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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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July 12, 2026· ~4 min read

Laguna S 2.1: Poolside's 118B Agentic Coding Model That Fits on a Single DGX Spark

Poolside's Laguna S 2.1 is a 118B-parameter MoE coding model with 8B active parameters, a 1M-token context, and thinking mode.…

poolsidelagunacoding-agentllm+4 more

July 12, 2026· ~8 min read

Graph Algorithms in Practice with Neo4j: PageRank, Shortest Path, and Community Detection

A hands-on guide to running graph algorithms in Neo4j using the Graph Data Science library — PageRank for influence, shortest path for routing, and…

neo4jgraph-databasegraph-algorithms

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July 12, 2026· ~10 min read

Graph Data Modeling with Neo4j: Patterns, Anti-Patterns, and Pragmatic Design

A practical guide to graph data modeling with Neo4j — labels, relationships, hyperedges, time-aware graphs (temporal properties, snapshot nodes, event-…

neo4jgraph-databasedata-modelingcypher+1 more

July 11, 2026· ~4 min read

Aether-7B-5Attn: A Fully Open Sovereign Foundation Model with Heterogeneous Attention

VIDRAFT's Aether-7B-5Attn is a 100% open-source foundation model with five distinct attention mechanisms arranged on a Latin square.…

aethersovereign-aiopen-sourcellm+4 more

July 11, 2026· ~5 min read

LLM Observability and Eval-Driven Development

How to trace, evaluate, and monitor LLM applications in production — from prompt versioning and eval suites to cost tracking and drift detection.

llmobservabilityevaluationlangfuse+4 more

July 11, 2026· ~4 min read

LLM Runtime Monitoring: OpenTelemetry GenAI and Production Debugging

Runtime monitoring and instrumentation for LLM applications — OpenTelemetry GenAI semantic conventions, streaming metrics, LLM gateway patterns, multi-…

llmobservabilityopentelemetryruntime-monitoring+5 more