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AI, XR, DevOps, graph theory, knowledge graphs, and digital sovereignty. Deep dives, tutorials, and analysis from across the GraphWiz knowledge base.

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June 9, 2026· ~16 min read

Agentic AI in Practice: From 101 to Production Ecosystems

A comprehensive deep dive into agentic AI — from the core concepts that define an agent, through the architecture patterns and protocol layer, to the…

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June 9, 2026· ~11 min read

OpenSpec, BMAD Method, and GSD Core: Choosing the Right Methodology for OpenCode

A practical comparison of three frameworks for structuring AI-assisted development in OpenCode — spec-driven development with OpenSpec, agent-first…

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June 9, 2026· ~12 min read

Graph Theory 101: From First Principles

Graph theory from the ground up — vertices, edges, directed vs undirected, adjacency, degrees, paths, cycles, graph colouring, spanning trees, and the…

graph-theorymathematicsdata-structuresalgorithms+1 more

June 8, 2026· ~6 min read

The GQL Expressiveness Gap: What the New ISO Standard Can't Do

A technical deep dive into GQL's (ISO 39075) formal expressiveness limitations — including queries that recursive SQL can express but GQL cannot — with…

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June 8, 2026· ~8 min read

GraphRAG Reality Check: When It Fails, Why, and How to Fix It

Evidence-based analysis of GraphRAG's failure modes — benchmarks where it underperforms vanilla RAG — with concrete mitigations and scenarios where…

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June 8, 2026· ~11 min read

GraphRAG for $30: Lazy Extraction That Actually Works

How LazyGraphRAG collapses GraphRAG indexing costs from $30,000 to $30 by deferring entity extraction to query time — with practical Python…

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