
The LLM Reasons. The Execution Plane Executes.
Every AI agent that works in a demo and breaks in production is carrying the same architectural flaw: the LLM is doing two jobs it was only designed for one of. Here's the split that fixes it.
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Every AI agent that works in a demo and breaks in production is carrying the same architectural flaw: the LLM is doing two jobs it was only designed for one of. Here's the split that fixes it.

AI coding agents can write the code. What they cannot do is decide what to build, catch the wrong abstraction before it compounds, or know when to stop. That is now the engineer's entire job — and it requires a completely different set of skills.