Plan Explainer: the PR comment that stops your client from saying 'looks good' to 2 deleted databases

PAP standardizes the front door for personal agents. We explore one answer to what sits behind it: a company agent that talks but holds no execution authority. What that caps, what it doesn't, and what is untested.

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

Recap During the AI Agent development craze over the past year, the first Agent many...

It's 11:47 PM in Patna. Classes ended hours ago, and a coaching teacher is typing tomorrow's practice...

A local-first government tender radar: open-weight clause extraction, evidence-verified eligibility matching behind a citation guard, TabPFN win scoring, guarded compliance drafting. Built for Hacktoberfest Week 2 (Side Hustle).

I experiment with skills often, constantly tweaking the ones I create and trying out skills from...

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.