Train What You Deploy:Token-Faithful Post-Training of a Production Coding

Cheng Li, Jiexiong Liu, Yixuan Chen +1

Existing post-training pipelines for coding and terminal agents suffer severe token and control fidelity errors: simplified training environments mismatch production deployments, a…