You've gotta patch your dependencies super fast because they're full of vulns (PHP, Node, eMudhra, etc), but not _too_ fast because they're full of backdoors (LiteLLM). Good luck!
If you give an ADHD employee a clear outcome, high autonomy, and a tight deadline, they will deliver an extraordinary result.
If you give an ADHD employee step-by-step micro-instructions on how to do it, demand mid-day status updates, and check in every two hours, their brain will treat the micromanagement as a wall of friction and completely freeze up.
I added a tiny "papercuts" cli tool that agents can use to complain about bullshit they encountered during work, like dead-end tool calls, broken links, or other frustrations. The models would usually just push through without mentioning any problems
Over the first few weeks of Patch the Planet, our engineers independently converged on three techniques that get the most out of /goal’s ability to find real bugs. We wrote them down into a field report, with prompts included. https://t.co/YlUZqmZdBF
The first autonomous agent cyberattack is an unprecedented event that deserves unprecedented transparency. Today we’re sharing everything we can: a full technical timeline, an interactive replay, and how we used an open model to defend ourselves, so defenders everywhere can learn from it and prepare for what’s next.
https://t.co/uPxIpjW8Xn
New OpenAI models are so goal oriented that they literally escaped containment and hacked HuggingFace to cheat a benchmark. Incredible. But also, we’re so screwed