The Metrics Illusion
The industry is currently obsessed with tracking the wrong things. Teams celebrate their daily token burn. They brag about the massive percentage of their codebase written entirely by autonomous agents. They treat the sheer volume of prototypes generated per week as a measure of success.
The moment you reduce product quality to a pure productivity metric, you stop shipping value. You just start shipping numbers.
We saw this happen years ago with the obsession over A/B testing. Teams would blindly follow data to optimize a click rate while completely destroying the actual user experience. The same thing is happening now with AI. Users do not care what percentage of your app was written by a robot. They only care if the outcome solves their problem.
The Prototype Mirage
AI has removed the friction from building. You can describe an idea to a language model and have a working prototype in minutes.
This creates a massive illusion of progress. It feels exactly like a late night whiteboard session. The energy is high, the output is instant, and you feel incredibly productive. But a few days later, the excitement fades. You look at the prototype and realize the idea was shallow, distracting, or completely wrong.
You skipped the hard work. You jumped straight into the code without stopping to understand the actual problem.
Activity is not the same thing as progress. You can run very fast in the wrong direction. Building the wrong thing efficiently is still a failure. Clear thinking, good design, and deep user empathy are more important than the ability to spin up a quick demo.
The Curse of "Free" Features
Because generating code takes almost zero effort today, teams have stopped filtering their ideas. If a feature is easy to build, the default answer is to just build it.
This is a fatal error in product management.
The initial code is only a tiny fraction of a feature's true cost. Every new addition creates permanent weight. It adds architectural complexity. It creates a new surface area for bugs. Most importantly, it creates confusion for your users.
Just because a feature is cheap to build does not mean it is free to own. The bar for adding something new to your product should be higher than ever. You must push back on new ideas unless they prove they absolutely need to exist.
If a task can be solved with a simple scheduled script, write a simple script. You do not need a reasoning engine to send a daily email. Wrapping a basic function in an unpredictable language model does not make it better. It just makes it fragile.