Voltage Park reposted this
21 teams. 6 hours. One beta product. Here's what we learned from GraphN's first TECH WEEK by a16z hosted by Validia and Lightning AI. We let builders use GraphN cold at our hackathon (no onboarding) then sat back and watched what they made: - An 8-agent clinical trial matching system - A Neo4j-backed prior-authorization engine - A PR triage layer running 14 custom functions. All told: 19 workflows were published before the clock ran out. - Two teams independently built medical AI workflows. - Three independently built guardrail patterns. That kind of convergence across unrelated teams tells you more than any roadmap deck. The pattern builders settled into: GraphN for building and visualizing pipelines, Lightning AI for model fine tuning , connected over MCP, driven from Cursor and the CLI. And it held up under real load. Zero downtime, roughly 3,500 executions, no rate limits reaching users. While still beta, this event handed us a sharp list of what to build next, but it also gave us the opportunity to watch teams build production-shaped systems on day one. That's the signal we came for. If you lead research or platform and want a closer look, we encourage you to apply for GraphN beta access now.