Prompt Chains Worked. Until They Didn't: Why Engineering Teams Are Moving to Agent Systems

Teams that built their first artificial intelligence (AI) features as chains of large language model (LLM) calls now hit a wall. Prompt chaining vs AI agents is a production question, not a research d