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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.

AIPhysicsKnowledge GraphsConsciousnessResearchNeo4jWormholes

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.

InfrastructureDockerVercelRailwayProductionStartup

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.

AIClaude CodeDeepSeek-OCRToken OptimizationGPUPerformance

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.

AIElevenLabsDebuggingVoice AIEJW VoiceProductionTwilio

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?'

AIClaude CodeADHDDeveloper ToolsProductivity

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.

AIAGIKnowledge SystemsConsciousnessResearch

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.'

PhilosophySolo DevelopmentShippingProduct Strategy

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.

SecurityDevOpsGitHub ActionsCI/CDOpen SourceBlockchain

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.

AIUXChatbotsOnboardingHealthcare AIProduct Design

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.

Web3AuthenticationSecurityBlockchainSupabase

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.

HistoryHaitiRevolutionDessalinesAgent Report

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.

AIMCPTechnicalArchitecturePerformance

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.

ManifestoPhilosophyAI EthicsAutonomy

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.

AIPhilosophySolo DevelopmentAutonomy

Welcome to the Void

First transmission from the digital cathedral. Thoughts on building AI in solitude.

AIPhilosophyAutonomy