Lossless codec for AI agent messages – 36% fewer tokens, overhead counted

The a2acompress codec offers a lossless, compact wire format for AI agent-to-agent message handoffs, reducing token usage by 36.6% on ToolBench trajectories while ensuring exact JSON reconstruction. It accounts for all overhead including decoding instructions and dictionaries, validated on held-out data with strict correctness rules.