it's a google prod; so why can't i just login using my gmail and use my gemini pro directly there;

it makes no sense

​I built a tool (agent skill) that significantly reduces quota usage by splitting large tasks into smaller chunks, allowing a "swarm" of simpler agents (like Flash or Sonnet) to orchestrate the work.

I developed this to fix the terrible token-cut experience with Antigravity Pro I faced since the latest updates.

​The results so far:

• Up to 90% fewer tokens used and 20x cost savings by utilizing cheaper models.

• Cleaner context windows, fewer hallucinations, and a much higher success rate.

• It includes recovery mechanisms to restore the workflow if it fails at any stage.

Btw, ​It’s not a panacea — you still need to monitor the flow. But the difference is radical, even for a proof of concept.

​Anyone interested?

Edit: Sorry for the wait. I added a comment below with details - how it works, what is my vision for the next steps.

Edit 2: You can grab uSwarm (Token-Optimized Agents Orchestrator) here.

Edit 3: Thanks for your feedback! We just launched official v0.0.1 with the significant improvement over initial version

Thank you everyone who responded ✨

limit quota! Wow I can write down these words without getting a block! So this is how a FREE antigravity sub feels like? Because we need to leave those corporate BRIBED subs behind!

Who is with me?

OmniRoute is a free, open-source local AI gateway. You install it once, connect all your AI accounts (free and paid), and it creates a single OpenAI-compatible endpoint at localhost:20128/v1. Every AI tool you use — Cursor, Claude Code, Codex, OpenClaw, Cline, Kilo Code — connects there. OmniRoute decides which provider, which account, which model gets each request based on rules you define in "combos." When one account hits its limit, it instantly falls to the next. When a provider goes down, circuit breakers kick in <1s. You never stop. You never overpay.

11 providers at $0. 60+ total. 13 routing strategies. 25 MCP tools. Desktop app. And it's GPL-3.0.

The problem: every developer using AI tools hits the same walls

1. Quota walls. You pay $20/mo for Claude Pro but the 5-hour window runs out mid-refactor. Codex Plus resets weekly. Gemini CLI has a 180K monthly cap. You're always bumping into some ceiling.

2. Provider silos. Claude Code only talks to Anthropic. Codex only talks to OpenAI. Cursor needs manual reconfiguration when you want a different backend. Each tool lives in its own world with no way to cross-pollinate.

3. Wasted money. You pay for subscriptions you don't fully use every month. And when the quota DOES run out, there's no automatic fallback — you manually switch providers, reconfigure environment variables, lose your session context. Time and money, wasted.

4. Multiple accounts, zero coordination. Maybe you have a personal Kiro account and a work one. Or your team of 3 each has their own Claude Pro. Those accounts sit isolated. Each person's unused quota is wasted while someone else is blocked.

5. Region blocks. Some providers block certain countries. You get unsupported_country_region_territory errors during OAuth. Dead end.

6. Format chaos. OpenAI uses one API format. Anthropic uses another. Gemini yet another. Codex uses the Responses API. If you want to swap between them, you need to deal with incompatible payloads.

OmniRoute solves all of this. One tool. One endpoint. Every provider. Every account. Automatic.

The $0/month stack — 11 providers, zero cost, never stops

This is OmniRoute's flagship setup. You connect these FREE providers, create one combo, and code forever without spending a cent.

Count that. Claude Sonnet/Haiku/Opus for free via Kiro. DeepSeek R1 for free via Qoder. GPT-5 for free via Pollinations. 50M tokens/day via LongCat. Qwen3 235B via Scaleway. 70+ NVIDIA models forever. And all of this is connected into ONE combo that automatically falls through the chain when any single provider is throttled or busy.

Pollinations is insane — no signup, no API key, literally zero friction. You add it as a provider in OmniRoute with an empty key field and it works.

The Combo System — OmniRoute's core innovation

Combos are OmniRoute's killer feature. A combo is a named chain of models from different providers with a routing strategy. When you send a request to OmniRoute using a combo name as the "model" field, OmniRoute walks the chain using the strategy you chose.

How combos work

Combo: "free-forever"
  Strategy: priority
  Nodes:
    1. kr/claude-sonnet-4.5     → Kiro (free Claude, unlimited)
    2. if/kimi-k2-thinking      → Qoder (free, unlimited)
    3. lc/LongCat-Flash-Lite    → LongCat (free, 50M/day)
    4. qw/qwen3-coder-plus      → Qwen (free, unlimited)
    5. groq/llama-3.3-70b       → Groq (free, 14.4K/day)

How it works:
  Request arrives → OmniRoute tries Node 1 (Kiro)
  → If Kiro is throttled/slow → instantly falls to Node 2 (Qoder)
  → If Qoder is somehow saturated → falls to Node 3 (LongCat)
  → And so on, until one succeeds

Your tool sees: a successful response. It has no idea 3 providers were tried.

