Cloudflare and Vercel shipped competing code sandboxes within 48 hours — one using containers, the other microVMs. The real story is what this reveals.
File-based planning is quietly becoming the universal protocol for agent reliability — and it has nothing to do with model quality.
Four June 2026 launches — robot models, text-to-CAD, and AI architecture — mark the moment physical design AI graduated from research to usable tooling.
Five products launched in two weeks — developers cannot see what their AI coding agents are doing. A new category is crystallizing in real time.
Smart glasses that surface coding agent state in peripheral vision solve a problem no other dev tool has touched: the human round-trip delay.
A new paper says grep beats vector search for AI agents. The real story is that your agent harness matters more than your search algorithm.
Google's Gemma 4 QAT variants with MTP support in llama.cpp deliver 120 tokens per second on a $600 GPU — making local inference genuinely competitive with cloud APIs.
