Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
6 posts tagged memory 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 16, 2026The Sovereign Knowledge Compiler Explorer: A Recipe for Compiling Knowledge Into a Static, Living ArtifactA fully static, prerendered knowledge explorer with zero runtime inference — built from a deterministic compile-time curriculum compiler. This is the recipe: how it was made, why it works, and how any human or AI can reconstruct it from a corpus.ai-agentsmemorylocal-first-aicompile-time-aiknowledge-compilerknowledge-graph
- Jul 15, 2026I Compiled My Blog Into a Decision GraphI pointed the Sovereign Knowledge Compiler at all 153 posts on this blog, ran it on a local LLM, and got back a decision graph. Here is what it found, the live interactive demo, and why compiling memory beats retrieving it.ai-agentsmemorylocal-first-aicompile-time-aiknowledge-compilerknowledge-graph
- Jul 15, 2026The Sovereign Knowledge Compiler: Compile-Time Memory for Local-First AI AgentsA revised architecture for agent memory that treats cognition as something compiled once into inspectable artifacts rather than retrieved fresh on every query — grounded in how OpenAI's Agents SDK, Mem0, and Hindsight are already converging on distillation, and extended with decay, conflict resolution, and CRDT-based device sync.ai-agentsmemorylocal-first-aicompile-time-aiknowledge-compilerrag
- 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
- Jun 14, 2026Sovereign Memory Bank: A Deep Dive Into Autonomous Cognitive Memory for Agent SystemsA deep dive into Sovereign Memory Bank, an autonomous cognitive memory system that transforms markdown documents into a continuously evolving seven-layer memory architecture optimized for agent reasoning and knowledge synthesis.memoryai-agentsknowledge-graphraglocal-llmcognitive-memory
- Jun 14, 2026Sovereign Memory Bank: Autonomous Cognitive Memory for Agent SystemsA deep dive into Sovereign Memory Bank, an autonomous cognitive memory system that transforms markdown documents into a continuously evolving seven-layer memory architecture optimized for agent reasoning and knowledge synthesis.memoryai-agentsknowledge-graphraglocal-llmcognitive-memory