AI Agents in Sync: How CloudX Automates Mobile SDK Integration
Steffan Chartrand and Kainar Kamalov
Historical note: This post describes CloudX SDK Agents v1. Its commands are no longer supported; see the current workflow below.
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. The original system used the installer shown below.
Legacy v1 command — no longer supported. Do not use.
1bash <(curl -fsSL https://raw.githubusercontent.com/cloudx-io/cloudx-sdk-agents/main/scripts/install.sh)
In v1, publishers invoked the agents directly in the terminal with @agent-cloudx-android-integrator, and the agent handled 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:
- cloudx-android-integrator: Adds dependencies, wires
CloudX.initialize, and wraps every format with "CloudX-first, existing-mediation-fallback" logic. - cloudx-android-auditor: Verifies that fallback logic works correctly and all callbacks fire as expected.
- cloudx-android-build-verifier: Runs Gradle, parses errors, and recommends fixes with file-line precision.
- cloudx-android-privacy-checker: Audits GDPR and CCPA handling, validating IAB strings and AndroidManifest.xml requirements.
Historical v1 example — this code may not compile against the current SDK.
1// CloudX-first with automatic fallback2// If CloudX doesn't fill, seamlessly falls back to existing mediation3private fun loadInterstitial() {4 cloudXInterstitial = CloudX.createInterstitial("level_complete")5 cloudXInterstitial?.listener = object : CloudXInterstitialListener {6 override fun onAdLoaded(cloudXAd: CloudXAd) {7 // CloudX loaded successfully8 }910 override fun onAdLoadFailed(cloudXError: CloudXError) {11 // Automatic fallback to existing mediation12 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.
Legacy v1 invocations — no longer supported.
1@agent-cloudx-android-integrator integrate CloudX with mediation fallback2@agent-cloudx-android-auditor validate the integration3@agent-cloudx-android-build-verifier build and check for errors4@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:
- Reads current SDK state (version, public APIs, code examples)
- Compares against the publisher-facing agents
- Updates version strings, code examples, and API signatures
- 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:
- Publisher-facing agents automate integration, validation, builds, and compliance in minutes.
- Sync agents ensure every SDK/API change stays reflected across repos.
- 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.
Original v1 get started
At publication, the CloudX v1 agents were open source and ready to use.
The original workflow started with the Android or Flutter integration agents.
Update: CloudX SDK Agents v2
V2 replaces the four embedded-API sub-agents with one docs-backed workflow that fetches current SDK facts at runtime.
To use the current workflow with Claude Code:
1/plugin marketplace add cloudx-io/cloudx-sdk-agents2/plugin install cloudx@cloudx34integrate CloudX with app key YOUR_APP_KEY
For Codex, Cursor, or another coding agent with web access:
1Follow https://raw.githubusercontent.com/cloudx-io/cloudx-sdk-agents/main/.agents/skills/cloudx-integrate/SKILL.md to integrate the CloudX SDK into this project.