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Duration 21 hours
Course Outline
Grasping Mastra Architecture and Operational Principles
- Core components and their functions in production
- Integration patterns suited for enterprise settings
- Security and governance factors to consider
Setting Up Environments for Agent Deployment
- Configuring container runtime environments
- Ready Kubernetes clusters for AI agent workloads
- Handling secrets, credentials, and configuration stores
Releasing Mastra AI Agents
- Packaging agents for deployment
- Leveraging GitOps and CI/CD for automated delivery
- Verifying deployments via structured testing
Scaling Tactics for Production AI Agents
- Patterns for horizontal scaling
- Autoscaling utilizing HPA, KEDA, and event-driven triggers
- Strategies for load distribution and request handling
Observability, Monitoring, and Logging for AI Agents
- Best practices for telemetry instrumentation
- Integration with Prometheus, Grafana, and logging stacks
- Monitoring agent performance, drift, and operational anomalies
Enhancing Performance and Resource Efficiency
- Profiling agent workloads
- Boosting inference performance and lowering latency
- Cost-optimization methods for large-scale agent deployments
Reliability, Resilience, and Failure Management
- Designing for resilience under load
- Applying circuit-breaking, retries, and rate limiting
- Disaster recovery planning for agent-based systems
Integrating Mastra into Enterprise Ecosystems
- Interfacing with APIs, data pipelines, and event buses
- Aligning agent deployments with enterprise DevSecOps
- Adapting architectures to existing platform environments
Wrap-up and Future Directions
Requirements
- A foundational grasp of containerization and orchestration
- Practical experience with CI/CD workflows
- Knowledge of AI model deployment concepts
Target Audience
- DevOps engineers
- Backend developers
- Platform engineers managing AI workloads
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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