What Is Context Engineering in AI? A Practical Guide
Context engineering gives an LLM the right instructions, tools, and evidence at the right time so it can complete tasks reliably. Many teams start with…
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Debugging With Aura Agent
If someone had asked me five years ago if we would ever have C-3PO-like AI for real, I would probably have said no. Sure, the…
Analyze a Complex Network in Neo4j With User-Defined Functions
This demonstrative project is designed to explore how it’s possible to extend Neo4j’s capabilities by implementing a user-defined function (UDF) that checks whether an IP…
What Is Model Context Protocol (MCP)?
Model Context Protocol (MCP) is a universal way to plug external data sources, tools, infrastructure, and APIs into an AI model as context. MCP gives…
Outages Observer: Learning from 2025’s Top Outages to Build Unbreakable Systems in 2026
If 2024 was the year outage anxiety crept into boardrooms, 2025 was the year fragility became impossible to ignore. This article first appeared on Read…
How to Build Resilient GenAI and Agentic Apps with Intelligent Memory
As GenAI applications evolve from chat interfaces to autonomous agents, they are also introducing real infrastructure challenges. Model hallucinations, service outages, and scaling limitations are…
2025: Benchmarking for reality and building systems that last
This year the tech industry faced big changes: DORA regulations went into effect, the increasing adoption of AI and AI agents, and major outages. As…
What’s Invisible in Your Supply Chain Could Cost You
No matter your role in supply chain management, the pressures are all too familiar: new regulations that create technical debt for your organization, disruptions to…
Why FinTech Is Moving to Distributed SQL Databases
FinTech teams are operating under more pressure than ever. As digital financial services become the default for consumers and enterprises alike, the margin for error…
Welcoming Kapil Hetamsaria, Our Chief Business Officer for Strategic Partnerships and Alliances
We’re honored to welcome Kapil Hetamsaria as Neo4j’s new Chief Business Officer for Strategic Partnerships and Alliances. Kapil brings decades of experience from McKinsey, Microsoft,…
Neo4j Sink Connector for Confluent Available as Managed Connector on Confluent Cloud
Over the past few years, we’ve been partnering with teams at Confluent to enable the Neo4j Connector for Confluent to run in their Confluent Cloud.…
DevSecOps With Graph for Valuable Insights
In my previous article, I explored how combining data from IT services, infrastructure, and other sources can help you better understand your IT landscape and…
Resilience by Design: How CockroachDB Helps Companies Recover from and Prevent Ransomware Attacks
The rate of ransomware attacks is increasing. Year over year, the number of publicly mentioned victims of these attacks have reached historic highs, including one…
Connecting the Data Dots: How Isaac Wong Leads R&D at Cockroach Labs
When Isaac Wong talks about building systems, he puts people before servers or code. A mathematician turned engineering leader, Wong is constantly connecting abstract theory…
NODES 2025 — A Recap in 10 Videos
We did it again! NODES 2025 brought thousands of graph developers and data enthusiasts together for 24 hours of live sessions on AI engineering, graph-powered…