Software engineering
Backend, platform, ML platform and AI delivery roles. Concept lessons plus practice paths you can run. Roles in this family share the system design module and most of the platform, data and operations lessons. Each role has a curated pathway; the lessons themselves live in the shared library.
Roles
pathway v1 · 9 modules · 35 lessons
- Foundations of the ML platform role
- Data and feature infrastructure
- Workflow orchestration
- Training infrastructure
- Model release engineering
- Serving and inference
- LLM and agent platform
- Operating ML in production
- Designing the platform as a product
pathway v1 · 8 modules · 34 lessons
- Foundations: The Forward Deployed Delivery Model
- Software Foundations for Field Engineering
- APIs and Enterprise Integrations
- LLM Application Building Blocks
- Agents and Agentic Workflows
- Customer Data: Pipelines and Platforms
- Infrastructure and Deployment into Customer Environments
- Operating Deployments: Reliability, Security and Reuse
Concept areas this family touches
- Machine learning, LLMs and agents: 28 lessons
- Cloud, platform and reliability: 15 lessons
- Software engineering and system design: 12 lessons
- Data engineering and storage: 9 lessons
- Customer delivery and consulting: 3 lessons
- Security and compliance: 2 lessons