# Straw: Compress big infra into one md file – 99.5% LLM token reduction

> Source: <https://github.com/ilyesarf/straw/>
> Published: 2026-06-24 21:11:11+00:00

- Logs: 3,774 lines -> 37 patterns (99.0% reduction)
- Topology: 746 edges -> 11 flows (98.5% reduction)
- Metrics: 507 samples -> 15 elevated (97.0% reduction)
**Total Token Reduction: 276k Tokens (Raw) -> 1100 Tokens (with straw) (99.5% reduction)**

``` bash
$ go run main.go stream.txt
```