> Local models are getting really good. They are great for basic tasks like summarization and translation but for the best results from coding agents and from

> Local models are getting really good. They are great for basic tasks like summarization and translation but for the best results from coding agents and from 90% of so-called AI startups who are using these APIs, they are all purchasing tokens. No different to operating a slot-machine towards vibe-coders who are the AI companies favourite type of customer - spending endless amounts of money on tokens for another spin at fixing an error they don't understand.