Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
5 posts tagged python 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
- 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 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
- Feb 19, 2026Building a Knowledge-Sharing Chatbot: Turn Expertise Into an AI That Anyone Can QueryHow to build a chatbot that captures your knowledge, answers questions about your expertise, and helps anyone learn from your experience - all running locally with zero API costs.aiollamaknowledge-transferchatbotragpython
- Nov 11, 2025The Complete Guide to VSCode for Free Technical Blogging: From Setup to PublicationMaster Visual Studio Code as your complete blogging platform. This comprehensive guide covers installation, AI integration with Cline and free Grok, MCP servers, persona-driven content strategy, SEO optimization, static site deployment, and production workflows for technical writers who demand control and zero recurring costs.architectureknowledge-graphlocal-aiollamapythonrag
- Oct 21, 2025Ultimate Guide: Export Your Reddit Data to Markdown Using Python & PRAW APIComplete tutorial on exporting Reddit submissions, comments, and saved posts to Markdown format with a powerful Python script. Includes media downloads, retry mechanisms, and full conversation threads. Perfect for data analysis, backup, or content migration.pythonredditprawdata-exportmarkdownapi