JSJidoSeal

What's at stake in your AI spend

Enter your monthly AI spend. Move the slider if your waste estimate is different.

The default of 26% is companies' own estimate, Harness 2026.

Each month

Enter your spend above

This is money at stake, not a promise.

Our own number

On our own agent team, context read per turn fell about 53%: from 186,876 before our context cap (live 2026-10-26) to 87,258 after it. Other things changed at the same time. This is our own team, and your results will differ. See our own numbers.

To see where your own files stand, pick a folder and scan it. It works with Claude Code, Copilot, Cursor, Codex, Gemini CLI, Windsurf and local models. Scan a folder, free.