Most of What the Agent Writes Should Be Thrown Away. A team built about a hundred versions of one loading spinner and shipped a dozen. The eighty in the bin were not waste. They were the method. prototyping iteration product-decisions engineering-management ai-tools About eighty versions of a single loading spinner went into the bin. The …
Most of What the Agent Writes Should Be Thrown Away · Hanh D. Brown Read More »
Why Your Messy Codebase Is Now a Performance Problem. Tidiness used to be an argument about taste. Now the half finished migration nobody wanted to talk about is quietly setting the speed limit for every tool you bought. technical-debt codebase-hygiene ai-tools migrations engineering-management Watch a new hire on their first week. They open the codebase, …
Why Your Messy Codebase Is Now a Performance Problem · Hanh D. Brown Read More »
How Much AI Autonomy Can Your Team Actually Supervise?. Every AI tool has a dial on it. Most of the argument about agents is really an argument about where that dial should sit, and almost nobody says so out loud. autonomy human-in-the-loop ai-products agent-ready-docs verification Every Artificial Intelligence (AI) tool you use has a dial …
How Much AI Autonomy Can Your Team Actually Supervise? · Hanh D. Brown Read More »
Agentic Engineering: Who Holds the Quality Bar When Agents Write the Code. The machine stopped needing me to fix it, and that was the unsettling part. Vibe coding raises the floor. Agentic engineering holds the bar. The spec, the taste, and the understanding still belong to you. ai-2026 agentic-engineering vibe-coding jagged-intelligence ai-agents There was a …
Who Holds the Quality Bar When Agents Write the Code · Hanh D. Brown Read More »
AI Sample Efficiency Is Why Humans Still Learn Faster. We treat these models as glittering minds. The real engine is invisible: a massive black hole of data at the center, a millionfold more than a person ever sees. ai-2026 sample-efficiency ai-training-data scaling-laws ai-jobs You have probably pictured these models as glittering minds. Quick, fluent, a …
AI Sample Efficiency Is Why Humans Still Learn Faster · Hanh D. Brown Read More »
The Smooth Exponential Explains the Whole AI Moment. For years it looks like nothing. Then the curve turns and the whole world feels late. The smooth exponential is the lens that holds the calm and the urgency at once. ai-2026 smooth-exponential ai-job-loss ai-moats ai-risk For a long time the change looks like nothing to you. …
The Smooth Exponential Explains the Whole AI Moment · Hanh D. Brown Read More »
Vibe Coding and Agentic Engineering Are Not the Same Job. For a year the code came back broken. Then it came back clean. The floor opened for everyone, and a quieter job appeared: keeping the bar while the machine moves fast. ai-2026 vibe-coding agentic-engineering jagged-intelligence verifiability Something changed in how software gets built. For years …
Vibe Coding and Agentic Engineering Are Not the Same Job · Hanh D. Brown Read More »
Imagine a world where your coffee maker knows exactly when to brew your perfect cup, your car negotiates traffic like a seasoned pro, and your virtual assistant manages your schedule with uncanny efficiency. Welcome to the age of AI agents – the silent revolution that’s reshaping our world faster than you can say “Hey Siri.” …
Forget dusty textbooks and monotonous lectures. AI-Powered Learning is about to catapult your skill development into hyperdrive. And get this: it’s not here to replace you, but to unlock your hidden potential. The real game-changer? This AI-Powered Learning revolution isn’t just about surviving in a tech-saturated job market. It’s your golden ticket to professional stardom. …
In a sterile, white-walled laboratory deep beneath Silicon Valley, Dr. Ava Chen leans forward, her eyes locked on a screen flickering with streams of code. Across from her, a sleek, metallic humanoid sits motionless, its ‘eyes’ dark. Suddenly, the robot’s head tilts, its optical sensors flaring to life with an eerie blue glow. “What am …
