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mobile-harness achieved a 98.34% mean score on the iOSWorld benchmark!
mobile-harness gives agents like Codex, Claude Code, and OpenClaw better mobile controls, app cards, and persistent memory. Agents can learn from previous runs by reviewing what worked and what didn’t, then updating their cards and memory for future tasks.
For iOSWorld, we used codex with gpt-6-astra / medium and gpt-6-luna / high.
Across 133 tasks, it received 123 full scores and 10 partial scores. Its binary pass rate, which counts only full scores, was 92.48%.
Explore the results and task replays: mobilerun.ai/benchmark/
@droid_run @mobilerun_ai
Rasul Osmanbayli retweeted
Replying to @mobilerun_ai
@mobilerun_ai just dropped MCP integration for Claude, Codex, Grokbot, OpenClaw, Hermes and other MCP clients.
so basically, your AI agent can now use a real phone, straight from the chat.
here's what it can do:
> open and navigate any mobile app
> tap, type and swipe like a human
> run full workflows end to end on real iOS and Android devices
> test your own app on real devices from Claude Code or Codex
Rasul Osmanbayli retweeted
Replying to @venturetwins @omooretweets @descript @TownAI @wabi @instinct @Muse @ExaAILabs @thelinqapp @resend @agentcardhq @bot @OpenAI @instinct_inc @interaction @tomo @nozomioai @hark_labs @wajo_ai @itsdazzleai @thesznai @kickerai @orchid_hq @humansand @try_caddy @boski @meetlucasai @UnderdogAI @AsmiAIOriginal @tryorbits @ohaidotai @GoogleLabs @fambotAI @textdotai @222place
Infra companies mentioned:
Search & data -
1) General search: @ExaAILabs, @tavilyai, @p0, @firecrawl, @perplexity_ai, @brave, @getcontextdev, @KeenableAI
2) Products: @agentcardhq, @channel3_ai, @shopify, @shopsavvy, Firmly
3) Tools: @MonidHQ, @treg_ai, @tool_router, @composio, Need, @apify
4) People: @orbitai, @ploid_ai, @gigi_network
Account access - @composio, @NangoHQ, @TryArcade, @auth0, @1Password, @WorkOS, @pipedream, @scalekitinc, @descopeinc
Computer & phone use -
1) Browser infra: @browserbase, @usekernel, @browser_use, @nottecore, @browserless
2) Phone use: @phoneuse_, @SolidTheAgent, @droid_run, @tapkit, @phone_harness, Phonebox
3) Computer use: @orgo, @e2b, @trycua, @daytonaio, @SimularAI, @tensorlake
4) Human use: @rentahumanx, @getseaworthy
Rasul Osmanbayli retweeted
Give your AI agent a real iPhone in just 30 seconds.
Let it interact with real apps, execute workflows, and get things done. All on a real iPhone in the cloud.
This is the next level of AI agents 🔥
Get yours at @mobilerun_ai
The primary users of the Internet are no longer human. They’re AI agents.
As agents move from answering questions to completing tasks, they’ll increasingly decide which products to use, which services to subscribe to, and where to spend money on our behalf.
a16z's Olivia Moore and Justine Moore on the B2A economy: a16z.news/p/welcome-to-the-b…
Move over, B2B and B2C - the B2A economy is here
Agents are the primary users of the Internet, and soon will be the primary customers for every product
Our thesis @a16z on the massive opportunity here 👇 (cc @venturetwins)
Rasul Osmanbayli retweeted
The agent economy is taking shape.
Proud to see @droid_run (@mobilerun_ai) featured in a16z’s Agent Economy landscape.
Agents won’t just browse the web. They’ll interact with the world through apps. That’s what we’re building for. ⚡️
Companies spent years battling bots. Now they’re fighting for their business.
AI agents are the majority of Web traffic and generate most code pushed to production. Soon, they'll be buying most of what gets sold online.
New piece with @omooretweets on the B2A economy 👇
Rasul Osmanbayli retweeted
Our bet since day one:
don’t wait for every app to ship an API for agents. Give the agent a reliable infra layer to scale phones.
Good to see Phone Use get its own row on the B2A map. That’s us with @mobilerun_ai
Companies spent years battling bots. Now they’re fighting for their business.
AI agents are the majority of Web traffic and generate most code pushed to production. Soon, they'll be buying most of what gets sold online.
New piece with @omooretweets on the B2A economy 👇
Rasul Osmanbayli retweeted
Godbolt-in-a-floating-window for @Neovim (C, C++, Rust).
Source code: github.com/0xdeadf1sh/Assemb…
Rasul Osmanbayli retweeted
Give your AI agent a real iPhone in the cloud...
just prompt it with a task:
> the agent figures out the plan
> executes workflow on a real iPhone
> delivers the final result
works with claude, codex, hermes, grokbot, openclaw, and more.
