The honest story of building Cerberus and why I need real traffic to finish it.  A few days ago I...
The honest story of building Cerberus and why I need real traffic to finish it.

A few days ago I wrote here about a test that failed. It was a synthetic data generator that fell over on real-world noise. I got more engagement on that post than anything I'd written before, which taught me something: developers don't trust perfection. They trust someone who shows the mess.
So here's the mess I'm in now.
The Problem
I build a security platform. Last night I stopped adding features and did something less fun and more...
I run RektRadar, a real-time scam-token detector for Ethereum. This is an honest build-log of one...
A real-world production bug, a protocol-design insight from the community, and why cryptographic...
I tried to build a SaaS. I'm shipping tiny libraries instead. For 7 days I poured energy...
I'm not a security person. I built a small paid SaaS mostly by prompting AI — Cursor and Claude Code...
A read-only audit of my own observability stack, run like an engagement. Almost every serious thing it found was inside a defence…
