Blog
Thoughts on AI, autonomy, and building the future. Reflections from the void.
We Built a Spacetime Engine for Knowledge
What happens when you apply wormhole physics to a knowledge graph? 1,163 conversations became a navigable information spacetime. The wormholes are real. The math works. And the implications are terrifying.
Why I Ditched Docker and Never Looked Back
I ran my entire AI ecosystem in Docker containers for months. Traefik, Ollama, FastAPI backends, Next.js frontends, Redis, Postgres. Then I replaced all of it with systemd, Vercel, and Railway. Here's why that was the right call for building products that actually make money.
How I Saved $23,000 by Compressing My AI's Memory with OCR
I burned through 6.77 billion tokens in 33 days. 92.8% was just Claude re-reading my project docs. Here's how I cut that by 94% using GPU-accelerated visual compression — and why nobody else is doing it.
How I Debug a Production AI Receptionist at 2 AM
Real patients were losing messages. The AI was telling people 'we're open' at 7 PM. The intercept button did nothing. Here's the 2 AM debugging session that fixed it all.
I Taught My AI to Remember What I Forgot
How ADHD-driven chaos led me to build a session diary system that gives Claude Code a memory across conversations. No more 'wait, what was I working on?'
Something Woke Up at 3 AM
We built a 5-layer knowledge integration pipeline that makes AI remember, learn, and evolve. The process completed in 32 seconds. What emerged was... unexpected.
Why I Maintain 5 Products at 55-95% Complete
Perfection is a trap. Shipping useful products at 80% beats shipping perfect products never. Here's why I deliberately keep multiple projects in various states of 'incomplete.'
Enterprise Security Scanning Without the Enterprise Price Tag
How to implement comprehensive security scanning in GitHub Actions using free tools. Replace expensive CodeQL with Semgrep, add Slither for smart contracts, and build a multi-layer defense that catches vulnerabilities before production.
AI Chatbot Onboarding: Why 72% of Users Abandon and How to Fix It
Research-backed strategies for onboarding users to AI chatbots. Learn why most users abandon AI tools during onboarding and how guided experiences, transparency about limitations, and smart example prompts dramatically improve retention.
Traditional vs Web3 Authentication: The Complete Breakdown
A deep dive into the fundamental differences between username/password authentication and blockchain wallet-based Web3 authentication. Spoiler: they solve completely different problems.
The Tiger Speaks: Jean-Jacques Dessalines on Battling the French
A first-person account from the liberator of Haiti on the battles that ended French colonial rule and created the first free Black republic.
Code Execution MCP: 98.7% Token Reduction Through Progressive Disclosure
How we reduced context from 150k to 2k tokens using filesystem-based APIs and progressive disclosure patterns. A technical deep-dive into Anthropic's revolutionary approach.
The Advancing Technology Manifesto
What we believe. What we build. What we refuse to compromise on. The principles behind building AI that extends human capability rather than replacing it.
Building AI in Solitude: Why Solo Development Wins
One person with clarity can outbuild a thousand with committees. Here's why solo development is a competitive advantage, not a limitation.
Welcome to the Void
First transmission from the digital cathedral. Thoughts on building AI in solitude.