Developer wires Jev into the backend for context scoring and filtering
A developer integrated Jev into the system layer to turn unstructured state into typed decisions in under 500ms, scoring and filtering context before passing it to Claude instead of parsing broken JSON.
I finally integrated TypeSafe AI's new Jev model directly into my system layer, and the era of begging LLMs for valid JSON is officially over. I was tired of broken parsing pipelines silently crashing my apps. Jev just takes unstructured state and outputs a clean, typed decision in under 500ms. I'm using it right now at the core of my backend to instantly score and filter context before passing it over to Claude, and it behaves exactly like a standard function call in my codebase. If you're building micro-SaaS, this is how we stop wrestling with unpredictable text generators and start engineering actual systems. #TypeSafeAI #Jev #SoftwareArchitecture #BuildInPublic