Testing & QA — Tech News

Before an AI agent acts: a shared contract for intent, provenance and evidence

I maintain PIC Standard (Provenance & Intent Contracts), an Apache-2.0 protocol for making AI agent actions checkable before they happen. The id…

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A security tool that only finds the vulnerabilities its author expected is not very interesting. So I'm trying something different with Aqiron Secur…

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I have spent a lot of time building Aqiron Security. Then I realized something uncomfortable: I know how it behaves on my machine. I don't know how…

For the past few weeks, I have been building Soterios , an open-source, local-first security and system maintenance suite for Windows. The idea star…

A "good first issue" is not actually beginner-friendly if a contributor must install a mobile app, an API, two speech engines, and model files befor…

🚀 Join the Omnia Community — Contributors Wanted Hello everyone, I'm building Omnia , an open-source, privacy-first productivity workspace designed…