Insights.

Two months of telling you to own your coordination layer. Here's the part I left out: what it actually costs, and why tw...

CRAFT OS started with the money and the pipeline. This is the rest of the map, and where it's headed next. The order I g...

CRAFT OS was built to run client engagements. It runs ours now too, and the first proof of that is the most boring workf...

Six months of bringing CRAFT public. What we got right about coordination, what we would revise, and the question that d...

Last week it was an advisor's office. This week, trucks and a dispatch board. Same operating system underneath. The hard...

Every AI tool this firm had tried worked in the demo and died in the building. The tools were fine. Nothing connected th...

We built CRAFT to ship software. Then we ran it on a client's operations and almost nothing had to change. Same five pha...

Conventional wisdom says big companies win the AI race: bigger budgets, more data. I think it is backwards. The advantag...

AI Customer Service: A Framework for What to Automate, Augment, and Leave Alone Customer service is where most mid-marke...

Coordination Is the Moat: AI's Real Value Isn't in What It Automates Everyone is pricing AI by what it automates. After ...

Foundation or Build: How to Tell Which One Your Business Actually Needs Two paths in front of you, and the wrong choice ...

AI-Native Is Not AI-Enabled (And Why the Difference Costs You Years) AI-Native and AI-enabled sound interchangeable. The...

Why AI Adoption Fails Without Operating-System Redesign Most AI rollouts stall in the same place. The model works. The t...

Three Months In: What We're Seeing, What We're Still Figuring Out This is the sixth and final article in "How We Actuall...

Last Friday, a feature did not ship. The code was written. The tests passed. The PR had two approvals. The client had se...

Skip: The output consistency problem Two engineers on the same client project. Both using Claude. Both technically compe...

Last week, I was on an architecture review with one of our client teams. Someone raised a question about a data storage ...

This week a startup founder pushed back on a requirement in their Intent Contract. The team is days from their MVP launc...

This is the first article in “How We Actually Build”... a new series where we open up the CRAFT methodology, one layer a...

I'm going to tell you something your dev shop won't. Last year, a founder walked into my office carrying a pitch deck an...

If you've been reading along for the past two months, you might notice a pattern emerging. The problems we've been descr...

Skip: The Problem The worst part of being CEO isn't making hard calls. It's making the same hard call four times because...

I watched a team burn six weeks on a feature nobody was going to use. Not because the engineers were slow. Not because t...

I'm going to tell you something your dev shop won't: most of them are selling you a process that was designed for a worl...

By Skip Marshall & Chuck Griess We've been writing for a month about what's breaking in software delivery — the one-pers...

Here's a thing that happened on a product we were building with a team last year. Three engineers — each working with AI...

I've been a practitioner and a critic of Scrum for fifteen years. I've implemented it on teams of five and teams of fift...

A few months ago, a client came to us with a product they needed built. Nothing exotic — a customer-facing portal with s...

Every few weeks, someone with a big following posts a version of the same idea: AI is so powerful now that one person ca...

One Team One Goal is more than a slogan for modern product development teams. It is a practical way to align product, en...

In today’s fast-evolving commercial software landscape, two revolutionary development paradigms have emerged: Vibe Codin...

The way software and intelligent products are developed is transforming. No longer is product development defined by han...

For decades, software development organizations have been hampered by siloed structures: product teams focus exclusively...

Key Takeaways AI project management tools are revolutionizing how teams plan, execute, and monitor projects in 2025, del...

Generative AI creates new content by learning from existing data. It’s transforming industries and enhancing creativity...

Hybrid development methodology blends the structured planning of Waterfall with the adaptability of Agile, offering a ba...

Distributed development teams consist of software developers working from various locations globally. This setup broad...

AI native development integrates AI directly into the core of software from the start. This makes software more function...

Want to know the difference between Autonomous AI and Copilot AI ? This article explains how Autonomous AI works indepe...

Curious about how AI elevates customer service beyond traditional methods? Customer support software plays a crucial r...

AI is transforming software quality assurance by enhancing testing and debugging processes. This article explores how...

AI is revolutionizing software development from automation to innovation by automating coding tasks and enhancing creat...

Businesses are struggling with a tech talent shortage, affecting growth and innovation. This article provides talent acq...

Looking to create a high-performing software team ? This guide covers the top strategies for building high performing s...

Are you struggling to reduce churn and enhance user experience in your SaaS product? Optimizing SaaS product onboarding ...

Curious how AI can revolutionize product development? AI tools are now essential in optimizing every stage, from conce...

Artificial Intelligence ( AI ) fundamentally improves software scalability, allowing systems to dynamically grow and ada...

AI powered DevOps accelerating software delivery and reducing downtime through automation, optimized workflows, and enh...

In the SaaS sector, the innovative edge offered by AI must be pursued with a vigilant sense of ethical responsibility. H...

A Comprehensive Guide to Nearshore Software Development Nowadays, with the growing globalization of markets, companies a...