Shipping code is only half the battle. Without robust observability (the comprehensive logs, metrics, and traces that reveal precisely how systems
are behaving in real-time), even the most brilliant applications become opaque, unreliable black boxes at scale. As artificial intelligence moves from
speculative promise to foundational technology, we’re seeing the same critical lesson emerge.