docs: Add Jules.md for AI agent

[rlazo]

The instruction document was generated by Jules and should provide information useful for the agent to work on our repository.

[gemini-code-assist]

Summary of Changes

Hello @rlazo, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a new documentation file, Jules.md, which serves as a comprehensive onboarding guide for an AI agent named Jules, specifically tailored for contributing to the firebase-android-sdk repository. The guide aims to equip the AI agent with necessary information regarding environment setup, testing procedures, API conventions, best practices, and architectural patterns within the project.

Highlights

• New AI Agent Onboarding Guide: A new Markdown file, Jules.md, has been added to provide detailed onboarding instructions for an AI agent working on the firebase-android-sdk project.
• Environment Setup Instructions: The guide includes steps for installing Android SDK command-line tools and required SDK packages, along with configuration for integration tests.
• Testing Procedures: It outlines how to run both unit tests (JVM-based) and integration tests (device/emulator-based), including the requirement for google-services.json.
• API Surface and Best Practices: The document details the use of API annotations (@publicapi, @KeepForSdk, @keep) and covers best practices like code formatting with spotless and dependency management.
• Common Architectural Patterns: Explains the project's dependency injection strategy, highlighting the use of firebase-components for inter-SDK communication and Dagger for internal SDK dependency injection.
• External Dependency Guidelines: Provides clear instructions against adding new external dependencies to maintain the SDKs' lightweight nature.

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[github-actions]

Javadoc Changes:

--- /home/runner/diff/original/reports/problems/problems-report.html	2025-08-29 19:31:22.476342287 +0000
+++ /home/runner/diff/modified/reports/problems/problems-report.html	2025-08-29 19:29:16.632575579 +0000
@@ -650,7 +650,7 @@
 <script type="text/javascript">
 function configurationCacheProblems() { return (
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 // end-report-data
 );}
 </script>

[gemini-code-assist]

Code Review

This pull request adds an onboarding guide for an AI agent, Jules.md. The document is well-structured and provides a good summary of the repository's key aspects. However, I've identified a few areas for improvement to ensure the instructions are complete and accurate. My feedback includes adding crucial instructions for cloning the repository with submodules, correcting the Android SDK setup path, adding a note about NDK requirements, and clarifying some technical descriptions. These changes will make the guide more reliable for the AI agent.

[google-oss-bot]

Size Report ¹

Affected Products

No changes between base commit (87148c9) and merge commit (2382cf8).

Test Logs

• Base (87148c9): https://github.com/firebase/firebase-android-sdk/actions/runs/17215187116
• Merge (2382cf8): https://github.com/firebase/firebase-android-sdk/actions/runs/17268843684

1. https://storage.googleapis.com/firebase-sdk-metric-reports/jsMgKk4FEy.html

[google-oss-bot]

Coverage Report ¹

Affected Products

No changes between base commit (5266671) and merge commit (f174fd4).

Test Logs

• Base (5266671): https://github.com/firebase/firebase-android-sdk/actions/runs/17331033824
• Merge (f174fd4): https://github.com/firebase/firebase-android-sdk/actions/runs/17332506207

1. https://storage.googleapis.com/firebase-sdk-metric-reports/hxwodn6Zdn.html

[google-oss-bot]

Startup Time Report ¹

The report is too large (117,087 chars) to be displayed on GitHub. Please check this report on GCS.

1. https://storage.googleapis.com/firebase-sdk-metric-reports/ajDjadR658/index.html

[ryanwilson]

Overall LGTM - don't block on me for approval :)

[github-actions]

plugins test results

67 tests   64 ✅  1m 27s ⏱️
12 suites   0 💤
12 files     3 ❌

For more details on these failures, see this check.

Results for commit 780f349.

[google-oss-bot]

	1 Warning
⚠️	Did you forget to add a changelog entry? (Add the 'no-changelog' label to the PR to silence this warning.)

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