Технологии: AWS Bedrock, Agent systems, Amazon Web Services, Anthropic Claude, Automated testing, Autonomous Agents, Azure, Azure OpenAI, CI/CD, Cloud Native, Cloud Native Architecture, Cloud deployment, Compliance, Distributed Systems, Experiment tracking, Explainability, FastAPI, Function Calling, Governance frameworks, Graph RAG, Hallucination Guardrails, High Availability, Human-in-the-loop, Hybrid search, Injection Defense, Knowledge graphs, Kubernetes, LLMOps, Language Models, Large Language Models, Lifecycle Management, Microservices, Model Evaluation, Model Lifecycle, Model Lifecycle Management, Model Observability, Multi-Agent, Multi-Agent Systems, Observability, OpenAI, Orchestration, Prompt engineering, Prompt injection, Prompt injection defense, Python, RAG, REST API, Retrieval-Augmented Generation, Secure Architecture, The Loop, Tool-Calling, Toxicity Moderation, Vector Databases, Web Services