The One-Click Exporter: AI Studio Antigravity, Probed to Its Limits

What nobody tells you about exporting your multi-agent prototype to a local workspace. Every architect who's prototyped a multi-agent app in Google AI Studio eventually hits the same wall: the prototype works, but it lives in a browser tab. At I/O 2026, Google shipped a fix - Export to Antigravity, a one-click handoff to a local production workspace, carrying "all the context" with it.

I ran a real two-agent prototype through it. Here's exactly what survived the trip, what didn't, and what I had to fix by hand - including a bug that had nothing to do with the export itself.

1. The Pilot Project + The Click

The project: Research Digest - a sequential two-agent app. Agent 1 (Researcher) takes a topic, uses grounded web search to gather sources. Agent 2 (Editor) synthesizes those findings into a polished digest. Persistence via Firestore, with a history archive of past digests. Built entirely from a single prompt in AI Studio's Build mode. Along the way, provisioning Firestore surfaced my first real gotcha before I even got to the export step - more on that below.

Triggering the export: Code tab → Export → Export to Antigravity. The dialog is genuinely informative - it tells you upfront what's coming: all project files, conversation history, and explicitly "1 secret will be included."

2. What Actually Survives the Trip

The export dialog's claims, checked one by one:

3. The Gotchas

Gotcha 1 - "Conversation history will carry over" is currently not accurate, at least not visibly. Whatever context existed in the AI Studio thread did not surface as a conversation in Antigravity.

Gotcha 2 - The export doesn't tell you where it went. After exporting, nothing appeared in Downloads. The Agent Manager app knew a project called "Research Digest" existed, but gave no visible file path. I had to search my whole computer by name to find it - it turned out to be nested inside an internal ~/antigravity/ folder. Only then could I "Open Folder" in the separate Antigravity IDE app and actually see the code. The Agent Manager (chat/orchestration surface) and the IDE (VS Code-based editor) are two different apps that don't automatically hand off to each other - that disconnect cost real time.

Gotcha 3 - First local run surfaced a real bug, not an export problem. Once running (npm install → npm run dev, clean install, 0 vulnerabilities), the app loaded fine and confirmed "Connected to Cloud Firestore." But clicking Generate Digest failed:

Tool use with a response mime type: 'application/json' is unsupported

This is a genuine Gemini API constraint - you can't combine tool use (web search) with forced JSON-mode output in the same call. Agent 1 was built by AI Studio doing exactly that. This bug was baked into the generated code, not caused by the export.

The fix - via Antigravity's own agent, not manual coding: I described the error directly to Antigravity's agent panel. It analyzed gemini.ts, server.ts, App.tsx, and DigestViewer.tsx, then proposed a concrete plan: have Agent 1 return plain text instead of forced JSON, and have Agent 2 parse it into the structured digest. I reviewed the diff (2 files changed, +59/−53 lines combined) and accepted it. Re-ran Generate Digest - it worked end to end: Agent 1 gathered 5 grounded sources, Agent 2 synthesized them into a readable digest with proper citations, and the result persisted to Firestore with a real document ID.

4. Checklist

Before you export:

• Confirm which secrets are attached to your AI Studio project - the export UI will name them explicitly, verify that list matches what you expect
• Don't assume conversation history will transfer - copy anything important manually first

After you export, before you keep building:

• Locate the actual project folder yourself - check ~/antigravity/ or search by project name, don't wait for the UI to point you there
• Open the Antigravity IDE separately (not just the Agent Manager) to see and run code
• Run the app once, end to end, before assuming it works - the export can succeed while the underlying generated code still has bugs
• If something fails at runtime, try describing the error directly to Antigravity's agent before debugging manually - it can diagnose and patch across multiple files in one pass

The one-click export itself did what it promised on the parts that mattered most: files and secrets moved cleanly, and Firestore access - which had been broken back in AI Studio - worked correctly locally with zero extra configuration. What didn't survive was conversation context, and what slowed me down most wasn't the export at all - it was not knowing where my project physically landed, and hitting a pre-existing bug in the generated code. Antigravity's agent fixed that bug faster than I could have by hand.

Net verdict: one click, then about fifteen minutes of real troubleshooting - mostly locating files and one legitimate bug, not fighting the migration itself.

If this was useful: I write about actually using new AI dev tools - not just what the announcement says, but what happens when you run them against a real project. If you want more of this kind of hands-on testing, follow me on LinkedIn / Twitter/X. Also found out this project, in this repo in my github! Got your own gotchas from the AI Studio → Antigravity export? Reply or comment - I'll fold the best ones into a follow-up.