GCPSPARKSANTIGRAVITY

Antigravity for Enterprise Series Training

This comprehensive 6-module series explores Google Antigravity, an agent-first development platform designed to consolidate fragmented developer workflows into a unified server-side harness. Learners will journey from foundational architecture and multi-team scale to advanced enterprise guardrails, responsible vibe coding for non-technical teams, and deterministic compliance reporting for regulated industries. Note for Spark Sessions: Participants can choose any 3 modules to make up a 3-hour Spark session, or complete two 3-hour sessions (all 6 modules) to cover the entire series.

✓ Official training Google CloudLevel Intermediate⏱️ 1 day (6h)

What you will learn

Module 1: Explain Antigravity as a unified platform across IDE, CLI, SDK, and Managed Agent surfaces.
Module 2: Design context-aware, multi-file agent workflows and master the Command Center.
Module 3: Orchestrate multi-team environments using the human-in-the-loop framework and A2A protocols.
Module 4: Enforce strict enterprise governance, change management, and shadow code prevention.
Module 5: Manage execution intensity and safe prototyping limits for citizen and non-technical developers.
Module 6: Configure deterministic audit trails, artifact generation, and real-time compliance drift detection.

Prerequisites

Basic familiarity with Google Cloud projects, terminal-based development, and foundational enterprise security concepts.

Target audience

Cloud Developers, DevOps Engineers, Infrastructure Leads, IT Administrators, Engineering Managers, Citizen Developers, Regulatory/Compliance Officers

Training Program

6 modules to master the fundamentals

Objectives

Explain Antigravity as a unified platform (IDE, CLI, SDK, and Managed Agents).
Describe how Antigravity supersedes Gemini CLI workflows.
Identify the core surfaces of the Antigravity ecosystem and their use cases.
Integrate Antigravity with the Gemini Enterprise Agent Platform.
Map your current development environment to Antigravity adoption entry points.

Topics covered

→Case Study: Cymbal Bank
→The Agentic Platform Paradigm
→Deconstructing the 4 Core Surfaces
→Migration Walkthrough
→Summary & Quiz

Activities

1 Case Study

1 Quiz (5 questions)

Objectives

Configure Antigravity for a development project and connect relevant context sources.
Direct agents to plan, implement, and test code changes across multi-file scenarios.
Use the Command Center to run parallel agents and interpret their outputs.
Recognize when to intervene in an agent workflow vs. when to let it run.
Manage usage and understand the compute credit model to avoid unexpected limits.

Topics covered

→Case Study: Cymbal Labs
→Context-Aware Agent Workflows
→Mastering the Command Center
→Compute Credit Optimization
→Summary & Quiz

Activities

1 Case Study

3 Live Demos/Walkthroughs

1 Quiz (5 questions)

Objectives

Identify the architectural boundary between individual and team-scale Antigravity.
Describe how Agent Platform enables organizational orchestration and governance.
Design a human-in-the-loop framework for autonomous agent workflows.
Explain the A2A protocol and its role in multi-agent coordination.
Define a readiness checklist for moving to production deployment.

Topics covered

→Case Study: Cymbal Superstore (Retail)
→Orchestrating Multi-Team Environments
→The Human-in-the-Loop Framework
→Production Readiness Checklist
→Summary & Quiz

Activities

1 Case Study

2 Live Demos/Walkthroughs

1 Quiz (5 questions)

Objectives

Assess the security posture of Antigravity and identify certification coverage gaps.
Apply a governance model for agent permissions, Strict Mode, and audit logging.
Design a "shadow code" prevention strategy for autonomous agent outputs.
Create a migration playbook for teams transitioning from Gemini CLI.
Build a change management approach for agent-first engineering workflows.

Topics covered

→Case Study: Cymbal Investments
→Enterprise Governance & Strict Mode
→Shadow Code Prevention
→Change Management Playbook
→Summary & Quiz

Activities

1 Case Study

1 Quiz (5 questions)

Objectives

Describe what Antigravity agents can do and what "autonomous execution" means.
Configure Antigravity safely for non-technical prototypes and data tools.
Identify tasks appropriate for self-directed agent use vs. engineering involvement.
Apply three specific safeguards before delegating destructive or irreversible tasks.
Recognize signs of agent drift and know how to intervene effectively.

Topics covered

→Case Study: Cymbal Direct (Creative)
→Autonomous vs. Assisted Execution
→Scope-Setting & Safe Prototyping
→Safeguards & Intervention Points
→Summary & Quiz

Activities

1 Case Study

1 Live Demo/Walkthrough

1 Quiz (5 questions)

Objectives

Describe compliance frameworks applicable to high-stakes agentic software.
Establish lineage and traceability for every agentic decision.
Configure deterministic audit trails for production-grade auditability.
Design reproducible workflows that satisfy regulatory scrutiny.
Implement governance controls to ensure AI output meets industry standards.

