What actually happened is that the AI showed up on Monday asking where the repository lives, spent Tuesday reading the entire codebase, and by Wednesday was submitting pull requests while openly questioning architectural decisions made by senior engineers. The latest models don't just "write a function."
I spent a week running Gemma locally, comparing it against Llama, Qwen and GPT-4o, trying to answer one question: Is Google's open model strategy finally good enough for real production workloads?
A founder’s app had glowing reviews and enthusiastic users, yet nobody was actually using it. The brutal truth only surfaced when he stopped asking for praise and started asking for a credit card, revealing the hidden danger of free validation
As long as the product was unfinished, it could still be perfect. It could still succeed in his head.
The moment people saw it, they would decide if it mattered.