Choose your Antigravity

Antigravity delivers native agentic assistance across purpose-built product surfaces, with dynamic reasoning controls, multi-agent orchestration, and enterprise-grade security. Evolved from the Agent Manager into a standalone desktop command center (Antigravity app) alongside native terminal, editor, and programmatic SDK interfaces, Antigravity supports both synchronous interactive pair-programming and asynchronous background agent workflows independent of a single IDE. Select any surface below to explore live interface previews, core workflows, and quickstart paths:

Add promo code validation and expired coupon checks to the checkout endpoint.

Worked for 11schevron_right

I updated checkout-service to validate discount codes before creating a payment intent:

PromoValidator: Check expiration dates and minimum order totals.
CheckoutController: Return 400 Bad Request with a clear message for expired codes.

Shall I run the checkout test suite to verify?

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terminalAntigravity CLI

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>Run the test suite and fix the failing discount rounding test

▸Thought for 2s, 114 tokens

Running unit tests to reproduce the rounding failure

Bash(npm test -- src/discounts.test.ts)(ctrl+o to expand)

▸Thought for 3s, 142 tokens

Updating currency rounding in calculateDiscount

Edit(src/pricing/discounts.ts)(ctrl+o to expand)

? for shortcutsGemini 3.8 Flash · high

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spring-petclinic / Project Analysis And Reporting

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Please review this project. Investigate how it works and build a report showing important files and data flows.

BaseEntity, NamedEntity, and Person serve as base classes.
Owner, Pet, Visit, Vet, Specialty, and PetType define business models.

Key System Controllers:

OwnerController: Manages owner creation, lookup, and pagination.
PetController: Handles pet updates/creation using PetValidator.
VetController: Provides HTML vet list and cached JSON endpoint.

Ask anything, @ to mention, / for actions

Project ReviewReview ▾

Spring PetClinic - Architectural Review & Technical Analysis

This document provides an architecture review and technical investigation of the Spring PetClinic application (spring-projects/spring-petclinic).

1. Project Overview & Tech Stack

Spring PetClinic is a reference application built to showcase modern Spring Boot patterns, clean domain-driven architecture, and Java best practices.

Framework: Spring Boot 4.1.0, Spring MVC, Spring Data JPA, Spring Cache
Java Toolchain: Java 17 (build.gradle)
Database & Persistence: In-memory H2, MySQL, PostgreSQL

2. Core Domain Model & Entity Hierarchy

The domain model follows standard Object-Relational Mapping (ORM) principles with common base class inheritance.

fork_right main⊗ 0 ⚠ 2 ⓘ 1Java: Ready

Gradle: Build Error

agent_pipeline.pyPython 3.10+

from google.antigravity import Agent, LocalAgentConfig
from google.antigravity.hooks.policy import allow, deny

# Configure stateful agent harness and safety policies
config = LocalAgentConfig(
    policies=[allow("view_file"), deny("run_command")],
    system_instructions="You are a senior software architect.",
)

# Execute multi-turn conversation in async context
async with Agent(config) as agent:
    response = await agent.chat("Audit the repository architecture.")
    print(await response.text())

Core agent capabilities

Every Antigravity surface runs on a shared, highly optimized agent harness co-trained with Gemini models, combining synchronous turn-by-turn code editing and tool execution with asynchronous background subagents, scheduled cron sidecars, and automated verification loops:

psychologyFrontier Gemini models

Gemini 4 & 3.8

Co-trained with Google DeepMind. Powering all local agents with frontier speed, configurable reasoning levels, and large context capacity across Gemini 4 Argon, Gemini 3.8 Flash, and Gemini 3.1 Pro.

Model specificationsarrow_forward

group_workAsynchronous subagents

Parallel execution

Delegate complex background tasks to concurrent subagents working across isolated Git worktrees without blocking your active terminal or editor session.

Subagents guidearrow_forward

splitscreenVisual artifacts

Verification loops

Track and verify agent output with structured visual reports, including interactive implementation plans, unified multi-file diffs, and browser session recordings.

Artifact inspectionarrow_forward

shieldSecurity by design

Bounded access

Enforce local execution safeguards with granular tool approval gates, workspace directory scoping, local proxying, and corporate VPC Service Controls.

Permissions and securityarrow_forward

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Google platform integrations

Curated bundles of skills, MCP servers, and extensions engineered with product teams across Google—including Firebase, Android, Modern Web, Chrome DevTools, Flutter, Google Cloud Data, Maps, Science, and the Antigravity SDK.

