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Foundations of AI Coding Agents with Google Antigravity

Accelerate your team’s development workflow with AI-powered coding assistants. This course equips participants with the skills to integrate Google Antigravity into their coding processes, boosting...

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Duration 2 days
Course Code AIC-1106
Available Formats Classroom

Overview

Accelerate your team’s development workflow with AI-powered coding assistants. This course equips participants with the skills to integrate Google Antigravity into their coding processes, boosting productivity and code quality. Participants learn prompt engineering, explore key features, and leverage advanced functionalities of Google Antigravity to streamline coding tasks and improve efficiency.

Skills Gained

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

  • Boost productivity with AI-powered coding assistants
  • Improve code quality using Google Antigravity’s features
  • Enhance coding efficiency with prompt engineering techniques
  • Streamline code generation, completion, and refactoring
  • Troubleshoot and debug effectively with Google Antigravity
  • Use advanced Google Antigravity features for better workflow

Who Can Benefit

  • Software Developers
  • Data Scientists & Analysts
  • Anyone interested in coding assistants

Prerequisites

  • Familiarity using Generative AI
  • Practical Python experience

Course Details

Software

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

AI Coding Assistant Foundations

  • AI coding assistant architecture and components
  • Context windows and token limits
  • Agentic operation and the plan-execute-iterate cycle
  • Autonomous file, terminal, and Git operations
  • Reviewing and accepting proposed changes
  • Tool permissions and safety controls

Context Engineering

  • Context management fundamentals
  • Prompting techniques (zero-shot, few-shot, chain-of-thought)
  • Reference systems (@file, @codebase, @docs, @web)
  • Extended thinking modes and budget allocation
  • Memory and cross-session persistence

Configuration Standards

  • Configuration file hierarchy and version control
  • Universal context configuration (e.g., CLAUDE.md) and cross-tool compatibility
  • AGENTS.md format and conventions
  • Tool-specific configuration files
  • File exclusion strategies

Model Context Protocol (MCP)

  • MCP architecture (hosts, clients, servers)
  • MCP primitives (tools, resources, prompts)
  • Configuration and server installation
  • Security considerations and permission management

Practical Workflows

  • Code generation and multi-file scaffolding
  • Automated code review and security scanning
  • Test generation and test-driven workflows
  • Agent-driven debugging and error diagnosis
  • Refactoring patterns (single-file and multi-file)
  • Documentation generation
  • Git integration and automated commit messages

Google Antigravity Features

  • Editor vs. Manager views
  • Development mode selection (Agent-driven, Review-driven)
  • Mission Control for multi-agent orchestration
  • Agent monitoring dashboard
  • Artifacts system (task plans, implementation plans)
  • Browser subagents and automated UI interaction
  • Visual verification workflows
  • Autonomy tier configuration
  • Auto-execution policies
  • GEMINI.md configuration

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

This course is important because we work at CSOC and it's applicable to our daily work.

Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.

The training was good but needed the basic skills of maximo before getting deep in the configuration of it.

I was very satisfied about how the course was organized. Sean Did a very good work

The class covered the concepts needed for the AWS Cloud Practitioner Certification.