Antigravity GUI
Research on how the Antigravity desktop app stores plans and brain artifacts.
Historical, superseded
This is a research note kept for design history. It does not describe current behavior; the current docs, starting at Concepts, do. Source: docs/research/antigravity-gui.md.
Condensed from web research. Items marked UNVERIFIED have single-source or conflicting evidence.
Platform shape
Antigravity 2.0 (launched 2026-05-19, Google I/O) is a five-surface platform:
standalone agent-first desktop app, agy CLI, Python SDK, Managed Agents API
(per-run billing), Enterprise Agent Platform. The legacy VS Code-fork IDE
(with Agent Manager) remains available. CLI and desktop app share one agent
harness.
- Agent Manager: spawn/monitor/switch/archive agents across workspaces; Inbox tracks running conversations. One agent per workspace recommended.
- Brain artifacts:
~/.gemini/antigravity/brain/<conversation-uuid>/—implementation_plan.md,task.md,walkthrough.md, transcripts in.system_generated/logs/. Plain markdown → readable by anything, including the orchestrator (hybrid-pipeline integration point). - Dynamic subagents (v2): primary agent spawns parallel subagents with isolated contexts. A2A protocol supports up-to-16-agent configurations. Docs warn to cap subagent depth (recursion exhausts budgets).
- v2 commands:
/goal(run to completion),/grill-me,/agent(async subagent),/schedule(cron),/btw,/export(CLI → desktop),/usage(quota), JSON hooks (pre-tool, post-edit, session-start).
THE QUOTA REALITY (kills the "infinite tokens" premise)
- Free: ~20 agent requests/day. AI Pro ($20): ~100/day, weekly refresh since Mar 2026 — overrun → lockout up to 7 days. Ultra $100 (≈5× Pro), Ultra Premium $200 (≈20× Pro, "no weekly cap").
- Per-model quota pools are separate: Gemini Flash, Gemini Pro, Claude, image gen each independent. Exhausting Gemini does not touch Claude. → Design consequence: route across pools; cross-pool concurrency verified locally (see calibration).
- Overage credits $0.01 each; credit-per-request conversion undocumented ("ghost-drains" complaint).
- Top community complaint: background agent loops burning a week's quota; agents re-reading files instead of caching; whole-file regeneration.
- Quota visibility:
/usage(interactive); community tool "Antigravity Cockpit" (VS Code ext) reads per-model quota.
→ Booster design consequences: token/request accounting per run; per-pool concurrency + budget ceilings; prefer diffs over whole-file regeneration in charters; idempotent scheduled tasks (double-fire reports exist); never leave loops unattended without budgets (ADLC Principle 8 already requires this).
Known issues
- Model label in UI may not match model actually called (UNVERIFIED).
- Sandbox macOS-only. Linux CLI preview-quality.
- Scheduled tasks can double-fire — design idempotent.
- Routing errors: prompt sent to wrong agent tab.
Existing orchestration ecosystem (don't reinvent blindly)
- oh-my-antigravity (omagy): agy plugin — interview/PRD planning skills,
checkpointed execution,
omagy teamparallel coordination with JSON status. Overlap with booster: team mode. Differentiation: booster is gate-shaped (ADLC), quota-pool-aware, cross-model prosecution, deterministic orchestrator (no model-as-scheduler). - Antigravity Cockpit: quota dashboards, auto wake-up reset scheduling.
- antigravity-awesome-skills, AgentKit 2.0 (16 specialist agents — UNVERIFIED if official).
Source URLs
- https://antigravity.google/blog/introducing-google-antigravity-2-0
- https://antigravity.google/docs/cli-getting-started
- https://github.com/google-antigravity/antigravity-cli (CHANGELOG, releases)
- https://developers.googleblog.com/an-important-update-transitioning-gemini-cli-to-antigravity-cli/
- https://9to5google.com/2026/05/21/google-has-tripled-gemini-usage-limits-for-antigravity-twice/
- https://aicodingtools.im/limits
- https://discuss.ai.google.dev/t/antigravity-2-0-used-an-entire-weeks-quota-on-two-simple-uis/169828
- https://github.com/shayne-snap/oh-my-antigravity
- https://agentpedia.codes/blog/antigravity-agent-orchestration-multi-agent
- https://medium.com/google-cloud/getting-started-with-antigravity-2-0-updated-8a953f079f97