--- title: "Graph used right & built fast: Neo4j at HackwithBay 3.0" url: https://daily.dev/posts/graph-used-right-built-fast-neo4j-at-hackwithbay-3-0-zb1wg0puz source_url: https://medium.com/neo4j/graph-used-right-built-fast-neo4j-at-hackwithbay-3-0-0f49d933cabb type: article source: "neo4j" published: 2026-07-11T00:59:55.712Z updated: 2026-07-11T02:20:53.657Z tags: ["architecture", "ai-agents", "neo4j"] reading_time: 9 upvotes: 2 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Graph used right & built fast: Neo4j at HackwithBay 3.0 **[neo4j](https://daily.dev/sources/neo4j)** · 9 min read · 2 upvotes · 0 comments ## Summary A recap of HackwithBay 3.0, a hackathon held at the AWS Builder Loft in San Francisco where Neo4j was a required tool. Three winning teams built graph-backed AI agent applications in under five hours: VeriGraph (a scientific paper evidence engine using Neo4j to store verifiable VALIDATES/REFUTES verdicts), Constructor (an autonomous semiconductor research assistant treating the graph as an append-only ledger), and The Ultra Super Social Passport (a party icebreaker using community detection and graph traversal to match guests). The post highlights how each team used Neo4j Aura meaningfully — as a typed, constrained source of truth for autonomous agents — and covers three different access patterns: the Bolt driver, the HTTP Query API v2, and RocketRide's built-in Neo4j pipeline component. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How to create AI agents with Neo4j Aura Agent](https://daily.dev/posts/how-to-create-ai-agents-with-neo4j-aura-agent-mc7jpthny) · InfoWorld · 1 upvotes · 0 comments - [Now available: dedicated Neo4j field engineers empowering AI startups](https://daily.dev/posts/now-available-dedicated-neo4j-field-engineers-empowering-ai-startups-t2ltixgyj) · neo4j · 0 upvotes · 0 comments - [I Built a Tiny AI Agent just for fun](https://daily.dev/posts/i-built-a-tiny-ai-agent-just-for-fun-ujqbwwcg1) · neo4j · 68 upvotes · 3 comments --- Tags: [#architecture](https://daily.dev/tags/architecture), [#ai-agents](https://daily.dev/tags/ai-agents), [#neo4j](https://daily.dev/tags/neo4j) [View this post on daily.dev](https://daily.dev/posts/graph-used-right-built-fast-neo4j-at-hackwithbay-3-0-zb1wg0puz)