◢ context budget control
Keep your context
window in the green.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM — same answers, a fraction of the tokens.
library
proxy
MCP server
TOKEN COMPRESSION — INTAKE GAUGELIVE
raw payloadcompressed
0headroom recovered →100%
tool output · 14.2k tok→ 1.1k tok
RAG chunks · 9.8k tok→ 2.0k tok
build log · 31.5k tok→ 1.6k tok
answer paritypreserved ✓
Gauge values are illustrative, not measured benchmarks.