You don't jump blindly from full 'Human-in-the-Loop' safety to completely autonomous API execution. You engineer a dial—and you turn it up one notch at a time.
How to use an "Adversary" agent to stress-test your autonomous systems before they reach production.
Deep dive into gitops for multi-agent workflows.
Class-based chains are a legacy pattern. Discover why Google ADK and its open Agent Protocol are the future of interoperable, production-grade multi-agent systems.
When aggressive INT8 quantization goes horribly rogue because of unrepresentative calibration data, and precisely how the blind pursuit of hyper efficiency can utterly destroy the end user experience.
Using a strict Judge agent pattern to forcefully break systemic, infinite deadlocks safely between highly specialized Researcher and Writer agents.