Ideas Weave Every Narrative with AI.
The most popular AI coding Skill, Superpowers, was once a lifesaver. But as models have evolved, its heavy-handed process has become a tax on productivity. The author shares why they’re switching to lighter, more precise tools like grill-with-docs, which ask the right questions and accumulate decision assets instead of burning tokens on ceremony.
Kimi’s K3 model isn’t about 2.8 trillion parameters. It’s about task site management: maintaining context, dynamically loading tools, and controlling costs over long horizons. The future of AI products won’t be decided by who has the biggest model, but by who has the best task scheduler. Developers who don’t adapt will be left moving context files forever.
While everyone thinks Nvidia is the undisputed winner of the AI boom, the real profit center is shifting to model companies like Anthropic. Nvidia is deliberately leaving $40 billion on the table by underpricing GPUs, while secretly capturing margins through SOCAMM memory and network price discrimination. This strategic restraint is a long-term bet — but when it ends, the entire AI value chain will be reshuffled.