TLDR Tech / IT
Escaping the Prototype Mirage: Why Enterprise AI Fails
Enterprise AI is currently trapped in a "Prototype Mirage" where impressive demos fail to survive real-world production. While tools like "vibe coding" make building autonomous agents faster than ever, these systems often lack the structural discipline to handle messy, stateful environments. To graduate from proofs-of-concept to products, organizations must move away from human-led evaluations toward rigorous engineering and OKR-aligned autonomy.
Read the full story