Independent research on Claude Code internals, Claude Agent SDK, and related tooling.

See what Claude Code and Codex actually send to the API — and what each part costs.

A curated list on AI token economics: what tokens cost, where they get wasted, and how to cut the bill. Tools, benchmarks, papers, and copy-paste configs for the token economy of LLMs and coding agents.