Python

I Built a CLI to Replace Expensive AI Directive Generation

April 29, 2026

There has to be a way to get the Coding Agent and Design Agent into a loop, even within AI IDE Programs, to remove the friction of acting as a …

What Ants Taught Me About Systems Design

March 15, 2026

The outlet for a lifelong obsession with insects that pre-dated video games. Two realities colliding.

I’ve been fascinated by insects since I …

PhantomArbiter: Orchestrating the Hybrid Engine

March 7, 2026

The Original Vision

PhantomArbiter was built to execute high-speed arbitrage opportunities on the Solana blockchain.

What Went Wrong / The Pivot

The …

The Engine Legacy: From Asteroids to rpgCore

March 7, 2026

The Vision

Learning to build the foundation before the house. The transition from a discrete project to a generalized toolkit.

Why I built an engine …

The Hybrid Engine: Rust Performance, Python Agility

March 7, 2026

The Vision

Speed is everything in DeFi, but rigidity is a death sentence. A pure-Rust bot is fast but a nightmare to iterate on. A pure-Python bot is …

Building rpgCore: Cross-Language Architecture for Multi-Genre Games

February 14, 2026

rpgCore taught me that architectural clarity is worth more than raw performance when prototyping complex systems. Here’s how we bridged Python, …

Automating 60% of My Job: Data Pipeline & Lead Enrichment Lessons

February 5, 2026

When I started as a Data Administrator, I inherited a mess: spreadsheets, manual data entry, no integration between systems. So I built a pipeline to …

Teaching Pong to Play Itself: My First Neural Network Experiment

January 15, 2026

I wanted to experiment with basic learning AI to understand it better. So I taught Pong to play itself.

Generation 0: 0% win rate, random paddle …