Static Tests Are Dead: Simulation-Based Red Teaming for AI Agents
How to use an "Adversary" agent to stress-test your autonomous systems before they reach production.
AI Engineering
GitOps for Multi-Agent Workflows
Deep dive into gitops for multi-agent workflows.
ADK vs. LangChain: The Protocol-First Shift
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.
Compiling TensorRT Engines: The Calibration Trap
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.
Multi-Agent Conflict Resolution
Using a strict Judge agent pattern to forcefully break systemic, infinite deadlocks safely between highly specialized Researcher and Writer agents.
Dynamic LoRA Adapters: The Anti-Monolith Strategy
Stop training dozens of specialized foundation models. Discover how dynamic Low-Rank Adaptation hot-swapping fundamentally transforms multi-tenant inference infrastructure.