Peter van Hees

The best AI Agent will be the one you barely notice

I went to Japan to give two keynotes about the Agent-First Era. Japan ended up giving the keynote back to me. We decided to turn the trip into something bigger: Tokyo, then Hakone, up into the mountains to Takayama, on to Kyoto, and finally Osaka. Shinkansen platforms, ryokan dinners,

AI Agents - Framework

What an AI Agent Actually Is (For Now)

Most people still picture an AI agent as a chatbot with a clever prompt. That's a generation out of date. Here's a definition that matches what these systems actually became, Model plus Tools plus Agency Loop plus Harness, and the case for why its short shelf life is the most exciting part.

AI Agents - Bridge

The Slow Boom and the Fast Break

Two camps argue about where AI lands: boom or bust. Both have the speed wrong. The upside is bottlenecked and arrives slowly; the damage is bottlenecked by nothing and can arrive in an afternoon. That gap is the whole story, and almost nobody is planning for it.

AI Agents - Chapter 02

What Makes an AI Agent: Model, Tools, and the Harness

Most products you bought as AI Agents this year are workflows with a chatbot bolted on. This article sets out the three-ingredient test, the three-tier hierarchy, and the diagnostic question that exposes Agent-Washing in 60 seconds.

AI Agents - Chapter 08

Your Org Chart Is a Liability * AI Takeoff and the Arrival of the Company as Computer

Two employees, $20.000 in startup capital, $1,8 billion in projected revenue. Medvi did not beat its competitor by building a better team. It beat them by not needing one. The Company as Computer has arrived, and your org chart is now your biggest liability.

AI Agents - Chapter 05

Your Prompts Evaporate. Skills Compound. * The Knowledge Layer Agents were Missing

Your prompt library resets to zero on every Agent run. Skills encode organizational knowledge once and compound across every execution. 40% of Agentic AI projects face cancellation because Agents lack persistent context. Skills are the missing knowledge layer.

AI Agents - Chapter 17

Your Synthetic Content Funds Your Competitor * The Authenticity Paradox is already priced.

90% of consumers demand proof that content is human-made. The Authenticity Paradox is repricing human experience as the scarcest asset of the decade. Every synthetic article you publish funds the premium your competitor charges for being real.

AI Agents - Chapter 05

Most AI-Native Developers are Level 2. * Your Tools are Fast, but your Thinking has not Changed!

84% of developers use AI coding tools. A controlled study found them 19% slower. The AI Developer Maturity Framework maps 5 levels of developer maturity, from autocomplete user to Orchestrator, and exposes why the vast majority is stuck at Level 2.

AI Agents - Chapter 02

A Chatbot, an Assistant, and an AI Agent walk into a bar. #Joke

A joke to explain the difference between a Chatbot, an Assistant, and an AI Agent. One echoes, one obeys, one leads... and only one passes the A-P-M Test!

AI Agents - Chapter 13

Google Just Killed Your Website * The B2A Economy Has Arrived.

Google's Universal Commerce Protocol lets AI Agents buy without visiting your website. Generative AI traffic to U.S. retail surged 4.700% in one year. Your SEO strategy is now irrelevant. Here is the framework for competing in the B2A Economy.

AI Agents - Chapter 08

Your AI Agents Have a Salary * Your CFO Cannot See It

Token prices fell 280-fold in two years. Enterprise AI bills tripled. Your company carries a hidden AI labor cost, a silicon workforce paid by the millisecond with no line item on your P&L. The Silicon Salary Model fixes that.

AI Agents - Chapter 02

OpenClaw Is a Verdict * The AI Industry Built the Wrong Thing

170.000 developers chose action over chat in three weeks. OpenClaw's skills marketplace is the largest revealed preference dataset in AI history, and it confirms every premise of AI Agents: They Act, You Orchestrate. The industry built the wrong thing.

