11 - Production Deployment: Docker, Scaling and Monitoring

Deploying AI Agents to production: Docker containerization, horizontal scaling, monitoring with Prometheus/Grafana and resilience strategies.

What you'll learn

• Optimized Dockerfile: Multi-Stage Build
• Image Optimization
• Environment-Specific Configuration
• Base Manifests: Deployment and Service
• ConfigMaps and Secrets

This article is part of the AI Agents series on federicocalo.dev.

Read the full article

The complete article (16 min read) with code examples, diagrams, and practical exercises is available here:

➡️ 11 - Production Deployment: Docker, Scaling and Monitoring

https://federicocalo.dev/en/blog/deployment-production-agents-docker-scaling-monitoring

By Federico Calò — Software Developer & Technical Writer