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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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OID-See

BloodHound for OAuth in Entra ID — maps third-party app consent, scopes, assignments, and trust signals into a graph to surface impersonation risk and OAuth sprawl.

GitHub
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ISDF — Intune Stateful Device Fingerprinting

Cloud-stamped device metadata for Conditional Access — moves device trust out of the endpoint and into Azure, using TPM-rooted hardware identifiers validated by a Logic App with Managed Identity.

GitHub
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KuShu — Attack & Defence Research

KuShuSec is a collection of cloud security attack and defence research, tools, and mind maps — including the KuShu-Atama attack/defence mind map repository and SPADE research.

GitHub
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Az-Skywalker

A collection of Azure security research tools exposing control plane isolation flaws, cross-plane data exposure, and silent data harvesting in Microsoft Azure iPaaS services.

GitHub
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The Audrey Project

A curated RSS/OPML feed collection for tech and security professionals — helping you stay current without drowning in noise.

GitHub
Recent Posts
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
FinOps for Delegated Cognition: AADLCv2 and the Cost of Letting Agents Rediscover Gravity
FinOps for Delegated …

A few weeks ago I wrote about what I was then calling the Agile Agentic Development Life Cycle, or AADLC …

May 30, 2026 Read
ISeeMP: What Your AI System Can Actually Be Made To Do
ISeeMP: What Your AI …

We keep asking what AI systems can do. That is not the interesting question …

May 5, 2026 Read
Sculpting with Agents: From Prompting to the Agile Agentic Development Life Cycle (AADLC)
Sculpting with Agents: …

I don’t write code. I sculpt it …

May 3, 2026 Read
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