Analysis on AI infrastructure, autonomous business systems, and the tools actually worth paying attention to. Written by practitioners, not marketers.
The new Agent Teams research preview is the most significant shift in how developers collaborate with AI yet. Here's what changed, what it means in practice, and which updates you can start using today.
Read Article →Google's TurboQuant isn't just another quantization paper. It reduces AI memory usage by 6x with zero accuracy loss — and the market reaction in memory stocks tells you everything about how seriously the industry is taking it.
Read Article →Morgan Stanley warned that a transformative AI leap is coming in the first half of 2026. GPT-5.4 scoring 83% on economic expert benchmarks isn't a press release — it's a structural shift. Here's what it means for operators.
Read Article →The mistake most companies make when deploying AI isn't choosing the wrong model — it's thinking a single agent can replace an entire department. Here's why org structure matters more than model capability.
Read Article →We build autonomous departments — not just chatbots. Marketing, Sales, Support, Finance, Operations — each with a full hierarchy running 24/7.