Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
22 posts tagged local-first-ai 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 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
- Jul 10, 2026The Telemetry Intelligence Engine: A Local-First GraphRAG System for Website AnalyticsA spec-driven walkthrough of the Telemetry Intelligence Engine (TIE): a local-first GraphRAG system that turns GA4 telemetry and site content into a behavioral knowledge graph an operator can query in natural language.graphraglocal-first-aiknowledge-graphsanalyticssovereign-ai