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Course Outline
Understanding Mastra Architecture and Operational Concepts
- Core components and their production roles
- Supported integration patterns for enterprise environments
- Security and governance considerations
Preparing Environments for Agent Deployment
- Configuring container runtime environments
- Preparing Kubernetes clusters for AI agent workloads
- Managing secrets, credentials, and config stores
Deploying Mastra AI Agents
- Packaging agents for deployment
- Using GitOps and CI/CD for automated delivery
- Validating deployments through structured testing
Scaling Strategies for Production AI Agents
- Horizontal scaling patterns
- Autoscaling with HPA, KEDA, and event-driven triggers
- Load distribution and request-handling strategies
Observability, Monitoring, and Logging for AI Agents
- Telemetry instrumentation best practices
- Integrating Prometheus, Grafana, and logging stacks
- Tracking agent performance, drift, and operational anomalies
Optimizing Performance and Resource Efficiency
- Profiling agent workloads
- Improving inference performance and reducing latency
- Cost-optimization approaches for large-scale agent deployments
Reliability, Resilience, and Failure Handling
- Designing for resiliency under load
- Implementing 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
Summary and Next Steps
Requirements
- An understanding of containerization and orchestration
- Experience with CI/CD workflows
- Familiarity with AI model deployment concepts
Audience
- DevOps engineers
- Backend developers
- Platform engineers responsible for AI workloads
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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