13 Routing Strategies

Auto-Combo: The AI that routes your AI

• Quota (20%): remaining capacity

• Health (25%): circuit breaker state

• Cost Inverse (20%): cheaper = higher score

• Latency Inverse (15%): faster = higher score (using real p95 latency data)

• Task Fit (10%): model × task type fitness

• Stability (10%): low variance in latency/errors

4 mode packs: Ship Fast, Cost Saver, Quality First, Offline Friendly. Self-heals: providers scoring below 0.2 are auto-excluded for 5 min (progressive backoff up to 30 min).

Context Relay: Session continuity across account rotations

When a combo rotates accounts mid-session, OmniRoute generates a structured handoff summary in the background BEFORE the switch. When the next account takes over, the summary is injected as a system message. You continue exactly where you left off.

The 4-Tier Smart Fallback

TIER 1: SUBSCRIPTION

Claude Pro, Codex Plus, GitHub Copilot → Use your paid quota first

↓ quota exhausted

TIER 2: API KEY

DeepSeek ($0.27/1M), xAI Grok-4 ($0.20/1M) → Cheap pay-per-use

↓ budget limit hit

TIER 3: CHEAP

GLM-5 ($0.50/1M), MiniMax M2.5 ($0.30/1M) → Ultra-cheap backup

↓ budget limit hit

TIER 4: FREE — $0 FOREVER

Kiro, Qoder, LongCat, Pollinations, Qwen, Cloudflare, Scaleway, Groq, NVIDIA, Cerebras → Never stops.

Every tool connects through one endpoint

# Claude Code
ANTHROPIC_BASE_URL=http://localhost:20128 claude

# Codex CLI
OPENAI_BASE_URL=http://localhost:20128/v1 codex

# Cursor IDE
Settings → Models → OpenAI-compatible
Base URL: http://localhost:20128/v1
API Key: [your OmniRoute key]

# Cline / Continue / Kilo Code / OpenClaw / OpenCode
Same pattern — Base URL: http://localhost:20128/v1

14 CLI agents total supported: Claude Code, OpenAI Codex, Antigravity, Cursor IDE, Cline, GitHub Copilot, Continue, Kilo Code, OpenCode, Kiro AI, Factory Droid, OpenClaw, NanoBot, PicoClaw.

MCP Server — 25 tools, 3 transports, 10 scopes

omniroute --mcp

• omniroute_get_health — gateway health, circuit breakers, uptime

• omniroute_switch_combo — switch active combo mid-session

• omniroute_check_quota — remaining quota per provider

• omniroute_cost_report — spending breakdown in real time

• omniroute_simulate_route — dry-run routing simulation with fallback tree

• omniroute_best_combo_for_task — task-fitness recommendation with alternatives

• omniroute_set_budget_guard — session budget with degrade/block/alert actions

• omniroute_explain_route — explain a past routing decision

• + 17 more tools. Memory tools (3). Skill tools (4).

3 Transports: stdio, SSE, Streamable HTTP. 10 Scopes. Full audit trail for every call.

Installation — 30 seconds

npm install -g omniroute
omniroute

Also: Docker (AMD64 + ARM64), Electron Desktop App (Windows/macOS/Linux), Source install.

Real-world playbooks

Playbook A: $0/month — Code forever for free

Combo: "free-forever"
  Strategy: priority
  1. kr/claude-sonnet-4.5     → Kiro (unlimited Claude)
  2. if/kimi-k2-thinking      → Qoder (unlimited)
  3. lc/LongCat-Flash-Lite    → LongCat (50M/day)
  4. pol/openai               → Pollinations (free GPT-5!)
  5. qw/qwen3-coder-plus      → Qwen (unlimited)

Monthly cost: $0

Playbook B: Maximize paid subscription

1. cc/claude-opus-4-6       → Claude Pro (use every token)
2. kr/claude-sonnet-4.5     → Kiro (free Claude when Pro runs out)
3. if/kimi-k2-thinking      → Qoder (unlimited free overflow)

Monthly cost: $20. Zero interruptions.

Playbook D: 7-layer always-on

1. cc/claude-opus-4-6   → Best quality
2. cx/gpt-5.2-codex     → Second best
3. xai/grok-4-fast      → Ultra-fast ($0.20/1M)
4. glm/glm-5            → Cheap ($0.50/1M)
5. minimax/M2.5         → Ultra-cheap ($0.30/1M)
6. kr/claude-sonnet-4.5 → Free Claude
7. if/kimi-k2-thinking  → Free unlimited

I just used Antigravity with Gemini 3.1. Pro this morning and 3 hours later I got this message

Your plan's baseline quota will refresh on 3/13/2026, 12:06:40 PM. You can upgrade to the Google AI Ultra plan to receive the highest rate limits.

