--- title: "#graph-database articles | Hashnode" description: "Explore 242 articles tagged #graph-database on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/graph-database" --- Tag # #graph-database 242 posts · 76 followers [Rahul R](https://hashnode.com/@rahul-data) · [Nov 3](https://hashnode.com/posts/amazon-neptune-in-production-7-real-world-issues-that-can-break-your-graph-database/6aea1d4f7d420db0d89473a1) ### [Amazon Neptune in Production: 7 Real-World Issues That Can Break Your Graph Database](https://rahul-dataeng.hashnode.dev/amazon-neptune-in-production-7-real-world-issues-that-can-break-your-graph-database?utm_source=hashnode&utm_medium=feed) Troubleshooting slow Gremlin queries, connection exhaustion, request throttling, memory pressure, and failover challenges in AWS. 9 min read · [rahul-dataeng.hashnode.dev](https://rahul-dataeng.hashnode.dev/amazon-neptune-in-production-7-real-world-issues-that-can-break-your-graph-database?utm_source=hashnode&utm_medium=feed) [Kamal Kishore](https://hashnode.com/@kamalct) · [Oct 30](https://hashnode.com/posts/how-to-detect-financial-fraud-patterns-with-knowledge-graphs-a-production-guide/6ae4a260781c67f55b49b87b) ### [How to Detect Financial Fraud Patterns with Knowledge Graphs: A Production Guide](https://freecodecamp.org/news/how-to-detect-financial-fraud-patterns-with-knowledge-graphs-a-production-guide?utm_source=hashnode&utm_medium=feed) Most anti-fraud architectures in enterprise payment workflows evaluate transactions in isolation. When an invoice arrives, an automated rules engine checks it against static thresholds. It checks whet 21 min read · [freecodecamp.org](https://freecodecamp.org/news/how-to-detect-financial-fraud-patterns-with-knowledge-graphs-a-production-guide?utm_source=hashnode&utm_medium=feed) [Prakrititz Borah](https://hashnode.com/@prakrititz) · [Oct 18](https://hashnode.com/posts/locks-say-no-the-graph-says-why-giving-ai-coding-agents-a-shared-memory-with-falkordb/6ad4cc76c7f9dd7b9a056511) ### [Locks Say No. The Graph Says Why: Giving AI Coding Agents a Shared Memory with FalkorDB](https://relaybrain.hashnode.dev/locks-say-no-the-graph-says-why-giving-ai-coding-agents-a-shared-memory-with-falkordb?utm_source=hashnode&utm_medium=feed) How we turned five agents' transcripts, lock blocks and decisions into one FalkorDB graph, so a blocked agent learns what the other one is doing 10 min read · [relaybrain.hashnode.dev](https://relaybrain.hashnode.dev/locks-say-no-the-graph-says-why-giving-ai-coding-agents-a-shared-memory-with-falkordb?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/locks-say-no-the-graph-says-why-giving-ai-coding-agents-a-shared-memory-with-falkordb/6ad4cc76c7f9dd7b9a056511) [Atharva Naik](https://hashnode.com/@Atharva026) · [Oct 18](https://hashnode.com/posts/a-team-is-a-number-of-seats/6ad50e46ceb82c935cf18ceb) ### [A team is a number of seats](https://atharva026.hashnode.dev/a-team-is-a-number-of-seats?utm_source=hashnode&utm_medium=feed) I built an AI agent that finds hackathon teammates on a graph database. The data told me I had modelled the world wrong three times. On day three of a four-day hackathon, I opened the Teams page of my 12 min read · [atharva026.hashnode.dev](https://atharva026.hashnode.dev/a-team-is-a-number-of-seats?utm_source=hashnode&utm_medium=feed) [Ayan](https://hashnode.com/@bananacoder) · [Oct 18](https://hashnode.com/posts/waking-up-to-the-context-not-just-the-alert/6ad5064204ee624884876f4c) ### [Waking up to the context, not just the alert](https://banana-coder.hashnode.dev/waking-up-to-the-context-not-just-the-alert?utm_source=hashnode&utm_medium=feed) Building Lore on FalkorDB, and what I learned when I switched the graph off 14 min read · [banana-coder.hashnode.dev](https://banana-coder.hashnode.dev/waking-up-to-the-context-not-just-the-alert?utm_source=hashnode&utm_medium=feed) [Subramanya M Rao](https://hashnode.com/@Subramanya11) · [Oct 18](https://hashnode.com/posts/promisegraph-building-a-customer-operations-agent-with-a-graph-memory-on-falkordb/6ad50badceb82c935cf1864e) ### [PromiseGraph: Building a Customer-Operations Agent with a Graph Memory on FalkorDB](https://subramanyarao.hashnode.dev/promisegraph-building-a-customer-operations-agent-with-a-graph-memory-on-falkordb?utm_source=hashnode&utm_medium=feed) Built for Graph Hacks 2026. Tracks: Company Brain · Agents That Act on Connected Data · Agent Memory and Coordination. 