Edgee Claude Code Compression

Sacha Morard and his team looked at the millions of developers burning through Claude Pro plans every day and saw a problem nobody was addressing: you're in the middle of coding, Claude's in flow, and then—bam—plan limit. Session dead. Context gone. Starting over. For heavy Claude Code users, this isn't a bug, it's a feature killer.

So they built Edgee, a token compressor that sits between Claude Code and Anthropic's API and squeezes the inefficiency out of every request. The results from their Endurance Test are wild: they completed 26.5 instructions versus 21 in the baseline—a 26.2% improvement. Each instruction consumed 20.8% less of the plan. And here's the kicker: even though the Edgee session ran longer and did more work, it was actually 5.1% cheaper per task. The math literally works in your favor. Same plan, same tasks, more done, less spent per unit of work.

The magic is semantic compression—stripping redundant tokens while keeping the meaning intact so Claude still understands what you're asking. Too aggressive and you degrade the output; too light and you don't save anything. Edgee's tuned for Claude Code's patterns and handles it automatically. No workflow changes needed, just point your CLI at their gateway instead of Anthropic's direct API.

This is the kind of tool that sounds boring until you realize it basically gives you a free 26% more Claude Pro every month. For developers who live in their terminal, that's not a nice-to-have—it's money back in your pocket. The team is open-source (check claude-compression-lab on GitHub) and they've been validating this approach with real benchmarks since March 2026.