Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM Systems

Lessons from multi-product LLM development and the hidden variables that dictate real-world reliability. Every Agent Is a Formula A single prompt with rules and expectations. That's all it is. But he