Content

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

All211 AI116 Graphs64 GraphRAG5 Knowledge Graphs6 Visualization1 Algorithms2 Security7 GNN1 LLMs & Graphs2 Agentic AI3

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October 10, 2026· ~7 min read

Pi add-ons at a glance: what the extension ecosystem is worth

Research and evaluation of the pi package marketplace in 2026: categories, maturity, security — plus a curated shortlist with practical install and usage examples.

piextensionscoding-agentspi-packages+1 more

October 10, 2026· ~7 min read

pi /until-done in practice: the agent works until the proof lands

A tutorial for /until-done on the pi coding agent: a locked goal, a verifiable done criterion, a mandatory judge — plus a command reference for day-to-day use.

piuntil-donecoding-agents

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agent-loops

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October 9, 2026· ~5 min read

AIML in the LLM Era: The Deterministic Layer Your Chatbot Architecture Forgot

AIML ruled conversational AI from 1995 to 2015 and lost to deep learning. Now that LLM stacks are rebuilding guardrails, canonical intents, and audit trails by hand, the Graphmaster deserves a second read — syntax, matching priority, and where rules beat generation.

aimlchatbotsdialogue-systemsguardrails+2 more

October 6, 2026· ~7 min read

Embedders, Deciders, Generators: The Agent Stack Goes Open

Four Apache 2.0 releases in one week: EmbeddingGemma 2, Strands Decider, Cloudflare Clef, and Aleph Alpha's Kolibri-1 — the agent stack goes open.

embeddingsdecision-modelskolibriopen-weights+2 more

October 5, 2026· ~3 min read

Terms of Sale and Licence

Terms of sale, withdrawal rights, refunds and licence terms for digital products bought on graphwiz.ai.

October 4, 2026· ~8 min read

Hard Budget Caps: The Control Agentic AI Is Missing

A CTO's $78,000 Codex invoice, an 11-day LangChain loop, 63 documented incidents: agentic AI spends money faster than anyone can audit. Hard budget caps, on by default, are the answer.

agentic-aicost-engineeringllm-opsbudgets+1 more