Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
2 posts tagged kubernetes clear
AI 45sovereign-ai 36Ollama 35ai-agents 31local-first 24local-first-ai 22Python 21RAG 21compile-time-ai 20knowledge-compiler 19knowledge-graph 19LLM 19Tutorial 19ollama 16Local LLMs 15Machine Learning 15Next.js 15FastAPI 13knowledge-graphs 12local-ai 12AI Agents 11MCP 11local AI 10rag 10AI Development 9OpenAI 9React 9Knowledge Graphs 8open-source 8sovereign AI 8
- Jul 18, 2026Compile-Time AI in Practice: How We Built a Kubernetes Knowledge CompilerHow we built k8s-docs-compiler — a Kubernetes knowledge compiler that applies compile-time AI: intelligence moved to the build step, shipped as a static, queryable, versioned knowledge graph with zero runtime inference.compile-time-aiknowledge-compilerkuberneteslocal-first-aiknowledge-graphnextjs
- Jul 14, 2026Synthesizing Memory with Agent: A Local-First Architecture for Persistent AI StateThe prevailing paradigm in AI agent development treats memory as an external retrieval service, a failure mode that fragments intelligence across the model, the context window, and the vector store.ai-agentsmemoryollamachromadbmcplocal-first-ai