A practical guide to designing three-layer guardrails, confidence-based escalation, and human-in-the-loop checkpoints for AI agents that actually work in production.
Each of the five dominant agent frameworks in 2026 encodes a different answer to the question: what should an agent framework be? Here is how to match the philosophy to your production use case.