An open-source backend layer just cut AI agent tokens by 3x.
— AlphaSignal AI (@AlphaSignalAI) 12 mai 2026
Claude Code burned through 10.4M tokens with 10 errors on a single project.
One change cut that to 3.7M tokens with zero errors.
The fix was adding InsForge as a backend context layer.
It's an open-source platform… pic.twitter.com/RnoconUkAN
An open-source backend layer just cut AI agent tokens by 3x. Claude Code burned through 10.4M tokens with 10 errors on a single project. One change cut that to 3.7M tokens with zero errors. The fix was adding InsForge as a backend context layer. It's an open-source platform