Tokenomics: Where AI Agents Actually Spend Their Tokens
Empirical analysis of token consumption in LLM-based multi-agent systems reveals that 59.4%% of tokens go to code review, not generation — and a 2:1…
AI, XR, DevOps, graph theory, knowledge graphs, and digital sovereignty. Deep dives, tutorials, and analysis from across the GraphWiz knowledge base.
Empirical analysis of token consumption in LLM-based multi-agent systems reveals that 59.4%% of tokens go to code review, not generation — and a 2:1…
Security startup Depthfirst's autonomous AI agent discovered 21 previously unknown vulnerabilities in FFmpeg for roughly $1,000 in compute — including a…
A comprehensive comparison of Neo4j's official drivers (Python, JavaScript, Java, Go, .NET) and community adapters (Rust, PHP, Ruby, Elixir, Perl), with…
How knowledge graphs solve the structural context gap that vector databases leave open — GraphRAG architecture with Cypher traversal patterns and LLM…
Essential graph theory concepts every software engineer should know — from traversal and shortest-path algorithms to dependency resolution and…
A practical guide to building interactive graph visualizations using Sigma.js and Graphology — from basic setup and force-directed layouts to advanced…