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guide: code quality checks (#23595)
## Description - Adds guide for AI-powered code quality checks w/ E2B and Docker MCP - Provides a full e2e tutorial to build a code quality check workflow w/ customization options - Adds troubleshooting page ## Related issues or tickets https://docker.atlassian.net/browse/ENGDOCS-3073
This commit is contained in:
Sarah Sanders
@@ -13,7 +13,7 @@
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"no-space-in-code": true,
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"no-space-in-links": true,
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"no-empty-links": true,
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"ol-prefix": {"style": "one_or_ordered"},
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"ol-prefix": false,
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"no-reversed-links": true,
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"reference-links-images": {
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"shortcut_syntax": false
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@@ -4,9 +4,9 @@ summary: Simplify user access while ensuring security and efficiency in Docker.
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description: A guide for managing roles, provisioning users, and optimizing Docker access with tools like SSO and activity logs.
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tags: [admin]
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params:
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featured: true
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featured: false
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time: 20 minutes
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image:
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image:
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resource_links:
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- title: Overview of Administration in Docker
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url: /admin/
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|
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56
content/guides/github-sonarqube-sandbox/_index.md
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56
content/guides/github-sonarqube-sandbox/_index.md
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@@ -0,0 +1,56 @@
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---
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title: How to build an AI-powered code quality workflow with SonarQube and E2B
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linkTitle: Build an AI-powered code quality workflow
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summary: Build AI-powered code quality workflows using E2B sandboxes with Docker's MCP catalog to automate GitHub and SonarQube integration.
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description: Learn how to create E2B sandboxes with MCP servers, analyze code quality with SonarQube, and generate quality-gated pull requests using GitHub—all through natural language interactions with Claude.
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tags: [devops]
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params:
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featured: true
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time: 40 minutes
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image:
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resource_links:
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- title: E2B Documentation
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url: https://e2b.dev/docs
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- title: Docker MCP Catalog
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url: https://hub.docker.com/mcp
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- title: Sandboxes
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url: https://docs.docker.com/ai/mcp-catalog-and-toolkit/sandboxes/
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---
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This guide demonstrates how to build an AI-powered code quality workflow using
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[E2B sandboxes](https://e2b.dev/docs) with Docker’s MCP catalog. You’ll create
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a system that automatically analyzes code quality issues in GitHub repositories
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using SonarQube, then generate pull requests with fixes.
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## What you'll build
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You’ll build a Node.js script that spins up an E2B sandbox, connects GitHub and
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SonarQube MCP servers, and uses Claude Code to analyze code quality and propose
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improvements. The MCP servers are containerized and run as part of the E2B
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sandbox.
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## What you'll learn
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In this guide, you'll learn:
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- How to create E2B sandboxes with multiple MCP servers
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- How to configure GitHub and SonarQube MCP servers for AI workflows
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- How to use Claude Code inside sandboxes to interact with external tools
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- How to build automated code review workflows that create quality-gated
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pull requests
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## Why use E2B sandboxes?
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Running this workflow in E2B sandboes provides several advantages over
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local execution:
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- Security: AI-generated code runs in isolated containers, protecting your
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local environment and credentials
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- Zero setup: No need to install SonarQube, GitHub CLI, or manage dependencies
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locally
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- Scalability: Resource-intensive operations like code scanning run in the
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cloud without consuming local resources
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## Learn more
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Read Docker's blog post: [Docker + E2B: Building the Future of Trusted AI](https://www.docker.com/blog/docker-e2b-building-the-future-of-trusted-ai/).
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181
content/guides/github-sonarqube-sandbox/customize.md
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181
content/guides/github-sonarqube-sandbox/customize.md
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@@ -0,0 +1,181 @@
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---
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title: Customize a code quality check workflow
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linkTitle: Customize workflow
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summary: Adapt your GitHub and SonarQube workflow to focus on specific quality issues, integrate with CI/CD, and set custom thresholds.
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description: Learn how to customize prompts for specific quality issues, filter by file patterns, set quality thresholds, and integrate your workflow with GitHub Actions for automated code quality checks.
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weight: 20
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---
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Now that you understand the basics of automating code quality workflows with
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GitHub and SonarQube in E2B sandboxes, you can customize the workflow
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for your needs.
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## Focus on specific quality issues
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Modify the prompt to prioritize certain issue types:
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{{< tabs group="language" >}}
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{{< tab name="TypeScript" >}}
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```typescript
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const prompt = `Using SonarQube and GitHub MCP tools:
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Focus only on:
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- Security vulnerabilities (CRITICAL priority)
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- Bugs (HIGH priority)
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- Skip code smells for this iteration
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Analyze "${repoPath}" and fix the highest priority issues first.`;
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```
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{{< /tab >}}
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{{< tab name="Python" >}}
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```python
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prompt = f"""Using SonarQube and GitHub MCP tools:
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Focus only on:
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- Security vulnerabilities (CRITICAL priority)
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- Bugs (HIGH priority)
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- Skip code smells for this iteration
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Analyze "{repo_path}" and fix the highest priority issues first."""