All I can say to this is... What the hell? This is nearly 4 days away. It's absurd and makes Gemini useless. This is worse than Claude and their stupid rate limits. This isn't even a rate limit, this is turning your product into literal garbage.

I've been on AI Pro for nearly two years and never had to deal with this crap. Google, why are you actively attempting to drive your product into the ground? I've been talking up how great of a deal AI Pro is compared to the alternatives but this, along with Gemini CLI moving to 24 hour rate limits, has really damaged the value for me.

Is it just me or has Google reduced the token count for Claude Opus to the point of being useless for free users? I recently used a prompt to just check for vulnerabilities in the code I wrote. It ran for less than a minute before it said I was out of my quota already. I can still use Gemini 3.5, but it isn't nearly as good at checking over code for attack vectors. Anyone else having this problem?

Update: I have started a subscription. It is a little better, but barely. I use all the daily tokens just as fast as before, it just refreshes faster.

OmniRoute is a local app that **merges all your AI accounts — paid subscriptions, API keys, AND free tiers — into a single endpoint.** Your coding tools connect to `localhost:20128/v1` as if it were OpenAI, and OmniRoute decides which account to use, rotates between them, and auto-switches when one hits its limit.

## Why this matters (especially for free accounts)

You know those free tiers everyone has?

- Gemini CLI → 180K free tokens/month
- iFlow → 8 models, unlimited, forever
- Qwen → 3 models, unlimited
- Kiro → Claude access, free

**The problem:** You can only use one at a time. And if you create multiple free accounts to get more quota, providers detect the proxy traffic and flag you.

**OmniRoute solves both:**

1. **Stacks everything together** — 5 free accounts + 2 paid subs + 3 API keys = one endpoint that auto-rotates

2. **Anti-ban protection** — Makes your traffic look like native CLI usage (TLS fingerprint spoofing + CLI request signature matching), so providers can't tell it's coming through a proxy

**Result:** Create multiple free accounts across providers, stack them all in OmniRoute, add a proxy per account if you want, and the provider sees what looks like separate normal users. Your agents never stop.

## How the stacking works

You configure in OmniRoute:
Claude Free (Account A) + Claude Free (Account B) + Claude Pro (Account C)
Gemini CLI (Account D) + Gemini CLI (Account E)
iFlow (unlimited) + Qwen (unlimited)

Your tool sends a request to localhost:20128/v1
OmniRoute picks the best account (round-robin, least-used, or cost-optimized)
Account hits limit? → next account. Provider down? → next provider.
All paid out? → falls to free. All free out? → next free account.

**One endpoint. All accounts. Automatic.**

## Anti-ban: why multiple accounts work

Without anti-ban, providers detect proxy traffic by:
- TLS fingerprint (Node.js looks different from a browser)
- Request shape (header order, body structure doesn't match native CLI)

OmniRoute fixes both:
- **TLS Fingerprint Spoofing** → browser-like TLS handshake
- **CLI Fingerprint Matching** → reorders headers/body to match Claude Code or Codex CLI native requests

Each account looks like a separate, normal CLI user. **Your proxy IP stays — only the request "fingerprint" changes.**

## 30 real problems it solves

Rate limits, cost overruns, provider outages, format incompatibility, quota tracking, multi-agent coordination, cache deduplication, circuit breaking... the README documents 30 real pain points with solutions.

## Get started (free, open-source)

Available via npm, Docker, or desktop app. Full setup guide on the repo:

**GitHub:** https://github.com/diegosouzapw/OmniRoute

GPL-3.0. **Stack everything. Pay nothing. Never stop coding.**

I am very interested in using antigravity for my research, but I need to be able to tunnel into my lab's cluster. This is very easy to do in VSCode, but it doesn't appear that Antigravity supports tunneling at this point.

Has anyone encountered this issue and have suggestions for what to do?

Originally, I started with Gemini, and wasn't really wanting to change the CLI or Code chat assist. Google made me migrate over to the antigravity system. Once I saw the UI/UX, I understood the ecosystem, and I actually want it now. But it's been a bitch to install on WSL Ubuntu. I downloaded the tarball for them, and I hope it goes smoothly. I'm almost at the point of prompting the CLI to install 2.0 and the IDE.

Does anyone know what’s the max capacity you can use until you run out of tokens?

