Blog
Thoughts on AI, micro-SaaS, and building software for business.
Antidrift: Treating an AI Agent's Intent as a Conserved Quantity
Long-running agents drift from what they were asked to do. I borrowed the energy function from Hamiltonian mechanics to measure that drift, built it, tested it, and found that half the idea works.
HerdLink
Virtual-fencing collars don't need a tower or fixed alert thresholds — HerdLink shows how reading the herd's social network catches sickness earlier, with zero false alarms.
Star Link V3
Why Starlink V3 Changes Everything: From Dead Zones to Direct Connection
Stockman
*How we built an AI-assisted trading system, and why every component earns its place.*
Strait of Hormuz
Strait of Hormuz — Building a Live Conflict and Shipping Tracker
Quantum vs Classic
We Put a Quantum Computer Up Against Random Forest on a Kaggle Competition. It Lost Badly.
t-rade
# Building an Autonomous Crypto Trading Bot on a Raspberry Pi
Auto Research
Andrej Karpathy released AutoResearch in March 2026 — a minimal agent that runs ML experiments overnight with no human in the loop. Here's how I used it to close a 0.003 AUC gap on Kaggle.
Robots with Wallets
When autonomous agents compete for shared resources, first-come-first-served breaks down fast. Here's a decentralised framework using XRP micro-auctions to solve it.
Grounding Gemini on Ancient Wisdom: RAG with Gemini File Search
How Gemini File Search handles noisy, OCR-damaged historical PDFs that break standard RAG pipelines — demonstrated on an 1887 edition of Marcus Aurelius' Meditations.
Building Micro-SaaS Products with AI
How I approach building focused, AI-powered SaaS tools — from idea validation to production deployment in weeks, not months.
Running AI Locally with Ollama
Why local AI models are becoming a serious option for business applications, and how Ollama makes self-hosted inference practical.