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```
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{{< /tab >}}
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{{< /tabs >}}
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## Integrate with CI/CD
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Add this workflow to GitHub Actions to run automatically on pull requests:
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{{< tabs group="language" >}}
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{{< tab name="TypeScript" >}}
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```yaml
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name: Automated quality checks
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on:
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pull_request:
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types: [opened, synchronize]
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jobs:
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quality:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-node@v4
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with:
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node-version: "18"
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- run: npm install
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- run: npx tsx 06-quality-gated-pr.ts
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env:
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E2B_API_KEY: ${{ secrets.E2B_API_KEY }}
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ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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SONARQUBE_TOKEN: ${{ secrets.SONARQUBE_TOKEN }}
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GITHUB_OWNER: ${{ github.repository_owner }}
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GITHUB_REPO: ${{ github.event.repository.name }}
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SONARQUBE_ORG: your-org-key
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```
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{{< /tab >}}
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{{< tab name="Python" >}}
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```yaml
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name: Automated quality checks
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on:
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pull_request:
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types: [opened, synchronize]
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|
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jobs:
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quality:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: "3.8"
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- run: pip install e2b python-dotenv
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- run: python 06_quality_gated_pr.py
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env:
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E2B_API_KEY: ${{ secrets.E2B_API_KEY }}
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ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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SONARQUBE_TOKEN: ${{ secrets.SONARQUBE_TOKEN }}
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GITHUB_OWNER: ${{ github.repository_owner }}
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GITHUB_REPO: ${{ github.event.repository.name }}
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SONARQUBE_ORG: your-org-key
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```
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|
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{{< /tab >}}
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{{< /tabs >}}
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## Filter by file patterns
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Target specific parts of your codebase:
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{{< tabs group="language" >}}
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{{< tab name="TypeScript" >}}
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|
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```typescript
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const prompt = `Analyze code quality but only consider:
|
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- Files in src/**/*.js
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- Exclude test files (*.test.js, *.spec.js)
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- Exclude build artifacts in dist/
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Focus on production code only.`;
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```
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{{< /tab >}}
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{{< tab name="Python" >}}
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|
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```python
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prompt = """Analyze code quality but only consider:
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- Files in src/**/*.js
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- Exclude test files (*.test.js, *.spec.js)
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- Exclude build artifacts in dist/
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Focus on production code only."""
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```
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{{< /tab >}}
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{{< /tabs >}}
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## Set quality thresholds
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Define when PRs should be created:
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{{< tabs group="language" >}}
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{{< tab name="TypeScript" >}}
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```typescript
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const prompt = `Quality gate thresholds:
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- Only create PR if:
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* Bug count decreases by at least 1
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* No new security vulnerabilities introduced
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* Code coverage does not decrease
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* Technical debt reduces by at least 15 minutes
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If changes do not meet these thresholds, explain why and skip PR creation.`;
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```
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{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
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|
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```python
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prompt = """Quality gate thresholds:
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- Only create PR if:
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* Bug count decreases by at least 1
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* No new security vulnerabilities introduced
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* Code coverage does not decrease
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* Technical debt reduces by at least 15 minutes
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|
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If changes do not meet these thresholds, explain why and skip PR creation."""
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```
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|
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{{< /tab >}}
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||||
{{< /tabs >}}
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||||
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## Next steps
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Learn how to troubleshoot common issues.
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348
content/guides/github-sonarqube-sandbox/troubleshoot.md
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348
content/guides/github-sonarqube-sandbox/troubleshoot.md
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@@ -0,0 +1,348 @@
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||||
---
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||||
title: Troubleshoot code quality workflows
|
||||
linkTitle: Troubleshoot
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||||
summary: Resolve common issues with E2B sandboxes, MCP server connections, and GitHub/SonarQube integration.
|
||||
description: Solutions for MCP tools not loading, authentication errors, permission issues, workflow timeouts, and other common problems when building code quality workflows with E2B.
|
||||
weight: 30
|
||||
---
|
||||
|
||||
This page covers common issues you might encounter when building code quality
|
||||
workflows with E2B sandboxes and MCP servers, along with their solutions.
|
||||
|
||||
If you're experiencing problems not covered here, check the
|
||||
[E2B documentation](https://e2b.dev/docs).
|
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## MCP tools not available
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Issue: Claude reports `I don't have any MCP tools available`.
