decision-systems

Artificial Intelligence Architecture, Systems

Agentic AI: Power Without Intent Is Just Automation in Disguise

We are entering an era where software no longer waits to be called. It observes, decides, and acts. This shift is often described with a single word—agentic. But most discussions around agentic AI confuse motion with intent, and autonomy with understanding. As a result, we risk building systems that feel powerful while remaining fundamentally shallow. Agentic AI is not a breakthrough

Systems

Generic Rule Engines Are a Smell

Generic rule engines usually don’t start as a bad idea.They start as a reasonable reaction to repeated pain. Too many conditionals.Too many releases for small logic changes.Too many “just change this one if-condition” requests. So someone proposes a rule engine. And slowly, quietly, the system rots. The Real Motivation (Not the Stated One) Teams say they want:

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