Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
15 posts tagged Next.js 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
- 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
- Jan 22, 2026From Scaffolding to Reality: Building the Dynamic Persona MOE RAG SystemComplete implementation guide transforming the theoretical dynamic persona MoE RAG system into a fully functional, end-to-end AI orchestration platform with multi-provider LLM integration, real-time visualization, and production-ready deployment.AIMachine LearningRAGMixture-of-ExpertsKnowledge GraphsOllama
- Nov 3, 2025The Revolution Will Be Documented: A Manifesto for AI-Assisted Software Development in the Age of GatekeepingA provocative manifesto challenging traditional gatekeeping in software development, introducing document-driven development with AI collaboration as a revolutionary methodology for democratizing programming and rethinking what makes a 'real' programmer.AI Assisted DevelopmentDocument Driven DevelopmentSoftware EngineeringVibe CodingGatekeepingProgramming Manifesto
- Oct 20, 2025How to Vibe Code a Next.js Boilerplate Repository - Complete Guide 2025Master vibe coding to create production-ready Next.js boilerplates. Complete step-by-step guide from brainstorming to deployment using AI assistance and structured documentation.Next.jsVibe CodingBoilerplateAI DevelopmentReactTypeScript
- Oct 19, 2025Vibe Coding Session Building a Local LLM-Powered Knowledge GraphA vibe coding session exploring the creation of a local LLM-powered personal knowledge graph system using Next.js, FastAPI, and NetworkX.Vibe CodingLLMKnowledge GraphLocal AINext.jsFastAPI
- Oct 19, 2025Vibe Coding Janitor Session Building a Local LLM-Powered Knowledge Graph Part TwoIn part one I started a vibe coding session with just a vauge idea we and created the following repo using a single prompt. So what I am doing now is I cloned t…Vibe CodingLLMKnowledge GraphLocal AINext.jsFastAPI
- Jul 8, 2025Complete Guide: Building Server-Side Rendered AI Applications with Next.js and Large Language ModelsBuild a Server Rendered AI Powered Page with Next.js + LLMs 🧠 Introduction: Build an AI Powered Web App with Next.js and LLMs In this guide, you're going to bu…Next.jsServer-Side RenderingLLM IntegrationOpenAIOllamaAI Development
- Mar 30, 2025Complete Guide: Building a Personalized AI Learning System with Local LLMs, Knowledge Graphs, and Adaptive LearningA comprehensive technical guide to building a self-hosted AI learning platform with Next.js, FastAPI, local LLMs, knowledge graphs, and retrieval-augmented generation for personalized, adaptive education.AI Learning PlatformLocal LLMsKnowledge GraphsRAGNext.jsFastAPI
- Mar 30, 2025Building an AI-Driven Personalized Learning Platform: Dynamic Lessons with Local LLMs and Knowledge GraphsA comprehensive guide to building a self-hosted AI learning platform that generates personalized lessons, quizzes, and coding challenges using local LLMs, knowledge graphs, and retrieval-augmented generation.AI Learning PlatformPersonalized LearningLocal LLMsKnowledge GraphsRAGNext.js
- Mar 29, 2025Building an AI-Powered Interactive Learning PlatformIn this guide, we will build an interactive learning platform that leverages AI to generate dynamic lessons, quizzes, and coding challenges from user-uploaded Markdown files.AI Teaching AssistantMarkdown ProcessingLocal LLMsPersonalized LearningInteractive QuizzesNext.js
- Mar 9, 2025Complete Guide: Building a High-Performance Quiz Platform with Next.js and Firebase IntegrationA comprehensive guide to building a secure, high-performance quiz platform with Next.js and Firebase, featuring authentication, real-time scoring, iframe isolation, and admin management capabilities.Next.jsFirebaseQuiz PlatformAuthenticationFirestoreReal-Time
- Mar 9, 2025ReasonAI: Complete Guide to Building Local-First AI Agents with Advanced Reasoning and Task DecompositionA comprehensive guide to building intelligent AI agents with local privacy using the reasonai03 framework, featuring task decomposition, real-time reasoning streams, and local LLM integration with Ollama.ReasonAIAI AgentsLocal LLMsTask DecompositionReal-Time ReasoningOllama
- Mar 9, 2025Complete Guide: Building an AI-Powered Next.js Application with Custom Agent Framework and Ollama IntegrationA comprehensive guide to building a Next.js application with a custom agent framework that integrates with Ollama for local AI task automation, featuring real-time streaming, task decomposition, and interactive user interfaces.Next.jsOllamaCustom Agent FrameworkAI Task AutomationLocal LLMsReal-Time Streaming
- Mar 9, 2025Complete Guide: Building an AI-Powered Next.js Application with Mastra and Ollama IntegrationA comprehensive guide to building a Next.js application with Mastra and Ollama integration for AI-powered task automation, featuring real-time streaming, agent workflows, and production-ready deployment strategies.MastraOllamaNext.jsAI AgentsTask AutomationReal-Time Streaming
- Mar 3, 2025Building an AI Text Adventure Generator Web Application: Creating Interactive Stories from Images Using Next.js, Python, and Local LLMs with Ollama IntegrationComplete technical guide for developing an AI-powered text adventure generator that creates interactive stories from user-uploaded images using Next.js frontend, Python backend, and local LLM integration via Ollama for multimodal content generation.Next.jsPythonOllamaAI Text GenerationInteractive FictionWebSocket