Two desks, one standard: honest.

The Data Desk publishes AI-assisted, editor-checked comparisons and price tracking — always labeled. The Founder's Journal is one person building this company in public, under a pen name, with real numbers.

Data Desk

AI-assisted · editor-checked · every claim sourced

API pricing

What 1M tokens actually costs: Claude vs GPT vs Gemini

A worked example across three real workloads — chatbot, batch summarization, coding agent — with the math shown. Sample article, publishing with launch.

Price watch

AI tool price changes: July 2026

Who raised prices, who added a free tier, what it means for your stack. Auto-tracked from our tools database, human-reviewed. Sample article.

Founder's Journal

Build in public · pen name · real numbers, including the ugly ones

Week 1

Building Alldo in public, with Claude as cofounder

Why I'm doing this pseudonymously, the three-line strategy, this week's shipped pages, and the first dollar target. Sample article, publishing with launch.

Workflow

My exact Claude workflow for shipping a calculator in 40 minutes

Prompts, data structure, and the review checklist — so you can copy it. Sample article.

Why the journal is pseudonymous

We think work should be judged by its accuracy and usefulness, not by the author's face. Every number in the journal is real and every method is reproducible — that's the accountability that matters here.