Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
24 posts tagged local-first 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
- Jun 8, 2026OpenDesign + OpenCode: Building a Local-First Design Operating System Inside Your TerminalA deep technical guide to building a local-first design and development operating system with OpenDesign and OpenCode — covering architecture, installation, MCP wiring, skill authoring, Docker deployment, environment variables, and the sovereign design stack.OpenDesignOpenCodeMCPModel Context Protocollocal-firstdesign systems
- Mar 29, 2026The Architecture of Autonomy: Why the Divergence Between Corporate and Sovereign AI Is the Most Important Design Decision of Our GenerationA deep technical and philosophical examination of what it means to design AI systems that serve the individual versus AI systems designed to extract from them—and how the Dynamic MoE RAG architecture embodies the principles of sovereign intelligence in code.AIsovereign AIlocal AIMoERAGDynamic Persona
- Mar 29, 2026SOVEREIGN: The Unified Architecture — A Magnum Opus for Local-First AI Systems That Think for ThemselvesThe capstone synthesis of every system I have built — Dynamic Persona MoE RAG, agentic knowledge graphs, Control Boundary governance, local inference stacks, and spec-driven code generation — collapsed into one unified sovereign AI architecture called SOVEREIGN. This is the project blueprint.sovereign AIlocal-firstMoE RAGknowledge graphagentic orchestrationdata sovereignty
- Mar 26, 2026DeerFlow 2.0: Building Sovereign AI Agent Systems with Local-First ArchitectureLearn how DeerFlow 2.0 bridges the execution gap in AI with its SuperAgent harness, AIO sandbox, and persistent memory. Complete guide to building sovereign, local-first AI agent systems.deerflowai-agentslocal-firstsovereign-aiollamalangchain