Insights
Practical analysis and guides to help you buy, build, and work with AI more effectively.
Agents start checking out on their own: WebMCP pulls agent-to-agent commerce into reality
Shopify opened checkout to browser agents In early October, Shopify let browser-based AI agents complete purchases through the WebMCP protocol: read the cart, change quantities, submit checkout, acros
OpenAI gave every Dot its own cloud computer: AI is no longer just a chat box, it has a workstation
The most visible DevDay move was handing agents a computer At DevDay in San Francisco on September 29, OpenAI launched Dots. The counterintuitive part is not that it is "smarter" but that every Dot in
Vera Rubin enters full production: NVIDIA reworks the economics of the AI factory
Huang repositioned Rubin as the foundation of the "agentic AI factory" After the GTC 2026 keynote, the Vera Rubin platform is in full production, with deliveries starting in the second half of 2026. T
Zhang Yiming Is Personally Driving It: ByteDance's Seedance-Based World Model Could Surface as Soon as October
A Bloomberg report on September 7, with the founder as the headline ByteDance is building a real-time spatial video generation model on top of its Seedance video model. What makes this unusual is Zha
30 Billion Parameters Fitted Into a Phone: On-Device Models Crossed a Line This Autumn
Get the number right: 30 billion total, 2 billion active On September 7, Huawei launched the Mate XT 2 tri-fold in Guangzhou and used the stage to unveil the Kirin 9050 Pro. The line that grabbed att
Top Two Coding Agents Are 0.4 Points Apart: The Race Is No Longer About Being Smart
The top two are 0.4 points apart. This is no longer about who is smarter. On August 21, an independent Terminal-Bench 2.1 score dropped. In the coding-agent track, the gap between first and second is
Grok 4.6 Ships Built for Long-Running Agents, Not Benchmark Glory
Five weeks later, a different kind of release On August 12, SpaceXAI (formerly xAI) shipped Grok 4.6. Just five weeks after Grok 4.5. The interesting part is not that it got smarter. It is that the mo
China's Open-Weight Wave: Qwen Drops 2.4 Trillion Parameters, DeepSeek Moves to Peak-Off-Peak Pricing
One week, two headlines Early August delivered two Chinese model stories back to back. One lifted the "largest open" bar straight to 2.4 trillion parameters. The other quietly changed its pricing, and
Gemini 3.7 Flash Is Out (2026): Near-Production Coding, and the Truth About Half-Price Tokens
Bottom line first On August 13, Google shipped Gemini 3.7 Flash. Its positioning is clear: not the smartest model, but the best value one - built specifically for agents that need to run in productio
Supabase Evals in Practice (2026): What Separates Coding Agents Isn't the Model - It's Context
You could swap in a top-tier model and get about the same as a mid-tier one On August 1, Supabase open-sourced a benchmark called Evals that runs Claude Code, Codex, and OpenCode against real backend
Qwen3.8 vs Kimi K3 (2026): Which Open Chinese LLM Fits Your Business
First Week of August: Two Chinese Giants Drop Heavy Models Alibaba pushed Qwen3.8-Max to 2.4 trillion parameters. A week earlier, Moonshot AI had already dropped the full 2.8-trillion-parameter Kimi K
Google Splits Gemini Into Three Speed Tiers: 3.6 Flash Lands, Robotics ER 2 Follows
For the past year the default logic was simple: bigger model means better model. Google just flipped that. Instead of another giant flagship, it split Gemini into three "speed tiers" so different job