Blog

Engineering notes, product updates, and the story behind what we build.

OpenTN is Live: Campaign Finance Data for Every Tennessean

Position5 launches OpenTN, a free platform that makes Tennessee campaign finance data searchable, scoreable, and actually understandable. Follow the money.

OpenTN Product Launch Open Source Position5

Information Bars, Part 3: When Smart Math Meets Real Markets

The information-driven bars were mathematically perfect but practically broken. The culprit: an unstable equilibrium hiding in the random walk dynamics of balanced markets.

Arcana Data Engineering Trading

Information Bars, Part 2: The Math Behind Imbalance Bars

A step-by-step walkthrough of how tick, volume, and dollar imbalance bars work, plus their cousin, run bars. No hand-waving.

Arcana Data Engineering Trading

Information Bars, Part 1: Why Standard Market Data Falls Short

Every trading chart you've ever seen uses time bars. They're intuitive, universal, and they're hiding information from you. Here's why, and what I'm doing about it in Arcana.

Arcana Data Engineering Trading

Quinn FAQ is Live: Our First WordPress Plugin Hits the Market

Quinn FAQ officially launched today on WordPress.org. A thank you to the WordPress community, what we learned building our first plugin, and how you can get a free annual license.

QuinnFAQ WordPress Product Launch Position5

Arcana: From Raw Data to Real-Time Decision Making

How Arcana handles massive data ingestion with fault tolerance, and what comes next as we prepare data for Position5's sequential phase, Sigil.

Arcana Data Engineering Open Source

The Indie Developer's Moment

Why now is the best time to be an independent developer, and what Position5 is building to prove it.

Indie Dev Tech Industry Opinion

The Crossroads: Engineering, Community, and Betting on Myself

Reflections on choosing the indie developer path, engineering decisions, community building, and the bet on doing things your own way.

Career Community Personal

Arcana's First Overnight Run: 83 Million Trades and Counting

What we learned when Arcana processed its first large overnight batch, 83 million trades from the Coinbase exchange.

Arcana Data Engineering Python

Nova-Core: Our Licensing and Distribution Engine

A look inside Nova-Core, the private backend platform powering Position5's software licensing, billing, and distribution.

Nova-Core Licensing Infrastructure

Quinn FAQ: From Concept to WordPress.org in One Week

How we built QuinnFAQ from idea to WordPress.org submission in seven days, the decisions, tradeoffs, and lessons from shipping fast.

QuinnFAQ WordPress Product Launch