Blog
The antitoken notebook.
Short, plain notes on what AI coding now costs, and how a compiler changes the bill.
Why your AI coding bill jumped 25x in 2026
The major AI coding tools moved to token-based billing. Here is why bills jumped, and the flat-price fix.
Slopsquatting: when your AI invents a package that does not exist
AI assistants hallucinate package names and attackers weaponise them. A compiler cannot, because it never invents an API.
How to make AI coding spend predictable without capping your engineers
Usage-based spend swings with usage. Move the heavy work off the meter onto a flat price.