Rasul Osmanbayli retweeted
Exciting weekend at the @usenaive × @ycombinator Autonomous Companies Hackathon!
Amazing to see so many talented builders pushing the boundaries of what AI agents can do.
Big shoutout to all the participants, the @usenaive team, and everyone who built with Mobilerun.
Sponsors: @OpenAI @OpenRouter @supabase @neondatabase @vercel @stripe @agentmail @tenki @MonidHQ @apify
Rasul Osmanbayli retweeted
Autonomous company hackathon by @usenaive at @ycombinator 🔥
Teams built on @mobilerun_ai all weekend, one captured 50 screens from our Android phones across Reddit, Trustpilot & more
Thanks to all who hacked with us & @megauega
Phones for agents → mobilerun.ai
Rasul Osmanbayli retweeted
🚀Mobilerun just crossed 10k GitHub stars.
Huge thank you to all of you for the support since day one! 🙏
Here are 5 repos for builders who want to automate real phones:
Rasul Osmanbayli retweeted
The next generation of companies will be built and run by teams of AI agents.
We’re building the mobile infrastructure they’ll need. Excited to see what starts this weekend.
We're joining @ycombinator × @usenaive as the Mobile Side Track at the world's first Autonomous Company Hackathon.
Build with the Naïve SDK and put your agents
to work in real mobile apps.
>72h of Android + iOS minutes on Mobilerun.
> iPhones are first come, first served.
> Winners take home annual cloud iPhone packages.
Nov 7–8 · YC office, SF
Pick a business. Ship the agent team that runs it.
Demo it live.
Sponsors: @OpenAI @OpenRouter @supabase @neondatabase @vercel @stripe @agentmail @tenki @MonidHQ @apify
Further details ⬇️
Rasul Osmanbayli retweeted
It’s basically 2027 and there’s not a single app on my phone that can completely control it with LLMs.
@megauega said, “Hold my beer.”
Rasul Osmanbayli retweeted
An autonomous company will eventually run into an app with no API and no useful website. I want to see what people build when that stops being a blocker.
We're giving teams real cloud iPhones and Androids at the Naïve hackathon at YC this weekend.
Curious to see what people build that we haven't thought of ourselves.
We're joining @ycombinator × @usenaive as the Mobile Side Track at the world's first Autonomous Company Hackathon.
Build with the Naïve SDK and put your agents
to work in real mobile apps.
>72h of Android + iOS minutes on Mobilerun.
> iPhones are first come, first served.
> Winners take home annual cloud iPhone packages.
Nov 7–8 · YC office, SF
Pick a business. Ship the agent team that runs it.
Demo it live.
Sponsors: @OpenAI @OpenRouter @supabase @neondatabase @vercel @stripe @agentmail @tenki @MonidHQ @apify
Further details ⬇️
Rasul Osmanbayli retweeted
We are bringing mobile automation to the Naïve hackathon at Y Combinator.
Build agents that interact with real Android and iOS apps.
Join us for the Naive hackathon this weekend at Y Combinator, SF.
Register here 👇
We're joining @ycombinator × @usenaive as the Mobile Side Track at the world's first Autonomous Company Hackathon.
Build with the Naïve SDK and put your agents
to work in real mobile apps.
>72h of Android + iOS minutes on Mobilerun.
> iPhones are first come, first served.
> Winners take home annual cloud iPhone packages.
Nov 7–8 · YC office, SF
Pick a business. Ship the agent team that runs it.
Demo it live.
Sponsors: @OpenAI @OpenRouter @supabase @neondatabase @vercel @stripe @agentmail @tenki @MonidHQ @apify
Further details ⬇️
Rasul Osmanbayli retweeted
We're joining @ycombinator × @usenaive as the Mobile Side Track at the world's first Autonomous Company Hackathon.
Build with the Naïve SDK and put your agents
to work in real mobile apps.
>72h of Android + iOS minutes on Mobilerun.
> iPhones are first come, first served.
> Winners take home annual cloud iPhone packages.
Nov 7–8 · YC office, SF
Pick a business. Ship the agent team that runs it.
Demo it live.
Sponsors: @OpenAI @OpenRouter @supabase @neondatabase @vercel @stripe @agentmail @tenki @MonidHQ @apify
Further details ⬇️
Rasul Osmanbayli retweeted
Under-discussed problem with mobile automation: it doesn't scale past one phone
Now you can run workflows across multiple iPhones at the same time
Or plug in your own iPhone and your agent can control any app on it without any emulator.


















