Notes on AI, software, and what actually works.
Technical writing on AI, agentic tooling, software engineering, and computer science: how we build, what we're learning, and what's actually worth knowing.
12 min readMy AI Agents Ship Code While I Sleep. Nobody Reviews It.
My AI agents ship code overnight, unreviewed: autonomy gates, verification they can't fake, and graph engineering's building blocks done in plain markdown.
AIClaude CodeAutonomous Agents
7 min readScripting a Full AWS Amplify Deploy: No Console Clicks
How to take a React Router 7 app from local folder to a live custom domain using only the AWS CLI, with the exact flags and errors you'll hit, and why the console workflow doesn't script.
AWSAmplifyReact Router
9 min readBending Light in a Fragment Shader: Real-Time Gravitational Lensing in the Browser
Building an interactive Schwarzschild lens with React Three Fiber, GLSL, and one mid-build architecture pivot. Plus the JWST Pandora's Cluster recursive joke at the end.
Three.jsWebGLGLSL
6 min readHow to Evaluate a Software Development Partner
Red flags, green flags, and the questions that actually matter when choosing who builds your software.
BusinessSoftware Development
5 min readHow to Get an Accurate Software Development Quote
Start with outcomes, invest in discovery, and learn to compare quotes that seem wildly different.
BusinessSoftware DevelopmentPricing
8 min readWhat Does Custom Software Actually Cost in 2026?
Real pricing ranges for custom apps and software. No fluff - transparent cost breakdowns and how to budget smartly.
BusinessSoftware DevelopmentPricing
14 min readThe Renaissance Thesis: Why I'm Betting AI Expands Software Engineering
A historically grounded argument for why AI will expand software engineering, who's actually at risk, and what has to go right. From someone who's lived through the shift.
AISoftware EngineeringCareer
10 min readDeploying React Router 7 to AWS Amplify with Full SSR Support
A step-by-step guide to deploying server-side rendered React Router 7 applications to AWS Amplify using the vite-plugin-react-router-amplify-hosting adapter.
AWSReact RouterSSR- 2025
10 min readVisualizing the Scale of the Universe with React Three Fiber
Building an interactive 3D journey from the Moon to the Observable Universe, handling 23 orders of magnitude in a web browser.
Three.jsWebGLSpace 
8 min readBuilding a Real-Time Neural Network Visualizer with React Three Fiber
How I built an interactive 3D visualization of neural network inference using WebGL, ONNX Runtime, and React Three Fiber.
Three.jsWebGLMachine Learning
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