NecroCode: The Open-Source Codebase Necromancer & Spectral Auditor 👻

PageSift 0.80: extraction results that warn when they're incomplete, a rebuilt PDF layer that preserves structure, hand-written Office/EPUB parsers, and a fuzz pass — with correctness held to a no-speed-regression rule.

Every benchmark tells a model what to do. I wanted to see what happens when nobody does. So I gave...

One view out of three. Two templates out of three. Three prompt builders out of four. Six languages...

When I published the calibration study showing the GEO score does not predict citations, one question...

A methods note. One person's lab; a full run of one model costs $1-41. Every claim below comes from a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

A frontier model ended two unattended builds after 16 and 37 of 300 allowed calls with the words \"I'll get to them next.\" Turn-end is not completion. Here is a stop-check that reads the diff and re-runs the tests before your pipeline bel…

Meta's Muse gives its agent a stand-in token and swaps the real credential in at the network boundary. After two October incidents around that agent, here is how to build the same boundary for your own stack in a single Node.js file with n…

I built Stepswitch, a free, MIT-licensed orchestrator for coding agents. It splits a task into steps...

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4: Ghost in the...