Synapse is a personal knowledge orchestrator that builds a real model of each student—how they learn, what they know, what they struggle with—and uses that model to make decisions in every interaction. Instead of summarizing content, it conducts active validation sessions based on the user's own material: open-ended questions, exercises, and the Socratic method. It detects when something isn't working and adjusts its approach in real time. It remembers progress across sessions and schedules reviews using FSRS-6, the most accurate spaced repetition algorithm available today. Built on LangGraph for stateful per-user memory, Vercel AI Gateway for LLM routing, and Neon for vector persistence—all within an architecture designed to scale without changing the tech stack.

Spotlight JLM reimagines event discovery in Jerusalem by using AI to match people with experiences based on mood, not just time and location. It unifies diverse communities across West and East Jerusalem - into one seamless, inclusive platform. It holds the information about all types of events in Jerusalem - from official to underground, cause the AI Agent knows to search through all the platforms. It can accurately detect mood of who asking.

Aire

An AI-powered Vercel deployment log diagnosis tool that turns noisy failed build logs into clear, actionable repair reports. Developers paste a deployment log, get the likely root cause, evidence, confidence level, files to check, commands to run, and next fix steps, then optionally share a sanitized public diagnosis page with teammates. It uses server-side Cerebras inference with mock fallback and is designed around privacy: raw logs are not persisted, secrets are redacted, and shared pages store only sanitized diagnosis results.