How I run real builds from my AI coding agent (compile, auto-fix APK) without CI YAML

#mcp #devops #ai #cloud

I use AI coding agents (Claude, Cursor, ChatGPT) to write code all day now. But the moment the code leaves the chat, the babysitting starts: copy files into a CI dashboard, watch a queue I can't influence, read a red log, guess the fix, retry, wait again. The agent writes the app in 5 minutes; the shipping burns the evening.

So I built something to kill that loop: Roun — an agent-native cloud build service. One request from your agent or the web, a real build runs on an isolated cloud runner, failures get repaired automatically, and the artifact (logs, binaries, APKs) comes back to you.

The whole loop in one sentence

Request → cloud build (compile + AI auto-fix) → result.

No runners to install, no CI YAML to babysit, no local toolchain to maintain. The agent stays in the loop while the work happens somewhere else.

It speaks MCP, so your agent already knows how

Roun runs a remote MCP server. Point your coding agent at it once:

{
  "mcp": {
    "codebridge": {
      "type": "remote",
      "url": "https://api.roun.sryze.cc/api/mcp",
      "headers": { "Authorization": "Bearer YOUR_KEY" }
    }
  }
}

Then inside the chat you just say "compile my attached files" (or compile_fix to auto-repair errors). ChatGPT, Claude, Cursor and any other MCP client read the same config shape.

Real toolchains, not a simulator

The isolated runners execute actual commands: npm run build, go build, cargo, pytest, gradle assembleDebug — Python, Node, Go, Rust, Java, C++, Swift, PHP and more. When the build fails, Roun reads the error context, patches the source and retries up to three times before giving up.

Coins are estimated up front, held, then charged against the real output — you don't pay for guesswork. The free plan includes 10,000 coins and no card is required.

Bonus: Game Studio

Same account also has a Game Studio: describe a game in one sentence ("neon snake"), and you get a playable single-file HTML5 build right in the browser.

Try it

Website: roun.sryze.cc
MCP endpoint: https://api.roun.sryze.cc/api/mcp
Setup guide: roun.sryze.cc/docs

If you test it, tell me which toolchain you connected first — I'm curious what people point their agents at.

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