I've been using AI coding assistants (Claude, Codex, etc.) and kept hitting token limits because terminal output is SUPER noisy. A single pytest command can eat 30,000 tokens of your context.

So I started using SAGE (Smart Agent Guidance Engine) - it sits between your terminal and AI agents, compressing output by 93% while keeping all the important stuff.

CLI install pip install psycgod-sage

sage connect (Git OAuth)

What it does: