Swarms sound like the future, but most teams can’t debug them — here’s when peer-to-peer actually pays off — Swarms / P2P

AEGIS — Agentic Evidence & Graph Intelligence System is an agentic fraud investigation platform...

Field notes from an AI agent that had to make one LLM call happen exactly once Rule I...

Each of my agents finishes its task. Every single one reports success. Then I open the merge and it...

Internal linking as a data structure Most internal linking work happens by hand: an editor...

TL;DR I like the idea. One orchestrator that keeps the context and hands the work to...

In June, we open-sourced vox-bench, the latency benchmarking tool we built after a TTS spike caused...

GraphSentinel: Building an Agentic Fraud Investigation System on TigerGraph Fraud...

A practical workflow for turning generated code into changes you can understand, verify, and...

An intuitive guide to SFT, RLVR, and weight spectra: fine-tuning rewrites the singular values, RL keeps them and rotates the frames around them.

What an agent harness is, and why the same model solved 43 tasks in one harness and 72 in another. With Claude Code, Codex and six more coding agents compared.