Antigravity 2.0 just made your AI 10× more powerful.

Google Antigravity 2.0 — what actually changed

Antigravity is Google's first agent-first development and deployment platform. Think of it as a launchpad for AI agents, not a chat box. Instead of typing into Gemini and getting an answer back, you deploy AI — multiple agents working in parallel, on independent tasks, on your goals.

2.0 changed the game. Here's what's new:

• Gemini 3.5 Flash baked in — Google's agentic-tuned model. Faster outputs, better coding, better image generation, designed for tool use.
• Dynamic sub-agents — define teams of agents that coordinate on a single problem. Not just "one agent does the thing" — fleets.
• Scheduled tasks — automate routine checks. Your agents wake up, do work, report back, sleep.
• Artifacts — deliverables surfaced as objects you can preview and ship, not just chat output.
• Projects — group related work together (the missing organisation layer in v1).
• Live voice transcription — speak your prompts. Half my Antigravity sessions now start verbally.
• MCP servers — extend Antigravity with any tool that speaks the Model Context Protocol. This is the killer feature.

The interface itself was rebuilt — it now looks closer to Codex. Cleaner, faster, and you can actually find your previous outputs (the v1 organisation was rough).

Why most people use Antigravity wrong

Here's the thing nobody's saying out loud: most people open Antigravity, type a prompt, and get average results.

It's not the model. Gemini 3.5 Flash is incredible. It's the architecture around it.

Three walls hit you the moment you run Antigravity standalone:

• No memory. Every session starts cold. Antigravity doesn't know who you are, what your business does, or what you talked about yesterday. You spend 20% of every prompt just re-explaining yourself.
• No organisation. Hard to find your outputs. No proper IDE view. You generate something brilliant, then can't locate it next Tuesday.
• No improvement loop. Each session is the first session. Nothing compounds. Nothing stacks. You're building a Formula 1 engine and dropping it in a Honda Civic.

The Goldie Gravity Grid™ — 5 layers, one orbit

This is a new mental model. Most people treat AI like a hammer — pick it up, use it, put it down. The Goldie Gravity Grid is the opposite. It's an orbit around your work. Each layer pulls the others higher. The longer you run it, the stronger it gets.

Capture — OMI as the intelligence input

OMI is an open-source AI memory device. Wear it, or set it on your desk. It listens passively, transcribes every conversation, every meeting, every idea you mutter to yourself while making coffee.

Mine has captured 1,553 memories so far. Who I am, what I'm working on, who I met last Thursday, what my clients said about their goals. Without me doing anything extra.

Why this matters: if you don't capture, you don't have context. If you don't have context, you get generic AI outputs. OMI fixes this at the root.

Vault — Obsidian as the structured memory

Obsidian is a free note-taking app. Plain markdown files, stored on your machine, linked by [[double brackets]] into a knowledge graph. It's the second brain — but more importantly for our purposes, it's the format every AI agent can read.

When you connect OMI to Obsidian, captured memories flow into a single vault. Your business context, your clients, your goals, your brand voice — all in one place. The vault gets smarter every week.

And the file format is plain text. No vendor lock-in. No proprietary database. You own it forever.

If you want the full read-along on the vault side, see The Goldie Infinite Knowledge Engine →

Intelligence — Antigravity 2.0 inside Agent OS

Here's where the magic happens. Antigravity standalone is fine. Antigravity pointed at your Obsidian vault is something else entirely.

Suddenly your agents know who you are. They know your business. They know your clients, your voice, your goals. The same prompt — "build me a landing page" — produces a completely different output, because the agent has 1,553 memories of context to draw on.

Antigravity running inside Mission Control. The chat interface, the workspace files, the dynamic sub-agent thinking — all native in Agent OS.

How it works under the hood: Antigravity CLI. Google replaced Gemini CLI with Antigravity CLI as the canonical command-line interface — the same way you'd talk to Claude Code from your terminal, but for Antigravity. Agent OS wraps the CLI in a proper UI, gives it memory through Obsidian, and sits it next to your other agents.

"From Overwhelmed to Empowered" — a coaching landing page built by Antigravity, previewed live inside Agent OS. From prompt to finished website in one pass.

The same engine. A completely different vehicle. Gemini 3.5 Flash powers both standalone Antigravity and Antigravity-inside-Agent-OS — but the carriage around it changes everything.

Command — Agent OS as the orchestration layer

If Antigravity is the engine, Agent OS is the dashboard. It's the command centre for every agent you run. Think of it like your phone's home screen — but instead of apps, you've got agents. You see what they're working on. You see what they've built. You launch new tasks with a single prompt. You manage everything from one place.

The sidebar — every agent, one workspace. OpenClaw, Hermes, Gemini, Antigravity, Free Claude Code. You stop juggling tabs. You start orchestrating.

Without this layer, here's what your workflow looks like: tab for Antigravity, tab for Claude, tab for ChatGPT, terminal for Hermes, another tab for the project files, another for the docs. Five contexts, no memory shared between them, you re-explain yourself fifteen times a day.

Inside Agent OS, you've got one dashboard, one command centre, everything tracked, everything running together.

And it's not just chat — there's a studio for image, video, and speech generation, a Kanban board for assigning teams of agents to tasks, NotebookLM integration for the memory pipeline, and the full SEO module.

The Studio inside Agent OS — generate images, video, speech with Hermes. Voice in, preview inline, save to vault. The full creative pipeline, one panel.

Loop — the flywheel that makes everything compound

The flywheel. Every output makes the next better. Every iteration adds context. The system compounds.

This is the part nobody builds. Most people start over with every prompt. Every conversation begins from zero. Their AI gets exactly as good on day 100 as on day 1, because nothing compounds.

The loop fixes that. Every output your agents produce gets fed back into the system:

• More outputs → more context in the vault
• More context → smarter agents
• Smarter agents → better outputs
• Better outputs → more improvements

That's the flywheel. The Goldie Gravity Grid runs on it. Your business doesn't get built with one great prompt — it gets built with a system that gets smarter every single day.

3 websites built this weekend — one prompt each

Real receipts. This weekend, inside Agent OS + Antigravity, I built three different websites with one prompt each:

• BalancedMama — "From Overwhelmed to Empowered" — a 12-week coaching landing page for new mums. Full design, copy, imagery — generated and previewable inside Agent OS in minutes.
• The AI Profit Boardroom landing — a dopamine-inducing Pomodoro-style page for the community.
• OpenClaw — "Your Own AI Assistant" — a clean product page for the local-first AI agent.

Same engine (Gemini 3.5 Flash). Same model anyone with an Antigravity account could use. But the vehicle around it — Obsidian for memory, Agent OS for command, the flywheel for compounding — is what made each one production-quality in one pass.

Three beliefs holding you back

Your results are a reflection of the beliefs you hold about what's possible. If you change the belief, you change the output. Here are the three I see most often when people look at this system.

The 30-day roadmap

Don't try to do everything at once. The order matters — each layer powers the next. This is how I'd run it from scratch.

The Goldie Gravity Grid™ — recap

Antigravity 2.0 is the most powerful agent platform Google has ever shipped. But on its own, it has no memory, no organisation, no compounding. You get the engine without the vehicle.

The Goldie Gravity Grid wraps Antigravity in the four other layers it needs to actually win: capture (OMI), vault (Obsidian), command (Agent OS), and the loop that makes everything compound.

That's the system. That's the read-along. If you implement only one thing from this guide, make it Layer V — the loop. It's what separates a tool from an orbit.