View all bundlesarrow_forward

Frontier models and dynamic reasoning

Antigravity leverages Google DeepMind’s frontier Gemini models with dynamic reasoning controls. Adjust reasoning effort per conversation turn or delegate long-running tasks to autonomous agent swarms:

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Interactive model and thinking level selector

Experience the model selector directly below. Antigravity lets you adjust reasoning depth and model speed dynamically per conversation turn.

Model specs and limitsarrow_forward

Product comparison

Compare primary capabilities and execution environments across Antigravity surfaces:

Capability	desktop_windowsApp	terminalCLI	extensionIDE Ext.	code_blocksSDK
Desktop application	check	close	close	close
Terminal user interface (TUI)	close	check	close	close
Editor extensions (VS Code, JetBrains, VS, Zed, Xcode)	close	close	check	close
Programmatic Python SDK	close	close	close	check
Remote control & headless execution	check	check	close	close
Workspace & Git worktree isolation	check	check	close	check
Multi-agent swarms (/teamwork-preview)	check	check	close	close
Deep reasoning mode (/boost)	check	check	close	close
Interactive visual artifacts & diffs	check	check	check	close
Sandboxed Chromium browser automation	check	close	close	close
Custom skills (SKILL.md) & rule files	check	check	check	check
Model Context Protocol (MCP) clients	check	check	check	check
Scheduled tasks & cron sidecars	check	check	close	close
Corporate SSO & BYOID (Workforce Identity)	check	check	check	check
Regional data residency (US & EU)	check	check	check	check
VPC Service Controls (VPC-SC)	check	check	check	check
Request, response & telemetry logging	check	check	check	check

User and enterprise tiers

Antigravity supports individual developers and enterprise engineering organizations with Google Cloud security, regional data residency, and VPC Service Controls:

Individual developers

Designed for software engineers, researchers, and open-source contributors who need frontier autonomous coding assistance on their local workstation.

Free tier · Pro & Ultra plans

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Desktop & terminal clients

Full access to the native Antigravity app desktop application and the high-speed agy command-line interface.

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All IDE extensions

Integration with VS Code, JetBrains IDEs, Xcode, Zed, and Visual Studio with dedicated agent panels, interactive plans, and inline diff reviews.

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Flexible individual plans & AI credits

Start at $0/month on the Free plan, or upgrade to Google AI Plus, Pro, or Ultra for higher rate limits and optional AI credit overages.

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Skills, MCP & rules

Author project-level custom skills (SKILL.md), connect stdio/SSE MCP servers, and define behavior rule sets.

Enterprise engineering organizations

Engineered for organizations requiring Google Cloud governance, regional data residency, VPC Service Controls, and enterprise identity management.

Google Cloud ToS · VPC-SC

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Corporate SSO & BYOIDGoogle Cloud & WIF

Authenticate with Google Cloud SSO, Bring Your Own Identity (BYOID) via Workforce Identity Federation (such as Okta), or Application Default Credentials.

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Regional data residencyUS, EU & Global

Control where model inference and data processing occur across global, US multi-region, and European Union multi-region endpoints.

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VPC Service ControlsGoogle Cloud

Enforce network service perimeters and private connectivity with Google Cloud VPC Service Controls (VPC-SC) and IAM role governance.

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Request & telemetry loggingCloud Audit

Configure project telemetry and full request and response logging directly within your Google Cloud project for security and compliance.

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Flexible enterprise billingLicenses or Pay-as-you-go

Choose consumption-based billing via the Gemini Enterprise Agent Platform API or Gemini Enterprise licenses with included quotas and managed overages.

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Zero model training guaranteeData privacy

Governed by the Google Cloud Terms of Service. Your prompts, code, and transcripts are never stored outside your private environments or used to train models.

Documentation pillars

Explore the documentation across six core architectural pillars:

rocket_launchStart Here

Get Started

Install the Antigravity app, set up the CLI, integrate the SDK, and configure IDE extensions.

schoolConcepts

Learn

Master foundational concepts including Workspaces, Git Worktrees, and Sessions.

extensionExtensibility

Extend

Author custom Skills (SKILL.md), connect MCP Servers, and define Lifecycle Hooks.

domainSecurity

Enterprise

Corporate SSO & BYOID, Regional Data Residency, VPC Service Controls, and Cloud Logging.

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Build with Google

Firebase, Chrome DevTools, Android CLI, Dart & Flutter, Science, and Data Agent Kit skills.

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Reference

CLI command manuals, models specifications, settings schemas, and API references.

Get Started

IDE Extensions

CLI reference

Migrations

Resources

LEARN

SLASH COMMANDS

EXTEND

ANTIGRAVITY SDK