At a glance
| Capability | Chief | Antigravity CLI |
|---|---|---|
| What it is | AI-native agent manager | Google's coding agent CLI for Gemini models |
| Scope | All projects, agents, team members | One codebase per session |
| Decomposition | ✅ Goal → milestones → one-shot execution | ❌ Manual task scoping |
| Proactive planning | ✅ Proposes next steps from project state | ❌ Waits for prompts |
| Multi-project | ✅ Portfolio-wide visibility and dispatch | ❌ Single project per session |
| Multi-provider | ✅ BYOA — mix per task | Models available on your Google plan |
| Billing | ✅ Free to start, bring your own agents | ✅ Included in your Google plan's limits |
| Quality gates | ✅ Auto-review against criteria | ❌ Manual review of all output |
What is Chief?
Chief is an AI-native agent manager. It sits above coding agents like the Antigravity CLI and handles everything between "here's what I want" and "here's the shipped result" — planning what to build, figuring out what comes next, dispatching agents across your entire portfolio, and reviewing output before it ships.
Chief uses a BYOA (bring-your-own-agent) model. You connect the coding agents you already use, including Gemini through the Antigravity CLI, signed in with your own Google account on your own machine. No lock-in, no migration, no separate API key.
How Chief works with Gemini
Your sign-in, your machine. Chief's relay runs the official agy binary on your computer, the same way you would run it yourself. You sign in once by running agy in a terminal. Chief never reads your Google credentials or tokens.
Your choice of Gemini model. Chief uses Gemini 4 Argon by default, and you can switch to Gemini 3.8 Flash in Settings. If your Google account can't use Argon, Chief uses Flash instead of failing the task.
Your usage limits, visible. Google sets usage limits for each group of models in the Antigravity CLI. Chief's usage card shows how much of each limit you have used and when it resets, read straight from agy, so you can plan work around it.
What Chief adds on top
1. Plan and execute complex goals in one shot
Give Chief "add usage-based billing with team plans" and it decomposes the goal into dependency-aware milestones, each with acceptance criteria and a review gate. You approve the plan once; Chief dispatches Gemini, and any other agents you use, through the whole sequence.
2. Proactive management that figures out what's next
Chief analyzes project state, understands what's been completed, what's blocked, and what's ready to start — then proposes the next milestones. You make decisions; Chief drives the pace.
3. Scale agents across your entire portfolio
Dispatch Gemini to some repos, Claude Code or Codex to others, and see all progress in one dashboard. Chief tracks what's in flight everywhere and sequences cross-project dependencies.
4. Mix the right provider for each task
Chief's BYOA model lets you choose the agent per project or per milestone. Use Gemini where it suits the work and keep the rest of your roster for what each agent handles best, all from a single interface.
5. Quality gates between agent output and merge
Chief reviews every completed milestone against its acceptance criteria before marking it done, so more agents doesn't mean more unreviewed output.
Getting started in 5 minutes
- Sign up for Chief — Free plan, no credit card required.
- Install Google's Antigravity CLI (version 1.3.4 or later) and run
agyonce in a terminal to sign in with your Google account. - Connect your coding agents — Chief uses a BYOA model. Bring Gemini alongside Claude Code, Codex, or others.
- Import a project and set a goal — describe what you want accomplished in plain language.
- Approve the plan — Chief proposes milestones with acceptance criteria, dispatches the agents and reviews the output.
FAQ
Is Chief a replacement for the Antigravity CLI?
No. Chief manages coding agents; it doesn't replace them. Gemini does the coding through agy. Chief does the planning, dispatching, and reviewing.
Does Chief use my Google plan or a separate API key?
Your plan. Chief runs agy on your machine under the account you signed in with, so the work counts against that account's usage limits. No API key is needed.
Does Chief see my Google credentials?
No. Chief only runs the agy commands you could run yourself. It never reads the sign-in tokens agy stores or its settings files. Your prompts and code go to Google under the terms you accepted for the Antigravity CLI, the same as when you use it directly.
Can Chief manage Gemini alongside other agents?
Yes. Use Gemini for some tasks and Claude Code, Codex, Qwen Code, OpenCode, or Kimi Code for others — Chief dispatches the right agent for each milestone from a single interface.
Can I still use the Antigravity CLI directly?
Absolutely. Chief manages background agent work — it doesn't take over your terminal. Use agy interactively anytime, and use Chief for the work you want to delegate.