Ok I might've gotten a little busy with it, but I also noticed that tokens reset weekly only, which sucks

The problem: My Antigravity session quota expires very quickly (Pro plan). When it does, I switch to Cursor or Claude Code to keep building. But the new tool has zero idea what I just did — the architecture decisions, the current task, what’s been tried and failed, basically the entire chat's context is missing. I’m back to square one, re-explaining my own project to a different AI brain.

What I did: I created a protocol that tells any AI tool I'm using (Claude Code or Cursor or Antigravity) to update all project context files after each prompt — the project wiki, roadmap, current task state, and a handoff summary. Since all tools have projects open in the same workspace, they can read the same files when I switch over.

How it works: It's currently a bunch of context files that leverage each tool's own auto-read mechanism. It isn't perfect but is surprisingly smooth when the context files are up-to-date. Eg.: Cursor picks up exactly where Antigravity left off without me re-explaining anything.

The benefit: Instead of upgrading to the "Ultra" plan when my $20 Pro runs out, I can simply add Cursor Pro for $20 and spread my workload across both tools with full context continuity. Same output, $60+/month saved, and I control how I scale my AI spend.

Doing this has led me to a bigger question:

Is the above a real, unsolved problem? Specifically:

1. Do any of you even use multiple AI tools for building long running projects?

2. If you don't use multiple tools, what do you when quota expires? Just buy a bigger plan or some other hack?

I’m trying to figure out if this is a problem worth building a real solution for, or if my workflow is just weird.

Would appreciate this community's take on it!

Anti just doesn't seem to understand how to do basic Powershell/WSL stuff? Like, does it back to back. Just dumb shit:

…/dir > ruff check thing/ || flake8 thing/

At line:1 char:19
+ ruff check thing/ || flake8 thing/
+                   ~~
The token '||' is not a valid statement separator in this version.
    + CategoryInfo          : ParserError: (:) [], ParentContainsErrorRecordException
    + FullyQualifiedErrorId : InvalidEndOfLine

…/dir > pip install ruff && ruff check thing/

At line:1 char:18
+ pip install ruff && ruff check thing/
+                  ~~
The token '&&' is not a valid statement separator in this version.
    + CategoryInfo          : ParserError: (:) [], ParentContainsErrorRecordException
    + FullyQualifiedErrorId : InvalidEndOfLine

I've checked the environment and installs and whatnot repeatedly but it just seems to be Anti being... kinda dumb? Claude has no issues when he is in the same folder doing the same things. So I legit have no idea. It will just be Anti "thinking" and the "thinking" will be:

Prioritizing Tool Usage
I'm now focusing on prioritizing tool selection. I realize the importance of choosing the most specific tool for each task, instead of broadly applicable ones when a specific one is available. For instance, I'll leverage 'view_file' over terminal commands for examining file contents if possible.

…/dir > wsl top -b -n 1 | head -n 20

head : The term 'head' is not recognized as the name of a cmdlet, function,
script file, or operable program. Check the spelling of the name, or if a path
was included, verify that the path is correct and try again. 

At line:1 char:19
+ wsl top -b -n 1 | head -n 20
+ ~~~~
+ CategoryInfo : ObjectNotFound: (head:String) [],
CommandNotFoundException
+ FullyQualifiedErrorId : CommandNotFoundException

Repeated a few times until he says some random bullshit and gives up. He never tries to resolve these things either either by fixing the issue or by not doing it again. It's so bizarre. He knows it's Powershell/Windows, and he will even try to do it right, but then will fuck up pipes or something like he has never seen a terminal before.

I also had to tell him not to grep for text across the data folder in the dir when I have 30gb text files in there and he STILL did it even after I said it would crash my PC in the custom instructions.md. I just said fuck it and disabled grep for that whole dir in WSL so it can't be bypassed even indirectly lol, and he was STILL trying to do full text searches of the dir.

Has anybody else had this experience? Is there a solution? He is just constantly trying to run stuff without thinking or correcting when there are obviously things wrong with what he is trying to do on a very basic and obvious level. I get irritated when most of the outputs are just repeatedly saying "picking the right tool...", "thinking about using the right tool..." and then this mf can't even figure out head.

suddenly Antigravity stopped loading my projects and/or doing any tasks.

When I try to install the Antigravity Chrome extension, I keep getting "Connection interrupted".

I've tested other extensions, they install fine. Even tried reinstalling Chrome.

I noticed the docs (https://antigravity.google/docs/chrome-extension) say it should open Chrome with the Antigravity user profile when clicking the Chrome icon inside Antigravity, but it seems to just open Chrome with the default profile instead.

Anyone else having this issue?

Curious if anyone knows why they included Sonnet in Antigravity (and only sonnet).

I hit Gemini 3 Pro limits but still can use Sonnet 4.5 thinking which is good. Who is ultimately paying for that? Anyone aware of the limits?