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AI Agents in Sync: How CloudX Automates Mobile SDK Integration

Steffan Chartrand and Kainar Kamalov

SDK integration used to take 4–6 hours. Now it takes 15 minutes.

Every mobile ad tech team knows the drill: A new SDK version drops. You spend hours updating dependencies, wiring initialization code, implementing ad formats, debugging build errors, and auditing privacy compliance. Multiply that across every app in your portfolio, every SDK update, every platform.

We just automated all of it.

CloudX built a layered AI agent system that handles integration, testing, and compliance automatically, cutting integration time by ~90%. Publishers get production-ready code in minutes. SDK engineers push updates without breaking documentation. The agents stay perfectly in sync with every API change.

Here's how it works today, and where it's going next.

These agents run inside Claude Code, Anthropic's AI coding CLI. After a one-line install

1bash <(curl -fsSL https://raw.githubusercontent.com/cloudx-io/cloudx-sdk-agents/main/scripts/install.sh)

publishers invoke them directly in the terminal with @agent-cloudx-android-integrator and the agent handles the rest—reading project files, writing code, and validating the integration.

1. Agents That Guide Publishers to Production

We built specialized agents for each platform: Android and Flutter, with iOS coming soon. Each agent understands its platform's build system and integration patterns.

Here's how it works on Android.

Publisher-facing agents live in cloudx-sdk-agents/.claude/agents/android/. Each agent integrates CloudX with automatic fallback to existing ad networks. If CloudX doesn't fill an ad request, the app seamlessly falls back to the publisher's current setup. Zero revenue loss.

Each agent is specialized for a specific step in the integration pipeline:

Example integrator output (Android):

1// CloudX-first with automatic fallback
2// If CloudX doesn't fill, seamlessly falls back to existing mediation
3private fun loadInterstitial() {
4   cloudXInterstitial = CloudX.createInterstitial("level_complete")
5   cloudXInterstitial?.listener = object : CloudXInterstitialListener {
6       override fun onAdLoaded(cloudXAd: CloudXAd) {
7           // CloudX loaded successfully
8       }
9

10       override fun onAdLoadFailed(cloudXError: CloudXError) {
11           // Automatic fallback to existing mediation
12           loadFallbackInterstitial()
13       }
14   }
15   cloudXInterstitial?.load()
16}

The orchestration workflow pairs these agents into a tight integration loop:

1Integrator → Auditor → Build Verifier → Privacy Checker

The entire workflow typically completes in 15–20 minutes, depending on project complexity.

Typical publisher workflow (Android example):

1@agent-cloudx-android-integrator integrate CloudX with mediation fallback
2@agent-cloudx-android-auditor validate the integration
3@agent-cloudx-android-build-verifier build and check for errors
4@agent-cloudx-android-privacy-checker verify compliance

Measured impact:

  • Full integration: 4–6 hours → 15 minutes (93% faster)
  • Build debugging: 30 minutes → 3 minutes
  • Privacy review: 60 minutes → 5 minutes

The same pattern applies across platforms. Flutter agents handle pubspec.yaml and platform channels. Each platform gets the same four-agent workflow tailored to its ecosystem.

2. Zero-Drift Architecture: Automated Agent Sync

Each platform SDK repository includes a sync agent that keeps publisher-facing agents in the cloudx-sdk-agents repo aligned with the actual SDK. The SDK source code and README serve as the source of truth.

When an SDK engineer triggers the sync agent, it:

  1. Reads current SDK state (version, public APIs, code examples)
  2. Compares against the publisher-facing agents
  3. Updates version strings, code examples, and API signatures
  4. Creates a PR for human review

When APIs change, the sync agent propagates those changes automatically—but a human always approves before merging. Future updates will extend this to adapter and network SDK versions, ensuring publishers always get compatible dependency sets.

3. What's Next: MCP-Controlled Monetization

We're connecting this agent mesh to a Model Context Protocol (MCP) control plane so Claude Code or Codex can orchestrate the entire SSP. No dashboard required.

A publisher will soon be able to stay inside the IDE and ask:

1"Create a CloudX app for Puzzle Mania on Android, add a banner on the home screen and an interstitial after level complete, then integrate the SDK with mediation fallback."

Behind that single prompt, MCP will create the app and placements via CloudX SSP APIs (planned cloudx://apps,  cloudx://placements  endpoints), configure line items based on installed adapters, invoke the integrator agent to wire the SDK locally, run build and privacy checks, and trigger test auctions to confirm fill.

Future endpoints (cloudx://auctions, cloudx://debugger) will stream real-time diagnostics, highlight misconfigurations, and allow instant fixes or bid-floor updates, all within the same chat session.

This is the natural extension of our "Monetization as Code" approach: MCP transforms SDK integration into live, conversational workflows. Ultimately, configuration changes will ship as reviewable patches.

The Bottom Line

CloudX's mobile stack now runs on three synchronized layers:

  1. Publisher-facing agents automate integration, validation, builds, and compliance in minutes.
  2. Sync agents ensure every SDK/API change stays reflected across repos.
  3. Upcoming MCP workflows bring monetization configuration directly into the IDE.

Engineers ship SDK updates faster. Publishers integrate safely. And soon the entire monetization lifecycle will live inside one IDE window.

If SDK integration still feels like documentation and dashboards, it's time to let the agents drive.

Get Started

The CloudX AI agents are open source and ready to use.

Try CloudX Agents →

Start with the Android or Flutter integration agents and have production-ready code in minutes.

Steffan Chartrand and Kainar Kamalov•