Format: 2-day, deep-dive workshop
Tour: Worldwide · public & in-house stops
Bonus: VibeKode conference discount included
Why This Tour Now?
The AI fundamentals tour keeps teams engaged, skills evolving, and strategy moving — long before VibeKode 2026 opens its doors.
AI Bootcamp for Software Engineering Teams
An intensive, hands-on AI training covering LLM fundamentals, modern AI stacks, and applied system design.
From Prompt Engineering to Agentic Systems
Learn Vibe Coding, Retrieval-Augmented Generation (RAG), and multi-step agent workflows used in production AI systems.
Build Production-Ready AI Applications
Leave with practical examples, architectural patterns, and a clear roadmap for shipping AI-powered software.
What you’ll build in 2 days
Day 1 · AI Fundamentals & Modern Stack
Understanding how modern AI systems work — beyond prompts.
You will work on:
- How LLMs actually work: tokens, context windows, cost & latency trade-offs
- Prompting patterns for real-world systems (instructions, constraints, structure)
- Reasoning & decomposition patterns (how models “think” through problems)
- Output control: schemas, JSON, validation & consistency
- Embeddings: semantic search, similarity, and clustering use cases
- First hands-on pipelines using modern AI tooling (e.g. Cursor, Claude Code)
Focus:
Build a solid mental model of AI systems so your decisions stop being guesswork.
Day 2 · Vibe Coding & Agentic Development
From single prompts to systems that plan, act, and integrate.
You will work on:
- Designing multi-step workflows instead of single-shot prompts
- Retrieval-Augmented Generation (RAG): chunking, indexing, retrieval strategies
- Structured extraction pipelines (documents → structured data)
- Tool usage & function calling in real applications
- Introduction to MCP-style context & tool orchestration
- Designing simple autonomous agents that plan and execute tasks
- Architectural patterns for agentic systems in production (2026-ready)
Focus:
Move from “AI-assisted coding” to AI-native system design.
Lead Trainer
John Davies
John is a veteran architect and trainer, leading intensive hands-on camps for engineering teams across Europe. He brings decades of experience in enterprise systems, cloud-native architectures and developer education — now focused on helping teams adopt AI and agentic development in a pragmatic, production-ready way.
The tour format blends short keynotes, live coding, and guided lab work in small groups. Expect direct feedback, plenty of Q&A, and concrete patterns you can apply to your stack the next day.
Learning Format & Materials
Hands-On, Code-First Learning
During the Masterclass, you’ll work with a curated collection of code samples, interactive demos, and guided exercises.
The learning path takes you from basic LLM interactions to advanced, production-relevant techniques such as Retrieval-Augmented Generation (RAG), structured data extraction, and tool-driven workflows.
All examples are designed to be reusable and adaptable to your own systems and datasets.
What You’ll Walk Away With
Skills
- Confident understanding of how LLM-based systems work
- Practical prompt, context, and reasoning strategies
- Ability to design RAG and extraction pipelines
- Foundations for building agentic workflows
- Better architectural decisions for AI-integrated systems
Outcomes
- A working set of hands-on examples you can reuse in your own projects
- Clear patterns for moving from prototype to production
- A shared AI vocabulary across your team
- A concrete roadmap toward agentic development
- An exclusive discount code for the VibeKode 2026 conference (Munich)
Who Should Attend?
Built for engineering teams shipping real systems.
- Mid-level to senior software developers
- Tech leads & architects
- Platform & DevOps engineers
- AI/ML engineers moving into applied, production-focused AI
Prerequisites
- Basic proficiency in Python (Python 3.8+ with pip)
- A laptop with at least 8 GB RAM (16 GB recommended for local models)
- Reliable internet connection for cloud APIs and model downloads
Masterclass on Tour — Dates & Tickets
Every ticket includes an exclusive discount code for the VibeKode 2026 conference in Munich.
In‑House & Corporate Masterclass Stops
Bring the Masterclass to your teams — onsite, customised, anywhere in Europe.
- Ideal for 20–80 participants
- Custom agenda aligned to your tech stack
- Co‑branded learning materials
- Includes VibeKode 2026 conference discount
To request availability, please [email protected].
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