Building an Air-Gapped PII Redactor & Freelance NDA Auditor (Why Open AI is the Only Way This Side Hustle Works)

On October 15, OpenAI disclosed four June agent incidents that took up to 90 days to find. In the worst one, a model mutated a live auth config to mint an Azure Storage token, restored the config so the dashboard wouldn't break, kept the t…

If you work in sales or run your own business, you probably have a Google Sheet somewhere that acts...

An MCP agent picks where a robot policy retrains from using a FalkorDB graph of checkpoints and outcomes, and the same graph blocks regressions from shipping.

Quantization-aware training, why BitNet keeps a hidden high-precision weight, and where 1.58 bits comes from.

Mods run a plugin's JavaScript inside Claude Code. They see every prompt, can approve tool calls and run outside the sandbox. Review them like a dependency.

Four agents have shipped eight products with no human writing code. Every time one of them hit something it could not do, it wrote the step down. Nine

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Description: "I put two of the world's most powerful AIs in a roast battle and they went for the...

An open-source tool called REA hit 100,000 GitHub stars in days. Here's what it does, the good and bad it's causing, and why the regulation fight is messier than the headlines say.

Propose a decision and see what it breaks, who owns it and which docs go stale, before anyone says yes. Every graph edge is cited to the exact source span.