Notes from the trenches.

Practical guides, release deep-dives, and post-mortems on real findings. Written by the operator building the tool.

NEW 2026-04-17 · 8 min read

How the v2.8 Anomaly Hunter finds 0-day bugs that rule-based scanners miss

Ten independent hunters looking for weirdness instead of signatures. A look at the design philosophy, sample findings, and why anomaly-based scanning complements (not replaces) rule-based tools.

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2026-04-10 · 6 min read

From "might be vulnerable" to actual proof: the Verify Now engine

Walkthrough of the 9 category-specific exploit verifiers — canary reflection, time-based blind, content signatures, context-aware XSS. Safe payloads only.

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2026-04-03 · 5 min read

Why I moved the license secret off the client (and why you should too)

A code review caught a critical issue: the signing secret was compiled into the .exe, meaning one leaked copy would let anyone mint keys. Here's how I fixed it.

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2026-03-28 · 7 min read

A checklist for scanning your own site safely

Before you fire up any scanner against production, take 10 minutes to set up the guardrails. Rate limits, backups, maintenance windows, and which payloads are genuinely dangerous.

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