Beyond Simple Prompts: Engineering Self-Reflection & Actor-Critic Loops in AI Agents

One-shot generation is fast, but fragile. A model produces an answer in one pass, with no enforced verification step, no hard break condition, and no structural defense against its own blind spots. The result is familiar: polished language…