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Projects & Research

Tools, Research & Open Source

Security research, open source tooling, and experimental projects. Built to explore, understand, and solve real problems.

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ISeeMP

Maps execution paths in MCP and agent tooling environments to show what an AI system can actually be made to do.

GitHub
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m365-graph-schema-monitor

An offline-first tool for Microsoft Graph metadata snapshots, schema diffing, and change reporting.

GitHub
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coding-agent-baselines

A curated set of instruction packs for consistent, secure, and maintainable AI-assisted software delivery.

GitHub
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WhereMyMVPsAt

Public issue-intake repository for bug reports, feature requests, and responsible security reporting.

GitHub
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Power Elevate

A PowerShell toolkit for provisioning, auditing, and documenting Windows permissions with least-privilege principles.

GitHub
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dusk.li

A Hugo-powered directory that rates websites on dark mode support and color contrast accessibility.

GitHub
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Recent Posts
We Automated Dave: Security Debt at Machine Speed
We Automated Dave: …

This is a personal blog. All opinions are my own - not my employer’s. There’s apparently a new category of security incident called AI escape. Except there isn’t. That phrase might be useful shorthand for headlines, and some of the incidents behind it are genuinely serious, but I think …

August 8, 2026 Read
Prompting Was Never the Control Plane
Prompting Was Never the …

This is a personal blog. All opinions are my own - not my employer’s. At some point over the last few months, I accidentally built a control plane for coding agents. This was not the plan. The plan, to the extent that there was one, was much smaller and much more normal. I wanted coding agents to …

July 1, 2026 Read
 Beyond The Door #1: The Illusion Of The Locked Door
Beyond The Door #1: The …

We keep acting like doors are portals into trust and expected good behaviour. That was never true, but has never been more dangerous an assumption than it is now.

June 14, 2026 Read
The Repository Is The New Package
The Repository Is The New …

The next generation of supply chain attacks aren’t targeting packages. They’re targeting repositories. The June 2026 Azure Functions incident may be a glimpse into what that future looks like.

June 6, 2026 Read
FinOps for Delegated Cognition: GitHub Boiled the Frog Backwards
FinOps for Delegated …

FinOps for Delegated Cognition: GitHub Boiled the Frog Backwards Yesterday started with me staring at a tiny dashboard called CopeLimit. This is not, admittedly, how most normal people choose to spend a Monday morning. Most people, when confronted with a major billing transition from one of the …

June 2, 2026 Read
The AI Credits Era Begins: Notes From the First Morning of GitHub’s New Billing Model
The AI Credits Era …

At some point very early this morning, because apparently this is what my life is now, I found myself watching a tiny dashboard called CopeLimit while GitHub Copilot’s new AI Credits billing model went live. This was not the original plan for the morning. The original plan was probably something …

June 1, 2026 Read
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