I Had to Write a Script to Submit My Medical Claims to Cigna

A deep dive into automating Cigna's claims portal with AI and browser automation, and how the technical struggles revealed accessibility failures that likely violate federal law. The friction is not accidental but a predictable outcome of a system designed to maximize profit at the expense of patient care.

The Dangers of Coding With AI

A security engineer's wake-up call after Claude Code repeatedly created insecure routes despite existing security abstractions.

Ear Training App

A simple ear training application for practicing interval recognition, built with Svelte 5 and Tone.js

The Need To Do Good

Reflections on finding purpose and meaning in work, challenging shareholder-first capitalism, and the importance of aligning your career with values that contribute to society and humanity.

Deepseek and the Strawberry

Observe the thinking process of Deepseek-R1-Qwen-32B as it tries to figure out how many times the letter r appears in Strawberry.

Measuring Hosting Latency Across Different Platforms

Building a Generative AI Search Engine with PlanAI

Learn how to implement a Perplexity-style generative AI search engine using PlanAI, a Python framework for building AI workflows