AI Agents - Chapter 08

Your Org Chart is Already Dead * Amputation Without Architecture is Malpractice

U.S. employers posted 42% fewer middle management roles since 2022. Executives call it progress. I call it organizational nerve damage. Flattening without architecture is the costliest mistake of the Agent-First Era. Here is the blueprint most companies refuse to build.

AI Agents - Chapter 12

The T-Shaped Professional Is Dead * Execution Is the New Commodity

The T-shaped professional model is dead. AI commodified the vertical bar of deep execution in months. The Inverted T-Shaped Professional flips the model: deep judgment on top, broad AI-augmented execution below. Your training budget is manufacturing the wrong shape of worker.

AI Agents - Chapter 01

Your AI Saves Time. Prove It. * Time-to-Outcome (TtO) Dividend

85% of employees report saving time with AI. Only 14% get positive outcomes. The TtO Dividend is the metric that closes this gap by demanding outcome quality before any saved time counts as a return. Here is the three-step audit to deploy it.

AI Agents - Chapter 12

AI Will Create 78 Million Jobs. * Yours Is Not One of Them.

The WEF says AI creates 78 million net new jobs by 2030. That number tells you nothing. The 92M destroyed and 170M created belong to different people with different skills. The only metric that matters: where you sit on the Human Premium Stack.

AI Agents - Chapter 05

Engineers Stopped Writing Code in December * Project-Scale Autonomy Is Here.

Three frontier models shipped in six days in November 2025, and the engineering profession crossed a line it will never cross back. This is the second acceleration: from task-scale to project-scale autonomy. Your sprint board is the fossil.

The Industrialization of Intimacy * Your New Rival is Code

The West views AI as a force multiplier for productivity. The East has revealed its true nature: a biological substitute for intimacy. While Silicon Valley obsesses over shaving milliseconds off code generation, a far more profound market correction is taking place in the high-rises of Shanghai and Beijing. You

The Personal Agent is here. * Context is the New Command Line.

For twenty years, the search bar has been the primary interface of the internet. We treat it as a portal, but in reality, it is a confession of failure. Every time you type a query into a box, the system is admitting a fundamental defect: I do not know you,

The Chatbot Died Last Week * The Agent-First Era Has Officially Begun

You are waiting for a starting gun that has already been fired. For the last three years, you have been told - or sold - that the future of Artificial Intelligence is a conversation with OpenAI's ChatGPT, Anthropic's Claude or Google Gemini. You were trained to treat the

The Death of the Pixel * When the Command Line Becomes the Air Itself

For fifteen years, you have lived inside a glass coffin. You have mistaken the glowing rectangle in your pocket for a cockpit, but it is a cage. You have accepted the "Tyranny of the Tap" - the humiliating ritual of translating your complex, fluid human intent into a clumsy

The 10 Bold Predictions for AI Agents in 2026

The interface you are using right now - the blinking cursor, the empty text box waiting for your command - is not the future. It is a fossil. For three years, you have been trained to believe that "prompt engineering" is a skill. You have been acting as a manual

The Great Unbundling * Why Our Agent’s "Brain" Needs to Get Smaller

We have spent the last year defining the anatomy of an AI Agent. We built the skeletons, mapped the nervous systems, and established the Model Context Protocol (MCP) as the connective tissue. This foundation was necessary. It remains valid. But as any architect knows, once the foundation is poured, you

AI Agents - Chapter 06

Your Outage Response Is Too Slow * Autonomous Response Protocol

Your incident response costs $33,333 every minute it runs. The Autonomous Response Protocol replaces reactive containment with a three-stage architecture of Detection, Diagnostic, and Healing Agents that compress MTTR from 20 minutes to under 3. Stop subsidizing human-speed fixes for machine-spee...

AI Agents - Chapter 13

Your Agent Has No Identity * Digital Passport

80% of organizations deploying autonomous AI agents cannot trace what those agents do or who is responsible. The Digital Passport is a three-component architecture, Verifiable Identity, Reputation Ledger, and Stated Intent, that separates trusted agents from invisible ones in the $15 trillion B2A...