Agentic AI with FastAPI: Production Backend Architecture Patterns
Production patterns for agentic AI backends with FastAPI — WebSocket streaming, background agent tasks, dependency injection, and Pydantic models for agents.
11 min read
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Agentic AI with Message Queues: NATS, Kafka, and RabbitMQ Patterns
Compare NATS, Kafka, and RabbitMQ for agentic AI workloads. Learn async tool execution, event-driven agents, and dead letter queue patterns.
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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.
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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.
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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.
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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.
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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.
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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.
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