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Why AI-Powered IPS Systems Fail and How I Reduced False Positives by 96% Without Blocking Traffic

Why AI-Powered IPS Systems Fail and How I Reduced False Positives by 96% Without Blocking Traffic

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3 min read
How an Independent Developer Defended Their Open‑Source Project from Cloning, Accusations, and Abuse

How an Independent Developer Defended Their Open‑Source Project from Cloning, Accusations, and Abuse

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3 min read
CVE-2026-22892: Confused Deputy in the Chatroom: Dissecting CVE-2026-22892

CVE-2026-22892: Confused Deputy in the Chatroom: Dissecting CVE-2026-22892

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2 min read
CVE-2025-33042: Schema to Shell: Unpacking the Apache Avro Code Injection Vulnerability

CVE-2025-33042: Schema to Shell: Unpacking the Apache Avro Code Injection Vulnerability

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2 min read
The Internet Never Forgets — But Your Email Should

The Internet Never Forgets — But Your Email Should

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3 min read
ObfusPS — Building a Smart, AST-Aware PowerShell Obfuscation Engine in Go

ObfusPS — Building a Smart, AST-Aware PowerShell Obfuscation Engine in Go

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2 min read
Email Authentication That Holds Up in the Real World (SPF, DKIM, DMARC — and the messy parts)

Email Authentication That Holds Up in the Real World (SPF, DKIM, DMARC — and the messy parts)

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6 min read
The New Cost of Trust: Why Supply Chains and Identity Now Decide Whether Your Product Survives

The New Cost of Trust: Why Supply Chains and Identity Now Decide Whether Your Product Survives

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5 min read
The Forensic Black Box: Why Logs That Can Be Deleted Are Security Theater

The Forensic Black Box: Why Logs That Can Be Deleted Are Security Theater

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3 min read
The Deterministic SOC2 API

The Deterministic SOC2 API

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3 min read
Day 1 — Back to Scratch: Relearning Python Without Autopilot

Day 1 — Back to Scratch: Relearning Python Without Autopilot

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2 min read
CVE-2026-26273: The Over-Helpful Doorman: Full Account Takeover in 'Known' CMS

CVE-2026-26273: The Over-Helpful Doorman: Full Account Takeover in 'Known' CMS

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2 min read
Teaching Nmap to Think Like a Pentester (Python + Regex)

Teaching Nmap to Think Like a Pentester (Python + Regex)

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2 min read
Implementing BLE Security on ESP32: LE Secure Connections the Hard Way

Implementing BLE Security on ESP32: LE Secure Connections the Hard Way

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5 min read
Prompt Injection Is the “Social Engineering” of AI Apps

Prompt Injection Is the “Social Engineering” of AI Apps

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2 min read
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