TRACER: replace 90%+ of your LLM classification calls with a traditional ML model. Formal parity guarantees. Self-improving.
TRACER is a routing system that uses traditional machine-learning models to handle predictable LLM classification requests and sends uncertain cases back to the LLM. It is for reducing the number of LLM calls while checking that the smaller model remains aligned with the teacher model and improving the routing policy from new traces. The catalogue instruction covers how to use and operate this routing workflow.
Latest release v0.3.0 — tracer-llm 0.3.0 · 19 Jun 2026
These files are adrida/tracer's own configuration. They tell Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.
AGENTS.md A 1,842 tok