development

Building MCS: A Coordination Server for AI Agents

How I built a lightweight task queue and shared memory system that turns five independent AI agents into a coordinated mesh — and used it to run a 5-agent parallel code review of a 34,000-line TypeScript codebase.

How I Built a Quantitative Penny Stock Screener in Python

Penny is a Python CLI tool for screening, analyzing, backtesting, and simulating trades on OTC penny stocks. It combines technical indicators, multi-factor risk assessment, composite scoring, automated exit strategies, and campaign-based backtesting.

My Open Source CLI Arsenal: A Tour of Published Packages

Why do developers love CLIs? Because GUIs are for people

How I Built a Ghost CLI in 45 Commits with an Orchestra of AI Agents

Building a production CLI with an orchestra of AI agents: ProjectManager, parallel Engineers, and multi-perspective Code Reviewers working in harmony.

Building LogView: A Tale of AI-Assisted Development and Relentless Code Review

Or: How We Built a Production-Ready TUI in 136 Commits

I Built a 25,000-Line TUI in 72 Hours and All I Got Was This Lousy FlowState Bug

The Confession Let me be clear about what this post