From the studio

Notes, guides, and honest takes.

Practical writing from a team shipping AI and product software every week. No hype, no fluff — just what's working.

AI Agents

Featured · Latest post

Mar 9, 20269 min readAI Agents

How We Build AI Agents: From Concept to Production in 6 Weeks

Our battle-tested 6-week framework for shipping AI agents that take real action — not just chat.

Read article

All articles

Engineering

Mar 2, 20268 min read

Claude Code vs Cursor: Which AI Coding Tool Should You Use?

A no-fluff comparison from a team that ships production software with both tools daily.

Operations

Feb 24, 202610 min read

Why We Only Do Fixed-Price Projects

Hourly billing aligns incentives badly. Here's our system for scoping fixed-price work that ships on time.

Industry

Feb 18, 20267 min read

Why AI-Accelerated Development is the Future of Software

Real numbers from 20+ shipped projects on what changes when you adopt AI coding tools end-to-end.

AI Engineering

Feb 11, 202611 min read

RAG vs Fine-Tuning: When to Use Each for Your AI Application

A practical decision framework with cost numbers, sample code, and the hybrid pattern we use in production.

AI Agents

Feb 4, 20266 min read

AI Agents vs Chatbots: What's the Real Difference in 2026?

Chatbots answer. Agents act. Here's why that distinction matters for your roadmap.

Commerce

Jan 28, 20269 min read

How to Choose the Right Shopify Development Partner in 2026

What to look for, what to avoid, and the questions that separate a vendor from a partner.

Data

Jan 21, 202610 min read

What Is an Integrated Data Repository — And Why You Need One

A primer on IDRs, why BI tools alone don't cut it, and what a modern lakehouse should look like.

Free, 30-minute scoping call

Tell us what you're building.
We'll show you how to ship it 2× faster.

One short call. A clear point of view. A fixed-price estimate within 48 hours if it's a fit.

Get an estimate Book a call

Replies within 1 business dayMutual NDA at the first callFixed-price proposals