Topics covered

→Case Study: Cymbal Health
→Compliance Framework Alignment
→Establishing Agentic Lineage
→Deterministic Audit & Reporting
→Summary & Quiz

Activities

1 Case Study

1 Live Demo/Walkthrough

1 Quiz (5 questions)

Related Trainings

Building Agents with Antigravity and Agents CLI

In this course, you will learn how to create enterprise agents on the Gemini Enterprise Agent Platform. You will discover why real-world business tasks require autonomous agents and how to leverage Antigravity, and the Agent CLI to transform and automate your ADK development workflow. You will learn how to manage agents, examining how the platform splits into a control plane that defines agents and a data plane that runs them on the Managed Agents API. Through conceptual lessons and a hands-on lab building an agent from scratch, you will learn how to assemble agent components, execute resilient reason-act loops, manage persistent multi-turn state, and ensure scalability across your enterprise AI projects.

0.5 d

Advanced

Gemini Code Assist Essentials

This course provides a comprehensive overview of Gemini Code Assist, an AI-powered tool designed to significantly enhance software development workflows. Participants will learn how Gemini Code Assist can improve coding efficiency, reduce errors, and accelerate the software delivery lifecycle. The course will cover core features such as intelligent code completion, advanced code generation, and powerful smart actions, along with best practices for integrating Gemini Code Assist into various development environments. Fundamental concepts in AI-assisted coding and software development lifecycle optimization will be explored through practical demonstrations and real-world application scenarios.

0.5 d

Intermediate

Agentic AI Governance Essentials

This course provides learners with the essential skills to govern the design, deployment, and scaling of autonomous, Agentic AI systems. It focuses on enabling rapid innovation and accelerating speed-to-market while managing the unique risks presented by AI systems that can make decisions without constant human input. The course is structured around the practical application of the four-phase Agentic AI Governance Maturity Roadmap (Establish, Implement, Scale, Accelerate). It uses a blend of presentations, detailed case-study scenarios (Cymbal Health, Cymbal Insurance, etc.), group discussions, a tabletop exercise, and quizzes.

0.5 d

Intermediate

View all trainings →

Upcoming sessions

No date suits you?

We regularly organize new sessions. Contact us to find out about upcoming dates or to schedule a session at a date of your choice.

Quality Process

SFEIR Institute's commitment: an excellence approach to ensure the quality and success of all our training programs. Learn more about our quality approach

Teaching Methods Used

Lectures / Theoretical Slides — Presentation of concepts using visual aids (PowerPoint, PDF).
Technical Demonstration (Demos) — The instructor performs a task or procedure while students observe.
Case Study — Analysis of a real or fictional business scenario to derive solutions.
Quiz / MCQ — Quick knowledge check (paper-based or digital via tools like Kahoot/Klaxoon).

Evaluation and Monitoring System

The achievement of training objectives is evaluated at multiple levels to ensure quality:

Continuous Knowledge Assessment : Verification of knowledge throughout the training via participatory methods (quizzes, practical exercises, case studies) under instructor supervision.
Progress Measurement : Comparative self-assessment system including an initial diagnostic to determine the starting level, followed by a final evaluation to validate skills development.
Quality Evaluation : End-of-session satisfaction questionnaire to measure the relevance and effectiveness of the training as perceived by participants.

Frequently Asked Questions

Cloud developers, DevOps engineers, infrastructure leads, IT administrators, engineering managers, citizen developers, and regulatory and compliance officers.

Basic familiarity with Google Cloud projects, terminal-based development, and foundational enterprise security concepts.

You will explain Antigravity as a unified platform across IDE, CLI, SDK and Managed Agent surfaces, design context-aware multi-file agent workflows, orchestrate multi-team environments with the human-in-the-loop framework and A2A protocols, and enforce enterprise governance and shadow code prevention.

Antigravity Foundations, Antigravity Workflows, Antigravity at Scale, Antigravity Guardrails, Responsible Vibe Coding, and Antigravity for Regulated Environments. Each module is built around a case study.

The full series lasts 6 hours. Participants can choose any 3 modules to make up a 3-hour Spark session, or complete two 3-hour sessions to cover all 6 modules. Each module includes a case study and a quiz, and most include live demos.

Yes. This is an official Google Cloud Sparks course delivered by SFEIR Institute, a certified Google Cloud Training Partner.

Registration

790 € excl. VAT per learner

Reserve a seat

Train multiple employees

Volume discounts (multiple seats)
Private or custom session
On-site or remote

Request a quote

Cloud Sparks Program

790€ excl. VAT

per learner

Reserve Quote