Articles | Agentica

Claw Compactor: Compress LLM Tokens 54% with Zero Dependencies AI

2026-03-18T13:46:41.000Z

Open-source 14-stage compression pipeline achieves 54% average token reduction across code, JSON, logs, and agent conversations with zero LLM inference cost. Outperforms LLMLingua-2 by up to 88% at ag

llm token compression open source