AI Code Assisted Mastery: Transform Your Dev Workflow

AI for business
GitHub
Prompt Engineering
Software Development

Master AI-powered coding tools like Claude, GitHub Copilot, and Cursor whilst learning to extend AI integrations with Model Context Protocol (MCP). Through hands-on practice with real codebases, learn prompt engineering, MCP server creation, and best practices to transform your productivity.

Any questions? 

Melchior will gladly help you further with any personal or in-company needs you might have.

Get in touch

What will you learn?

This intensive 1.5-day workshop bridges the gap between having access to AI coding tools and truly mastering them for maximum productivity. You’ll learn to leverage AI assistants effectively through practical exercises using your own codebase, build custom MCP servers to extend AI capabilities with your tools and data, understand when and how to use AI assistance appropriately, and develop the confidence to integrate these technologies into your daily workflow whilst maintaining code quality and security standards.

Key takeaways

  1. Productivity gains through effective AI collaboration techniques
  2. Advanced prompt engineering specifically tailored for code generation and debugging
  3. Custom AI integrations using Model Context Protocol for your specific workflows
  4. Security and compliance frameworks for safe AI tool integration
  5. Real-world application using your actual projects and challenges

Program

This hands-on workshop uses a unique approach where participants bring their own code and real-world challenges. Through live coding demonstrations, MCP server integration, interactive labs, and peer collaboration, you’ll apply AI assistance techniques directly to your projects. The extended format allows a deep dive into AI tool mastery. The training combines theoretical foundations with immediate practical application, ensuring you leave with production-ready skills. Each session builds upon the previous, creating a comprehensive understanding of AI-assisted development from basics to advanced custom integrations.

  • Session 1: Foundations & Mental Models
    – Overview of AI coding assistants landscape (Claude, Copilot, Cursor)
    – Understanding LLM capabilities and limitations
    – Introduction to Model Context Protocol (MCP) architecture
    – The “Copilot Pattern”: When to lead vs. when to follow
    – Live demo: Building a REST API from scratch using AI
  • Session 2: Prompt Engineering for Developers
    – The CONTEXT-TASK-FORMAT framework for effective prompts
    – Context window optimisation strategies
    – Multi-turn conversation techniques
    – Hands-on labs: Refactoring, test generation, and bug hunting
    – Preparing codebases for AI assistance
  • Session 3: Advanced Techniques & Real-World Applications
    – Database schema design and API integration with AI
    – Performance optimisation techniques
    – Code review and security audit assistance
    – Participant showcase: Solving real problems from your codebase

Who is it for?

This workshop is designed for software developers and technical professionals who want to master AI-powered development tools and create custom AI integrations. Perfect for junior to senior developers, technical leads, software architects, DevOps engineers, platform engineers, and QA engineers transitioning to automation. Especially valuable for technical product managers who code, engineering managers implementing AI tools within their teams, and developers who want to build custom tool integrations for their organisations. Whether you’re AI-curious or already experimenting with these tools, you’ll gain practical skills to transform your development practice.

Requirements

Basic programming knowledge in at least one language (JavaScript, Python, Java, C#, etc.)

Laptop with development environment configured for your preferred language and admin rights on it

Access to Claude Code and Copilot (free trials acceptable – we’ll help with setup)

Why should I follow this training?

Build Custom AI Integrations

Create MCP servers to connect AI with your specific tools and databases

Immediate Productivity Boost

Apply techniques to your actual projects during the workshop for instant ROI

Future-Proof Your Skills

Master both AI tools and MCP – essential skills for modern development

What else
should I know?

This workshop includes a comprehensive capstone project where participants demonstrate their ability to effectively use AI coding assistants and integrate MCP into their dev workflows. Upon successful completion of the workshop and capstone project, you will have the skills and best practices to fully utilize AI coding tools.

After registration for this training, you will receive a confirmation email with practical information including setup instructions for AI tools and optional pre-workshop resources. A week before the training, we will ask you about any dietary requirements and send you preparation guidelines to maximise your learning experience.
 
You’ll receive a comprehensive digital workshop kit including prompt templates and best practices guides.

See you soon!

Course information

Hands-on practice with your own codebase.

Mix of live demos, interactive labs, and peer collaboration.

Lunch and snacks are included on the first day, refreshments will be provided on the second day.

Travel and accommodation expenses are not covered.    

Meet the trainers

Jethro Sloan

Jethro is a transformative AI and leadership trainer with extensive experience in translating complex technical concepts into engaging, practical learning experiences. 

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