Agentic AI Microservices Architecture: Kubernetes Deployment Patterns
Learn proven Kubernetes deployment patterns for agentic AI microservices including pod design, service mesh, HPA scaling, and health checks for LLM agents.
10 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 525 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Agentic AI Observability: OpenTelemetry, Grafana, and Custom Agent Metrics
Build a full observability stack for agentic AI with OpenTelemetry tracing, Grafana dashboards, custom agent metrics, and alerting strategies.
11 min read
Building Agentic AI with Redis: Caching, Sessions, and Pub/Sub Patterns
Master Redis patterns for agentic AI including LLM response caching, conversation sessions, pub/sub for real-time events, and agent performance optimization.
10 min read
Agentic AI Security: OWASP Top 10 for AI Agent Systems
Comprehensive security guide for agentic AI covering prompt injection, tool authorization, data exfiltration, excessive agency, and mitigation strategies.
12 min read
The Agentic AI Testing Pyramid: Unit, Integration, and E2E for Agent Systems
Comprehensive testing strategy for agentic AI — unit testing tools and prompts, integration testing agent loops, E2E multi-agent flows, and mock LLM patterns.
11 min read
Agents as Tools: The as_tool() Pattern for Orchestration
Learn how to use agent.as_tool() to turn entire agents into callable tools for other agents. Master approval workflows, output extraction, and dynamic tool enabling for multi-agent orchestration.
9 min read
Building an Agentic AI API Gateway: Routing, Authentication, and Load Balancing
Design an API gateway for agentic AI with multi-model routing, API key management, rate limiting, WebSocket proxy, and health-based routing.
10 min read
Building an AI Agent SaaS Platform: Architecture Patterns
Design and build a multi-tenant AI agent SaaS platform with user isolation, API key management, token metering, billing integration, and scalable infrastructure using the OpenAI Agents SDK.
14 min read
Building Approval Gates for Sensitive Tool Operations
Learn how to implement human-in-the-loop approval gates in the OpenAI Agents SDK using needs_approval, MCPToolApprovalRequest, and RunState to control sensitive agent operations.
11 min read