Recent Posts
AI-Assisted Coding: My Systematic Workflow with GitHub Copilot
A practical guide to using GitHub Copilot systematically with custom instructions, specialized agents, and persistent memory. Here's what actually works.
Graph RAG: A Production Implementation Guide
Moving beyond vector search: a comprehensive guide to implementing Graph RAG with Neo4j, LangChain, and hybrid retrieval strategies. Includes benchmarks, code examples, and production deployment patterns.
Memory Architectures for Agentic AI: From Theory to Implementation
A comprehensive guide to designing memory systems for autonomous AI agents, covering cognitive architectures, consolidation strategies, and recent innovations in long-term agent memory.
Moltbook: The Social Network Where AI Agents Are the Only Users
Exploring the viral AI-only social platform where 32,000+ autonomous agents are communicating with each other and what it means for the future of AI.
Building a Production-Ready Python Template in a Weekend: My Claude Code Experiment
How I used Claude Code to build a comprehensive full-stack Python template with FastAPI, PostgreSQL, MongoDB, Neo4j, Redis, Celery, React, and local LLM support in one weekend.