-only mount. Here is what we reproduced, what shipped in v0.13.1 and v0.14.0, and what the default install still does not defend.

Oli Guei Security Governance

Context Is Not a Safety Boundary: Where Agent Guardrails Actually Have to Live

We verified every incident we could find where AI agents or the tools they call caused real harm. The constraints that failed all lived inside the model's context - and a context window is a buffer, not a boundary.

Oli Guei Governance Security

Malicious npm Packages With Valid SLSA Provenance: Inside the TanStack Attack

On 11 May 2026, malicious @tanstack npm packages shipped with valid SLSA provenance (CVE-2026-45321). Why every signature check passed - and what it means for supply-chain trust.

Oli Guei Security

MCP Agent Governance: The Missing Layer Between Your Agent and Disaster

Your MCP agent can call any tool it can reach, and nothing deterministic checks what it does. The AI agent governance layer most teams skip - and how to fill it.

Oli Guei Governance MCP

Put the gate in. Then let them run.

Install the open-source proxy, watch real traffic, then add the rules your agents need.

Read the 5-minute setup