Product
Why Every AI Tool Starting From Zero Is Killing Your Velocity
The hidden cost of context loss: how re-explaining your product to every chat window burns hours a week — and what a shared project memory changes.
Jul 8, 2026 · 6 min read
Blog
Notes On Building With AI Teams
Product thinking, AI-assisted engineering, QA automation, and launch strategy — from the team building the Product Operating System.
Engineering
From PRD to Playwright: Generating Tests From Requirements
When your QA agent reads the same memory your PM agent wrote, tests stop being guesses. A deep dive into requirement-derived test generation.
Jun 24, 2026 · 9 min read
Founders
The Solo Founder's Guide to Shipping Like a Team of Ten
A practical playbook: how solo founders use specialized AI agents to plan, build, test, and launch — without hiring before product-market fit.
Jun 10, 2026 · 7 min read
Product
Project Memory: The Architecture Behind Zero Context Loss
How GroupBox stores requirements, decisions, code context, and feedback in one living memory layer that every agent reads and writes.
May 28, 2026 · 11 min read
Marketing
Launch Content That Actually Knows Your Product
Generic AI copy is easy to spot. Here's what changes when your marketing agent has read every PRD, commit, and test result since day one.
May 14, 2026 · 5 min read
Engineering
Using GroupBox With Claude and Cursor: A Setup Guide
Step-by-step: connecting your existing AI coding tools to GroupBox so they inherit full project context instead of starting cold.
Apr 30, 2026 · 8 min read
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