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.
Course Outline
Advanced LangGraph Architecture
- Graph topology patterns: nodes, edges, routers, subgraphs
- State modeling: channels, message passing, persistence
- DAG vs cyclic flows and hierarchical composition
Performance and Optimization
- Parallelism and concurrency patterns in Python
- Caching, batching, tool calling, and streaming
- Cost controls and token budgeting strategies
Reliability Engineering
- Retries, timeouts, backoff, and circuit breaking
- Idempotency and deduplication of steps
- Checkpointing and recovery using local or cloud stores
Debugging Complex Graphs
- Step-through execution and dry runs
- State inspection and event tracing
- Reproducing production issues with seeds and fixtures
Observability and Monitoring
- Structured logging and distributed tracing
- Operational metrics: latency, reliability, token usage
- Dashboards, alerts, and SLO tracking
Deployment and Operations
- Packaging graphs as services and containers
- Configuration management and secrets handling
- CI/CD pipelines, rollouts, and canaries
Quality, Testing, and Safety
- Unit, scenario, and automated eval harnesses
- Guardrails, content filtering, and PII handling
- Red teaming and chaos experiments for robustness
Summary and Next Steps
Requirements
- An understanding of Python and asynchronous programming
- Experience with LLM application development
- Familiarity with basic LangGraph or LangChain concepts
Audience
- AI platform engineers
- DevOps for AI
- ML architects handling production LangGraph systems
35 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 £9500 online delivery, based on a group of 2 delegates, £3000 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
