Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 21 hours
Course Outline
Grasping Mastra Architecture and Operational Principles
- Key components and their roles in production.
- Integration patterns supported for enterprise environments.
- Considerations for security and governance.
Readying Environments for Agent Deployment
- Setting up container runtime environments.
- Preparing Kubernetes clusters for AI agent workloads.
- Administering secrets, credentials, and configuration stores.
Implementing Mastra AI Agents
- Packaging agents for release.
- Leveraging GitOps and CI/CD for automated delivery.
- Verifying deployments via structured testing.
Scaling Approaches for Production AI Agents
- Horizontal scaling models.
- Autoscaling using 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.
- Incorporating Prometheus, Grafana, and logging stacks.
- Monitoring agent performance, drift, and operational anomalies.
Enhancing Performance and Resource Efficiency
- Profiling agent workloads.
- Boosting inference performance and minimizing latency.
- Cost-optimization strategies for large-scale agent deployments.
Reliability, Resilience, and Failure Management
- Designing for resilience under heavy load.
- Applying circuit breaking, retries, and rate limiting.
- Disaster recovery planning for agent-based systems.
Embedding Mastra into Enterprise Ecosystems
- Connecting with APIs, data pipelines, and event buses.
- Aligning agent deployments with enterprise DevSecOps practices.
- Adapting architectures to fit existing platform environments.
Recap and Future Directions
Requirements
- Foundational knowledge of containerization and orchestration.
- Practical experience with CI/CD workflows.
- Understanding of core 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 4800 € + VAT*
Contact us for an exact quote and to hear our latest promotions
