Notes, experiments, and playbooks on building production LLM applications, orchestrating autonomous agents, and optimizing software delivery. Written for developers and practitioners.
A comprehensive, practical guide to deploying OpenClaw as a persistent local AI agent to completely automate your daily web research and content summarization.
A complete technical reference on the Agentic Loop architecture, exploring the Claude Agent SDK lifecycle, context compaction, and how to build autonomous while-loops.
A comprehensive technical reference on AI Agent Harnesses. Learn architecture, security, cost optimization, and how to deploy LangGraph agents into production with custom harnesses.
How to build a decoupled three-tier AI stock research agent using LangGraph, FastAPI, and hybrid LLM routing (Ollama/Gemini) for optimal cost and performance.
How to stop accidental data leaks to ChatGPT and Claude without slowing down your engineering team.
AI Engineer & Systems Practitioner
Building LLM products, researching multi-agent orchestration, and setting up secure deployment pipelines. Formerly writing DevOps playbooks, now mapping the production AI stack.
Learn more about my experiments arrow_forwardEverything published here is tested locally and run against real applications. We avoid corporate jargon, consultant hand-waving, and empty marketing hype.
Designing, optimizing, and operating reliable AI pipelines in production. Context truncation, pricing model controls, hybrid search architectures.
Orchestrating autonomous decision-making loops and workflows. Complex state machines, multi-agent frameworks, LangGraph orchestration.
Practical implementations, fine-tuning methodologies, model evaluation frameworks, and speech-to-text models on Azure and cloud environments.
Accelerating local development velocity, command-line interfaces, automated CI/CD pipelines, container optimizations, and secret scanners.
We send out weekly breakdowns of RAG implementations, agent logic flows, Docker optimizations, and code checklists. Straight code snippets, zero fluff.