Blog
Technical writing from the build floor. AI agents, quantum computing, DeFi systems, infrastructure, and lessons from shipping production software.
Quantum Computing on AWS Braket: A Builder's First Look
I ran quantum optimization circuits on real hardware through AWS Braket. Here's what actually works in 2026, what doesn't, and why builders should care before physicists figure out the software side.
Building Persistent Memory for AI Agents That Actually Stick
How I built AgentSSOT (hari-hive), a cross-session memory system for AI agents using FastAPI and ChromaDB. Why agents without memory are just demos, and what it takes to make them production-ready tools.
Engineering RAG: Sourcing Parts with Precision
How VectorData.solutions ingests BOMs and datasheets into agentic RAG for accurate parts lookup. Architecture details, embedding choices, and real-world production lessons.
Running AI Infrastructure on a Home Lab: What Actually Works
I maintain 12+ production services on self-hosted hardware — Proxmox, Docker, Cloudflare Tunnels, and local LLMs. Here's the real architecture, costs, and failure points.
Delta-Neutral Arbitrage on Prediction Markets: Build Your Automated Edge
Stop chasing direction. Automate your profits with the Polymarket Profit Machine—five detection strategies, Jupiter hedging, and a battle-tested Solana architecture.
Building a Multi-Channel Agent Runtime from Scratch
Why I built Hairy rather than relying on LangChain. Deep dives into channel abstraction, dynamic skill lifecycle, multi-provider LLM routing, and Rust/Go sidecars for heavy tasks.