01 / Writing

Notes from the build.

Architecture, .NET, cloud, AI, and graph databases — written from production, not theory.

All.NET 19AI 11C# 9Architecture 7Graph Databases 7.Net Core 6ASP.NET Core 6NebulaGraph 5Postgresql 4EF Core 3Edge AI 3IoT 3MCP 3Semantic Kernel 3nGQL 3Agent Framework 2ArangoDB 2Azure 2Blazor 2Graph Database 2Knowledge Graph 2LLM 2OpenAI 2RAG 2Security 2Semantic Search 2Tech 2TimescaleDB 2Vector Search 2.Net Core Push Notification 1AI Agents 1AWS Deployment 1AWS Lambda 1Access Management 1Agent Memory 1Agents 1Arduino 1Authentication 1CDK 1CORS 1CQRS 1Custom Claim 1ESP32 1Embedded 1Embeddings 1EntraId 1IAC 1IBM MQ 1Infrastructure as Code 1JWT 1MediatR 1Message Queue 1Neo4j 1Observability 1OpenTelemetry 1Postgres 1Raspberry Pi 1Recommendation Systems 1Research 1Rust 1SignalR 1WebMCP 1Windows Universal App 1pgvector 1

Featured · October 6, 2026 · 6 min

Keeping Your Knowledge Graph Current Without a Dedicated Team

A knowledge graph that nobody updates becomes a lie with good syntax. This article builds the automated maintenance loop — deriving edges from git history, deployment manifests, and OpenTelemetry service maps, reconciling on a schedule, and handling conflicts with provenance on every edge.

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