Pwnkemon

Notes from the team

Architecture decisions, technique writeups, and product stories from building an agentic security platform. Updated when we ship something worth writing about.

Story·5 June 2026·6 min read

IronWorm wants to run on your CI runner. Ours doesn't run there at all.

JFrog and Ox Security disclosed IronWorm: a self-propagating npm worm with a Rust infostealer that fires from a preinstall hook and hunts 86 env vars and 20 credential files. Here's exactly what our no-code-on-your-runner architecture buys you when a worm like this is live, and, honestly, where it doesn't help.

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Story·25 May 2026·7 min read

13 minutes against OWASP Juice Shop: anatomy of a real Pwnkemon scan

We pointed Pwnkemon at the most-scanned vulnerable web app in the world and let the agent decide what to look for. 13 minutes later: 11 confirmed findings including a critical SQL injection that took the app offline and a JWT key exposure path to admin takeover. Here's what the agent actually did, in order.

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Story·24 May 2026·4 min read

The day our daily self-scan saved our launch

Six hours before launch, our own product caught seventeen CVEs we'd picked up overnight. Including a cryptography library advisory published less than twelve hours earlier. Here's what dogfooding actually looks like.

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Architecture·24 May 2026·6 min read

Why we don't run scanners on your GitHub runner

Every other security GitHub Action runs scanner code on your CI runner, the same runner that holds your deploy secrets. We think that's the wrong tradeoff. Here's the architecture we chose instead.

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Architecture·23 May 2026·5 min read

What an LLM-triaged security report should look like

Most scanners ship you a database query result and call it a report. We think the report IS the product. Here's the anatomy of a Pwnkemon scan output: what's in it, what's deliberately left out, and why.

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