One rule shaped Error Feed: every detected failure needs an owner and a place to start. Each scan finding maps to Prompt, Tools, Orchestration or Guardrails. Repeats become one issue, with evidence…

AI agent reliability shouldn’t require stitching five tools together. Future AGI is an open-source, self-hostable platform for evaluating, observing, protecting, and improving LLM and AI agent…

2/ The quiet fix is the one I care about most: privacy. The old creator fallback could render a raw email when no display name existed. Now email is internal-only. The UI shows a name or stable…

Shared templates cross a trust boundary, so imports fail closed: • strips active tool configs • rejects remote-media URL blocks • blocks unsupported formats • bounds schema size/depth • rejects…

4/ Verified end-to-end in the live UI. A prompt referencing a null column is rejected before provider dispatch, and the response comes back with empty token usage and zero cost. That is the behavior…

MOST VIBE CODERS WILL SCROLL PAST THIS AND KEEP SUFFERING. DON'T BE ONE OF THEM. a batch of free ai tools just dropped that quietly fixes every annoying part of agent coding. miss them and you're the…

I did not expect the @perplexity_ai team to open a PR that made our evaluation layer do something we had not built ourselves. They added their Sonar models as judge options on self-hosted @FutureAGI_…