# Gen AI engineering training for technical teams > Instructor-led, lab-driven Course Offerings for engineers, architects and technical leaders who build, evaluate and run AI systems. Each one ends in a capstone project, so your team leaves with working code. **At a glance:** workshopps.com Engineering Course Offerings teach engineers, architects, data and platform teams to design, build, evaluate and run gen AI systems: RAG, AI agents, multi-agent workflows, MCP and AI-assisted development. Each one is instructor-led and lab-driven with a capstone project, delivered as a Live Instructor Led Workshop or an Onsite Workshop for your Teams. **Is this for you?** - For: Engineering teams, architects, data and platform engineers and technical leads who want to ship AI features that work in production. - Not for teams that want a non-technical AI awareness session without code. - Last updated: 2026-10-31 - Web page: https://workshopps.com/training/ai-engineering - Request a workshop: https://workshopps.com/contact ## Engineering Course Offerings Hands-on Course Offerings for engineers, architects, data and platform teams, and technical leaders who design, build, evaluate and run AI systems. - [AI for Developers — Build Practical, Responsible AI Features](https://workshopps.com/courses/ai-for-developers): Go from prompts and coding assistants to a working LLM app with RAG, MCP, evaluation and safeguards. 5 days, Beginner. Markdown: https://workshopps.com/courses/ai-for-developers/outline.md - [LangChain & LangGraph — Build Stateful AI Agents, from Chatbot to Multi-Agent Workflow](https://workshopps.com/courses/langchain-and-langgraph): Grow one assistant from a LangChain chatbot into a tool-using, multi-agent LangGraph application. 3 days, Intermediate. Markdown: https://workshopps.com/courses/langchain-and-langgraph/outline.md - [GenAI Design & Architecture — Engineering Robust Enterprise AI Systems](https://workshopps.com/courses/genai-design-and-architecture): Design governed, scalable enterprise GenAI systems: retrieval, orchestration, evaluation and security. 3 days, Advanced. Markdown: https://workshopps.com/courses/genai-design-and-architecture/outline.md - [Applied AI Solution Architect — FDE](https://workshopps.com/courses/applied-ai-solution-architect-fde): Architect, build, deploy and govern an AI-enabled full-stack enterprise application end to end. 5 days, Intermediate. Markdown: https://workshopps.com/courses/applied-ai-solution-architect-fde/outline.md - [Building Intelligence with RAG — Build a Grounded Knowledge Assistant](https://workshopps.com/courses/building-intelligence-with-rag): Build a working RAG knowledge assistant that retrieves, cites and streams grounded answers. 3 days, Intermediate. Markdown: https://workshopps.com/courses/building-intelligence-with-rag/outline.md - [Java 25 for AI Engineering — Build Reliable RAG and Agentic Applications](https://workshopps.com/courses/java-25-for-ai-engineering): Use Java and Spring to build source-backed RAG and safe, bounded agentic services. 5 days, Intermediate. Markdown: https://workshopps.com/courses/java-25-for-ai-engineering/outline.md - [Agentic ADLC with GitHub Copilot — From JIRA Ticket to Merged PR](https://workshopps.com/courses/agentic-adlc-with-github-copilot): Turn GitHub Copilot into a team workflow: from JIRA ticket to spec, code, review and merged PR. 3 days, Intermediate. Markdown: https://workshopps.com/courses/agentic-adlc-with-github-copilot/outline.md - [Agentic Workflows & Multi-Agent Systems — Build, Evaluate, and Operate Multi-Agent Systems in Production](https://workshopps.com/courses/agentic-workflows-and-multi-agent-systems): Build, evaluate and operate multi-agent systems with tools, MCP, orchestration and AgentOps. 3 days, Advanced. Markdown: https://workshopps.com/courses/agentic-workflows-and-multi-agent-systems/outline.md - [Forward-Deployed AI Engineering (FDE-2) — Design, Build, and Deliver Enterprise AI Solutions](https://workshopps.com/courses/forward-deployed-ai-engineering): Design, build and deliver a multi-agent enterprise AI solution the way a forward-deployed engineer does. 3 days, Intermediate. Markdown: https://workshopps.com/courses/forward-deployed-ai-engineering/outline.md - [GenAI Coach Program for Data Engineering — Build, Operationalize, and Teach Practical GenAI Solutions](https://workshopps.com/courses/genai-coach-program-for-data-engineering): Apply GenAI across ingestion, transformation, data quality and governance, and coach others to adopt it. 5 days, Intermediate. Markdown: https://workshopps.com/courses/genai-coach-program-for-data-engineering/outline.md - [Specs-Driven Development — From Vibe Coding to Reliable AI-Assisted Delivery](https://workshopps.com/courses/specs-driven-development): Replace vibe coding with specs: context, contracts, tasks, tests and review for AI-assisted delivery. 2 days, Beginner. Markdown: https://workshopps.com/courses/specs-driven-development/outline.md - [AI Security and Observability — Secure, Inspect, and Operate an AI Application](https://workshopps.com/courses/ai-security-and-observability): Secure, trace and operate an AI application: prompt injection defenses, access control, OpenTelemetry, evaluations, alerts and deployment. 5 days, Intermediate. Markdown: https://workshopps.com/courses/ai-security-and-observability/outline.md ## Questions teams ask ### What will my engineers be able to do after an Engineering Course Offering? Build a working gen AI feature end to end, with retrieval, agents or tool use, evaluation and safeguards depending on the Course Offering. Each one ends in a capstone project your team keeps. ### Which Engineering Course Offering should my team start with? Teams new to LLM apps usually start with AI for Developers. Teams already building can go straight to RAG, LangChain and LangGraph, agentic workflows or gen AI design and architecture. Tell us about your team and we suggest a path. ### Can the training be tailored to our stack? Yes. For an Onsite Workshop for your Teams, duration and content can be tailored on request, for example to your language, cloud platform or use case. ### How is an Engineering Course Offering delivered? As a Live Instructor Led Workshop with open registration, or as an Onsite Workshop for your Teams, where the trainer visits your office. Each Course Offering lists which of the two it offers.