Code

Upstream reports and open source

Read the code, not the claim. Every report below links to the public issue, so you can see what the maintainers did with it.

Reports to other projects

gitman #505

jacebrowning/gitman

Found in the cache-key study. One cached environment was serving five Python versions. The maintainer merged a fix (PR #508) and closed my report as completed.

Fixed

genblaze #163–167

backblaze-labs/genblaze

Five defect reports on Backblaze Labs' genblaze SDK, filed while I was building Cast. The maintainer closed all five as completed.

Closed

faiss #5550

facebookresearch/faiss

My report that on Arm, FAISS's int8 scalar quantizer falls back to the float path. My own benchmark later refuted two speed claims I'd made, and I withdrew them in the issue. No maintainer reply yet.

Open

Ed-Fi tools

edanalytics/earthmover, lightbeam

Two issues I filed with reproductions, showing cases where Education Analytics' open-source earthmover and lightbeam can drop records. I also sent a one-line fix as a PR. The maintainers haven't confirmed them yet, and all three are open.

Open

Open source and builds

pipeline-reconcile

Claude Code plugin · MIT

A Claude Code plugin that checks the records a data pipeline said it delivered actually landed. Passed Anthropic's plugin directory review.

Public

stat-reasoning

Prime Intellect Environments Hub

Statistics tasks for training and testing AI models, graded by code. Published on the Prime Intellect Environments Hub as rowset/stat-reasoning.

Published

cast

hackathon build

One recording, re-spoken in other languages in the same voice, with a hash-checked record of every step.

Live

truehue

hackathon build

Color-season analysis from one selfie that shows its reasoning.

Live

More hackathon builds

summer 2026

inspection-autopilot, plumbline, throughline and husika-alert. Each shipped with a demo and a write-up.

Public