11 min read · [subramanyarao.hashnode.dev](https://subramanyarao.hashnode.dev/promisegraph-building-a-customer-operations-agent-with-a-graph-memory-on-falkordb?utm_source=hashnode&utm_medium=feed) [Mahesh Mettireddy](https://hashnode.com/@mahesh-mettireddy) · [Oct 18](https://hashnode.com/posts/why-standard-rag-fails-in-production-debugging-and-how-we-built-a-company-brain-with-falkordb/6ad4e3e5091e31df8ba614e1) ### [Why Standard RAG Fails in Production Debugging — And How We Built a "Company Brain" with FalkorDB](https://falkortrace.hashnode.dev/why-standard-rag-fails-in-production-debugging-and-how-we-built-a-company-brain-with-falkordb?utm_source=hashnode&utm_medium=feed) How FalkorTrace uses FalkorDB multi-hop graph traversal, sandboxed verification, and version-aware memory to solve microservice incidents in <1ms. 6 min read · [falkortrace.hashnode.dev](https://falkortrace.hashnode.dev/why-standard-rag-fails-in-production-debugging-and-how-we-built-a-company-brain-with-falkordb?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/why-standard-rag-fails-in-production-debugging-and-how-we-built-a-company-brain-with-falkordb/6ad4e3e5091e31df8ba614e1) [Manav Sinh](https://hashnode.com/@mnvdev) · [Oct 18](https://hashnode.com/posts/i-work-in-aml-so-i-built-an-agent-that-follows-the-money-through-a-graph/6ad4c968d2fe7cc3c3bc42b7) ### [I work in AML. So I built an agent that follows the money through a graph](https://team-musketeer.hashnode.dev/i-work-in-aml-so-i-built-an-agent-that-follows-the-money-through-a-graph?utm_source=hashnode&utm_medium=feed) How Team Musketeer built Hound: AI agents on a FalkorDB graph that clear false positives, catch mule rings and write SARs you can trace. 6 min read · [team-musketeer.hashnode.dev](https://team-musketeer.hashnode.dev/i-work-in-aml-so-i-built-an-agent-that-follows-the-money-through-a-graph?utm_source=hashnode&utm_medium=feed) [Shivam Vishwakarma](https://hashnode.com/@recxcoder) · [Oct 18](https://hashnode.com/posts/i-gave-my-ai-agent-a-memory-here-s-what-changed/6ad4e2b6bfefd69196d058f6) ### [I gave my AI agent a memory — here's what changed](https://recxcoder.hashnode.dev/i-gave-my-ai-agent-a-memory-here-s-what-changed?utm_source=hashnode&utm_medium=feed) I gave my AI agent a memory — here's what changed How I extended Genesis Agent with a FalkorDB knowledge graph and built something that actually learns across sessions. I've been building Genesis A 7 min read · [recxcoder.hashnode.dev](https://recxcoder.hashnode.dev/i-gave-my-ai-agent-a-memory-here-s-what-changed?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/i-gave-my-ai-agent-a-memory-here-s-what-changed/6ad4e2b6bfefd69196d058f6) [Guransh Deol](https://hashnode.com/@guranshdeol) · [Oct 18](https://hashnode.com/posts/many-alerts-one-cause-an-incident-responder-built-on-a-falkordb-graph/6ad505d78a0ec8f80b38ff79) ### [Many alerts, one cause: an incident responder built on a FalkorDB graph](https://guranshdeol.hashnode.dev/many-alerts-one-cause-an-incident-responder-built-on-a-falkordb-graph?utm_source=hashnode&utm_medium=feed) How a graph walks from four alerts at 2 a.m. to the one change that caused them, and fixes it with a human’s approval 13 min read · [guranshdeol.hashnode.dev](https://guranshdeol.hashnode.dev/many-alerts-one-cause-an-incident-responder-built-on-a-falkordb-graph?utm_source=hashnode&utm_medium=feed)