adrida/tracer

Distill your LLM traces into a fast hybrid System 1 models. Open-source ML + LLM inference with calibrated deferral.

About the project

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

1 file for Codex and OpenCode: tracer AGENTS.md — 1,915 tokens loaded in every session.

1,036Stars on the repository
1Files it configures its agents with
1,915Tokens loaded in every session
2Agents configured

Instructions

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.