Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
8 posts tagged open-source 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
- Oct 11, 2026Building a Rust-Native Creative Suite on Apple Silicon: A Complete, Verified InstallationThe complete build, launch, and verification record for the Rust-native creative suite — 8 applications, all written in Rust, all native Apple Silicon, all built from source on a MacBook Pro M4 Pro. Every command was run. Every number is real.rust-nativecreative-suiteapple-siliconlocal-firstopen-sourceinstallation
- Sep 4, 2026The Sovereign Agent Stack — A Local-First, Compile-Time AI Agent FrameworkThe Sovereign Agent Stack (SAS) is a local-first, compile-time AI agent framework that operationalizes the sovereignty thesis from The Rented Sovereign. A complete 7-layer architecture with 156 tests, 23 E2E tests, plugin system, MCP server, and package manager distribution.sovereign-agent-stacklocal-firstcompile-time-aisovereign-aiagent-architectureopen-source
- Jul 5, 2026Local AI Architecture: Running Models on Your Own HardwareYour practical guide to running AI on your own hardware. Ollama setup, model selection, hardware requirements from $2K to $50K, and wiring local inference into a sovereign pipeline.local-aisovereign-aiollamacontext-engineeringlocal-firstprivacy
- Jul 2, 2026Building Autonomous Sovereign AI: How Autoresearch Loops and Expert Fine-Tuning Create Self-Improving Local AI SystemsHow to build self-improving AI systems using autoresearch loops, agent recipes, and domain-specific fine-tuning with open-source tools. A complete implementation guide connecting the latest research from Introspection, Bridgewater AIA Labs, and Thinking Machines Lab.autonomous-agentssovereign-aiautoresearchfine-tuninglocal-firstopen-source
- Jul 2, 2026The Missing Stack: Context Engineering, Agent Harnesses, and the Real Full-Stack Development Paradigm of 2026A deep analysis of what the AI development ecosystem is actually building in 2026 — and what's conspicuously absent from existing coverage. Context engineering, agent harnesses, persistent memory, and the shift from vibe coding to systematic AI-native development.context-engineeringcoding-agentssovereign-aiagent-harnessvibe-codingopen-source
- Jul 2, 2026Context Engineering: The Real Full-Stack Development Paradigm in 2026An exploration of the blind spots in current AI development coverage and the emergence of context engineering, agent harnesses, and the coding agent ecosystem as the true full-stack development paradigm of 2026.context-engineeringcoding-agentssovereign-aiagent-harnessopen-sourceMCP
- 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
- Jan 5, 2026Architectures of Autonomous Voice: Building Ethically-Grounded AI Systems from First PrinciplesA comprehensive guide to building voice-enabled AI systems using open-source components, emphasizing ethical development, local computation, and user sovereignty.voice-aiartificial-intelligenceopen-sourceethicsollamawhisper