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Goodhart's Law in Benchmarking: When the Metric Becomes the Target

Goodhart's Law in Benchmarking: When the Metric Becomes the Target

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7 min read
I Built What I Benchmark. Here's How I Try Not to Cheat.

I Built What I Benchmark. Here's How I Try Not to Cheat.

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9 min read
I Maintain 23 Benchmark Suites Across My Own Packages. Only 1 of the Serverless Ones Has Real Numbers Yet.

I Maintain 23 Benchmark Suites Across My Own Packages. Only 1 of the Serverless Ones Has Real Numbers Yet.

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9 min read
Auditing What Your Email Agent Actually Did

Auditing What Your Email Agent Actually Did

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5 min read
Beyond SLSA: How to Stop Zero-Click CI/CD Worms with a 9-Step Plan

Beyond SLSA: How to Stop Zero-Click CI/CD Worms with a 9-Step Plan

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8 min read
Inter-Rater Agreement and Cohen's Kappa: When Your Labels Are Opinions

Inter-Rater Agreement and Cohen's Kappa: When Your Labels Are Opinions

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7 min read
The Base Rate Problem: Why 95% Precision Means Nothing Without Context

The Base Rate Problem: Why 95% Precision Means Nothing Without Context

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7 min read
What Your AI Agent Quietly Leaks: A Data-Privacy Checklist for Fintech and Healthtech

What Your AI Agent Quietly Leaks: A Data-Privacy Checklist for Fintech and Healthtech

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4 min read
We Got Blacklisted Because of a Banking Trojan We Didn't Even Have

We Got Blacklisted Because of a Banking Trojan We Didn't Even Have

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3 min read
Your DR Test Passed. The Assumptions Didn't.

Your DR Test Passed. The Assumptions Didn't.

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5 min read
If you can decode it, it was never encryption: untangling encoding, hashing, and encryption for Security+

If you can decode it, it was never encryption: untangling encoding, hashing, and encryption for Security+

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3 min read
Implementing a Zero-Trust MikroTik Firewall with Terraform

Implementing a Zero-Trust MikroTik Firewall with Terraform

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3 min read
Enterprise Homelab: K3s, Authelia & Longhorn on Proxmox with Terraform

Enterprise Homelab: K3s, Authelia & Longhorn on Proxmox with Terraform

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6 min read
Surviving Azure Policies: Zero-Trust Hub & Spoke with Terraform

Surviving Azure Policies: Zero-Trust Hub & Spoke with Terraform

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4 min read
NIS2 Article 21 in Azure: Implementing Network Security Controls with Terraform

NIS2 Article 21 in Azure: Implementing Network Security Controls with Terraform

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5 min read
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