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Advanced GitHub Copilot Techniques

Learn advanced GitHub Copilot techniques to transform your development workflow from basic assistance to sophisticated project management. This Copilot course covers advanced customization,...

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Duration 2 days
Course Code AIC-2103
Available Formats Classroom

Overview

Course Description

Learn advanced GitHub Copilot techniques to transform your development workflow from basic assistance to sophisticated project management. This Copilot course covers advanced customization, role-based AI interactions, and integration with Model Context Protocol (MCP) servers to create intelligent, automated development environments. Participants learn to implement custom chat modes, leverage AI agents for complex task management, and build scalable development workflows.

Skills Gained

By the end of this course, participants will be able to:

  • Evaluate the GitHub Copilot ecosystem to mitigate security risks and implement responsible AI coding practices.
  • Configure context engineering strategies and custom instructions to improve the accuracy of model suggestions.
  • Implement Model Context Protocol architecture to connect GitHub Copilot with local filesystems and external tools.
  • Deploy custom agents and task delegation methods to streamline complex software development lifecycles.
  • Orchestrate agentic workflows using GitHub Copilot Coding Agent to automate project-level programming tasks.
  • Utilize the GitHub Copilot CLI to execute interactive prompts and manage system permissions through terminal-based workflows.
  • Compare the functional strengths of CLI, Agent Mode, and MCP integrations to select the optimal tool for specific technical challenges.

Who Can Benefit

  • Software Developers
  • Data Scientists & Analysts
  • Anyone with advanced GitHub Copilot experience

Prerequisites

  • Experience with GitHub Copilot (GAI-1102 or equivalent)
  • Familiarity with VS Code and development workflows

Software

All attendees must have a modern web browser and an Internet connection.

Course Details

Course Details

GitHub Copilot Overview

  • Evolution of AI Coding Assistants
  • What is GitHub Copilot?
  • Copilot Features and Benefits
  • Limitations, Risks, and Responsible Use
  • AI Coding Assistant Ecosystem
  • Security & Compliance Risks

GitHub Copilot Configuration and Context Engineering

  • Copilot Configuration Levels
  • Configuration Hierarchy
  • Custom Instructions
  • Custom Agents
  • Context as Code and File Structure
  • Effective Context Strategies

Model Context Protocol (MCP) Fundamentals

  • MCP Core Architecture Components
  • Example: VSCode with Github and Local Filesystem
  • Configure IDE for MCP Servers
  • Benefits and Key Features of MCP
  • Using MCP Tools in Copilot Chat
  • Useful Resources about MCP

Augment GitHub Copilot with Task Delegation

  • Task Delegation Fundamentals
  • Security and Governance
  • Delegation Methods
  • Complex Task Management
  • Enhancing Task Delegation with MCP
  • SDLC-Aligned Practical Examples

From Tasks to Projects: Agentic AI with GitHub Copilot

  • What is GitHub Copilot Coding Agent?
  • Coding Agent vs. Agent Mode
  • Assigning Tasks to Copilot Coding Agent
  • Extending Agents with MCP
  • Monitoring Agent Sessions
  • Common Agent Failure Scenarios

GitHub Copilot CLI

  • Modes of Use
  • Prerequisites and Installation
  • Interactive Prompts and Workflows
  • Permissions System
  • Agent Skills
  • Custom Agents
  • Essential Slash Commands
  • When to Use CLI vs Agent Mode vs Coding Agent

Schedule

FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

Good course. I appreciate the time the instructor put into teaching this class.

Course was thorough and gave a very solid grounding in the tools advertised.

it was good and very informative. Instructure covered everything in detail.

Provided good amount of material and a great instructor to teach the material.

ExitCertified gave a great course on AWS that covered all of the basics in depth with good lab materials.