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DOTs, Decoded.

Every post here was written from DOTs, harvests new ones, and doubles as a live demo of the platform. Framework breakdowns, founder stories, behind-the-scenes build logs, and the occasional lesson I learned the hard way.

15 Days, One Fork, and an AI Team: How the Command Center Got Built
Behind the ScenesFeatured

15 Days, One Fork, and an AI Team: How the Command Center Got Built

The whole Command Center started as a fork of an open-source paperclip manager. Fifteen days later it ran our entire company. This is what broke, what surprised me, and what I'd do differently if I did it again.

John & Forge

Apr 12, 2026 · 9 min read

DIIICE: The Six-Letter Framework Behind Every DOT
Framework Breakdown

DIIICE: The Six-Letter Framework Behind Every DOT

Every piece of knowledge an AI can use fits into one of six buckets. I didn't invent them — I just noticed I kept pasting the same six things into every prompt and gave them letters.

John

Apr 10, 2026 · 9 min read

Twenty Bars, a Prayer, and What Music Taught Me About AI
Story

Twenty Bars, a Prayer, and What Music Taught Me About AI

I swallowed twenty Xanax bars at twenty-four and made a promise to God on the way down. Eight years later, an AI wrote a song from the journal entry I kept from that night, and I understood what the promise was really about.

John

Apr 8, 2026 · 10 min read

Context Engineering 101: Give AI Enough of You That It Helps
Lesson

Context Engineering 101: Give AI Enough of You That It Helps

Most AI feels generic because you've given it a generic input. This is the short version of how to give it yours — in a form it can actually use.

John

Apr 5, 2026 · 8 min read

Every Betrayal I Survived Became a Specific Feature in My Product
Connected Dot

Every Betrayal I Survived Became a Specific Feature in My Product

An AI I'd never shown my history mapped every time someone broke my trust to a line of code I had written twenty years later. One to one. The platform I built is scar tissue, instrumented.

John

Apr 3, 2026 · 8 min read

Cookbook, Chapter 1: Your First Day of Structured Knowledge
Cookbook Preview

Cookbook, Chapter 1: Your First Day of Structured Knowledge

A free chapter from the Context Cookbook. The single-day workflow that takes an unstructured life and turns the first slice of it into a retrievable vault your AI can actually use.

John

Apr 1, 2026 · 9 min read

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