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AI & Product Notes

AI & Product

Build notes and decision guides on practical AI, product systems, prototyping, and shipping usable software.

June 2026 and 4 Surprising Ways AI Just Became Your Newest Teammate
AI & ProductJul 2, 2026

June 2026 and 4 Surprising Ways AI Just Became Your Newest Teammate

The Death of the Prompt and the Birth of the Agent

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5 Surprising Ways Claude Cowork is Rewriting the Rules of Work

Jun 30, 2026

5 Surprising Ways Claude Cowork is Rewriting the Rules of Work

Modern knowledge work is navigating a paradigm collapse. For years, we have normalized a quiet, persistent chaos: “Downloads” folders that…

The Sovereignty Shift and the Pratfall Effect: Navigating the 2026 Human-AI Inversion

Jun 28, 2026

The Sovereignty Shift and the Pratfall Effect: Navigating the 2026 Human-AI Inversion

1. Introduction: The Noise Before the Shift

From Vibe Coding to One-Person Empires: 7 Surprising Truths About the 2026 AI Revolution

Jun 23, 2026

From Vibe Coding to One-Person Empires: 7 Surprising Truths About the 2026 AI Revolution

1. Introduction: The Death of the “Weekend Project”

Why Everything You Know About AI Agents is About to Change: 5 Surprising Takeaways from the…

Jun 22, 2026

Why Everything You Know About AI Agents is About to Change: 5 Surprising Takeaways from the…

The popular dream of autonomous AI agents depicts a seamless digital worker — a perfectly capable entity that simply “gets things done.”…

6 Surprising Strategies to Master Claude Code and Secure Your Codebase

Jun 18, 2026

6 Surprising Strategies to Master Claude Code and Secure Your Codebase

1. Introduction: The Shift from Chatbot to Agent

Your AI Isn’t Getting Smarter, It’s Seeing the Wrong World

Jun 14, 2026

Your AI Isn’t Getting Smarter, It’s Seeing the Wrong World

The context shift that quietly redefined AI systems from 2025 to 2027.

We Thought We Were Programming AI — We Were Just Talking to It

May 31, 2026

We Thought We Were Programming AI — We Were Just Talking to It

Why prompt engineering worked… until it didn’t

Context Is the System

May 17, 2026

Context Is the System

Why most AI failures are actually information failures

The Rise of the Harness

May 3, 2026

The Rise of the Harness

Why intelligence needs a runtime

2027: The Age of Chaos Systems

Apr 18, 2026

2027: The Age of Chaos Systems

Why reliability won’t come from smarter agents?

The Agentic Pivot: Why 2026 Is the Year AI Finally Takes the Wheel

Feb 14, 2026

The Agentic Pivot: Why 2026 Is the Year AI Finally Takes the Wheel

1. Introduction: The Year the Chatbot Grew Up

The AI Bowl: 5 Takeaways from the Weekend AI Went Truly Mainstream

Feb 12, 2026

The AI Bowl: 5 Takeaways from the Weekend AI Went Truly Mainstream

The physical rivalry on the gridiron of Super Bowl LX was merely a sideshow to the fiercer competition occurring during the commercial…

The Intelligence Infrastructure Era: 7 Surprising Takeaways from the AI Frontier

Feb 10, 2026

The Intelligence Infrastructure Era: 7 Surprising Takeaways from the AI Frontier

In January 2026, the “capability overhang” has reached a breaking point. For years, we’ve lived with a widening gap between the raw power…

A Simple Astro UI Relayout Tip with Claude Code

Feb 10, 2026

A Simple Astro UI Relayout Tip with Claude Code

Today, I want to share a simple but surprisingly effective tip for relayouting my blog UI built with Astro. This is the current state of…

A Compact Tool Stack for Shipping AI-Native MVPs

Jan 17, 2026

A Compact Tool Stack for Shipping AI-Native MVPs

The idea of “vibe coding” is simple: move from intuition to execution as fast as possible, and let AI absorb as much friction as it can…

From SaaS to AI-Native: A Framework for Founders

Sep 9, 2025

From SaaS to AI-Native: A Framework for Founders

Over the last decade, SaaS has become the dominant model for software delivery.

AI’s Turning Our Words Into a Global Smoothie, and I’m Kinda Dizzy

Sep 7, 2025

AI’s Turning Our Words Into a Global Smoothie, and I’m Kinda Dizzy

They’ll have to wrestle the slang from my jet-lagged, human mouth

Marc Lou: The Indie Entrepreneur’s Success Story

Sep 6, 2025

Marc Lou: The Indie Entrepreneur’s Success Story

Today, I just wrote about one of my favorite indie hackers, Marc Lou. If you’ve been in the indie dev or solopreneur space for a while…

How to Start Learning and Applying New AI Trends Easily

Sep 5, 2025

How to Start Learning and Applying New AI Trends Easily

Artificial intelligence is reshaping how we work, learn, and handle everyday tasks. But you don’t need a tech degree to keep up, today’s AI…

The “Solution-First” Problem

Aug 27, 2025

The “Solution-First” Problem

What is it?

AI-Native Apps: Why Vertical SaaS with Built-in AI Is the Future

Aug 25, 2025

AI-Native Apps: Why Vertical SaaS with Built-in AI Is the Future

We’re at a turning point in software. AI is no longer just an exciting feature to bolt on; it’s becoming the foundation of how apps are…

From Idea to Income: Winning in the AI Boom

Aug 22, 2025

From Idea to Income: Winning in the AI Boom

We’re living through one of the most exciting and overwhelming shifts in tech history.

The Great Emoji Purge Needs to End

Aug 17, 2025

The Great Emoji Purge Needs to End

They’ll have to rip the “heart-eyes emoji” from my lifeless fingers

The Over-Promise Trap

Aug 10, 2025

The Over-Promise Trap

This trap wastes time, damages credibility, and can derail projects if not addressed early…

What happens when building software becomes too easy?

Aug 9, 2025

What happens when building software becomes too easy?

The coding model is getting better and better, so everyone can build their own apps very easily.

From Builder to AI Founder: My Mid-2025 Self Check

Jul 31, 2025

From Builder to AI Founder: My Mid-2025 Self Check

We’re not in 2020 anymore.

AI Is Rewriting Language, and I’m Not Sure We’re Ready

Jul 30, 2025

AI Is Rewriting Language, and I’m Not Sure We’re Ready

They’ll have to yank the keyboard from my weary, human hands

Your Friendly Guide to Becoming AI-Savvy, No Tech Skills Needed!

Jul 20, 2025

Your Friendly Guide to Becoming AI-Savvy, No Tech Skills Needed!

Have you felt overwhelmed by seemingly endless new AI (Artificial Intelligence) tools popping up every week? Do terms like “smart agent” or…

You will never have to spend hours doing boring things again.

Jul 19, 2025

You will never have to spend hours doing boring things again.

On July 17, 2025, OpenAI introduced ChatGPT Agent, a new feature that transforms ChatGPT from a simple chatbot into a “digital task agent”…

Part 2: The Explosion of AI Models After ChatGPT

Jul 18, 2025

Part 2: The Explosion of AI Models After ChatGPT

When ChatGPT launched in November 2022, it not only ushered in a new era of artificial intelligence (AI), but also ignited a competitive…

ChatGPT — The Fire That Opened the Modern AI Era

Jul 14, 2025

ChatGPT — The Fire That Opened the Modern AI Era

ChatGPT’s 2022 launch by OpenAI made AI accessible, transforming work and tech interaction.