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Hopefully not just an afterthought!

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Top 100 PyPI packages have 1502 open advisories - I scanned them

Top 100 PyPI packages have 1502 open advisories - I scanned them

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3 min read
QR Code Error Correction Levels Explained: L, M, Q, H

QR Code Error Correction Levels Explained: L, M, Q, H

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6 min read
How I Built a Unicode Sanitizer to Stop Hidden Prompt Injection Attacks

How I Built a Unicode Sanitizer to Stop Hidden Prompt Injection Attacks

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4 min read
Your EOL Dependencies Are a Compliance Problem — Not Just Tech Debt

Your EOL Dependencies Are a Compliance Problem — Not Just Tech Debt

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4 min read
How I Discovered and Deobfuscated a Hidden PHP Backdoor on My Server

How I Discovered and Deobfuscated a Hidden PHP Backdoor on My Server

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2 min read
React End-of-Life Dates — What's Actually Supported in 2026

React End-of-Life Dates — What's Actually Supported in 2026

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4 min read
Why Runtime Governance for LLM Agents Is Inevitable

Why Runtime Governance for LLM Agents Is Inevitable

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4 min read
APPROVED_SPENDERS Policy: Control Which Contracts Your AI Agent Can Approve

APPROVED_SPENDERS Policy: Control Which Contracts Your AI Agent Can Approve

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4 min read
I Ran My ML Secrets Detector Against My Own Repositories — Here's What It Found

I Ran My ML Secrets Detector Against My Own Repositories — Here's What It Found

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10 min read
Blocking Secrets Before They Hit the Repository: Building a Pre-Commit Hook With ML

Blocking Secrets Before They Hit the Repository: Building a Pre-Commit Hook With ML

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9 min read
Human-in-the-Loop: The Runtime Enforcement of requires_approval

Human-in-the-Loop: The Runtime Enforcement of requires_approval

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3 min read
Why I Chose Random Forest Over Deep Learning for Secrets Detection

Why I Chose Random Forest Over Deep Learning for Secrets Detection

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8 min read
Training on Synthetic Data: How to Build an ML Security Tool Without Touching Real Leaked Secrets

Training on Synthetic Data: How to Build an ML Security Tool Without Touching Real Leaked Secrets

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9 min read
Stop Scanners from Hammering Your PHP App — Without a Database or External Services

Stop Scanners from Hammering Your PHP App — Without a Database or External Services

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5 min read
WordPress security: the 10-minute monthly checklist that catches real problems

WordPress security: the 10-minute monthly checklist that catches real problems

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6 min read
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