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||||
Solution:
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||||
|
||||
1. Verify you're using the authorization header:
|
||||
|
||||
```plaintext
|
||||
--header "Authorization: Bearer ${mcpToken}"
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||||
```
|
||||
|
||||
2. Check you're waiting for MCP initialization:
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```typescript
|
||||
await new Promise((resolve) => setTimeout(resolve, 1000));
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```python
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await asyncio.sleep(1)
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```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
3. Ensure credentials are in both `envs` and `mcp` configuration:
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|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```typescript
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const sbx = await Sandbox.betaCreate({
|
||||
envs: {
|
||||
ANTHROPIC_API_KEY: process.env.ANTHROPIC_API_KEY!,
|
||||
GITHUB_TOKEN: process.env.GITHUB_TOKEN!,
|
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SONARQUBE_TOKEN: process.env.SONARQUBE_TOKEN!,
|
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},
|
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mcp: {
|
||||
githubOfficial: {
|
||||
githubPersonalAccessToken: process.env.GITHUB_TOKEN!,
|
||||
},
|
||||
sonarqube: {
|
||||
org: process.env.SONARQUBE_ORG!,
|
||||
token: process.env.SONARQUBE_TOKEN!,
|
||||
url: "https://sonarcloud.io",
|
||||
},
|
||||
},
|
||||
});
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```python
|
||||
sbx = await AsyncSandbox.beta_create(
|
||||
envs={
|
||||
"ANTHROPIC_API_KEY": os.getenv("ANTHROPIC_API_KEY"),
|
||||
"GITHUB_TOKEN": os.getenv("GITHUB_TOKEN"),
|
||||
"SONARQUBE_TOKEN": os.getenv("SONARQUBE_TOKEN"),
|
||||
},
|
||||
mcp={
|
||||
"githubOfficial": {
|
||||
"githubPersonalAccessToken": os.getenv("GITHUB_TOKEN"),
|
||||
},
|
||||
"sonarqube": {
|
||||
"org": os.getenv("SONARQUBE_ORG"),
|
||||
"token": os.getenv("SONARQUBE_TOKEN"),
|
||||
"url": "https://sonarcloud.io",
|
||||
},
|
||||
},
|
||||
)
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
4. Verify your API tokens are valid and have proper scopes.
|
||||
|
||||
## GitHub tools work but SonarQube doesn't
|
||||
|
||||
Issue: GitHub MCP tools load but SonarQube tools don't appear.
|
||||
|
||||
Solution: SonarQube MCP server requires GitHub to be configured simultaneously.
|
||||
Always include both servers in your sandbox configuration, even if you're only
|
||||
testing one.
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```typescript
|
||||
// Include both servers even if only using one
|
||||
const sbx = await Sandbox.betaCreate({
|
||||
envs: {
|
||||
ANTHROPIC_API_KEY: process.env.ANTHROPIC_API_KEY!,
|
||||
GITHUB_TOKEN: process.env.GITHUB_TOKEN!,
|
||||
SONARQUBE_TOKEN: process.env.SONARQUBE_TOKEN!,
|
||||
},
|
||||
mcp: {
|
||||
githubOfficial: {
|
||||
githubPersonalAccessToken: process.env.GITHUB_TOKEN!,
|
||||
},
|
||||
sonarqube: {
|
||||
org: process.env.SONARQUBE_ORG!,
|
||||
token: process.env.SONARQUBE_TOKEN!,
|
||||
url: "https://sonarcloud.io",
|
||||
},
|
||||
},
|
||||
});
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```python
|
||||
# Include both servers even if only using one
|
||||
sbx = await AsyncSandbox.beta_create(
|
||||
envs={
|
||||
"ANTHROPIC_API_KEY": os.getenv("ANTHROPIC_API_KEY"),
|
||||
"GITHUB_TOKEN": os.getenv("GITHUB_TOKEN"),
|
||||
"SONARQUBE_TOKEN": os.getenv("SONARQUBE_TOKEN"),
|
||||
},
|
||||
mcp={
|
||||
"githubOfficial": {
|
||||
"githubPersonalAccessToken": os.getenv("GITHUB_TOKEN"),
|
||||
},
|
||||
"sonarqube": {
|
||||
"org": os.getenv("SONARQUBE_ORG"),
|
||||
"token": os.getenv("SONARQUBE_TOKEN"),
|
||||
"url": "https://sonarcloud.io",
|
||||
},
|
||||
},
|
||||
)
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
## Claude can't access private repositories
|
||||
|
||||
Issue: "I don't have access to that repository".
|
||||
|
||||
Solution:
|
||||
|
||||
1. Verify your GitHub token has `repo` scope (not just `public_repo`).
|
||||
2. Test with a public repository first.
|
||||
3. Ensure the repository owner and name are correct in your `.env`:
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```plaintext
|
||||
GITHUB_OWNER=your_github_username
|
||||
GITHUB_REPO=your_repository_name
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```plaintext
|
||||
GITHUB_OWNER=your_github_username
|
||||
GITHUB_REPO=your_repository_name
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
## Workflow times out or runs too long
|
||||
|
||||
Issue: Workflow doesn't complete or Claude credits run out.
|
||||
|
||||
Solutions:
|
||||
|
||||
1. Use `timeoutMs: 0` (TypeScript) or `timeout_ms=0` (Python) for complex workflows to allow unlimited time:
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```typescript
|
||||
await sbx.commands.run(
|
||||
`echo '${prompt}' | claude -p --dangerously-skip-permissions`,
|
||||
{
|
||||
timeoutMs: 0, // No timeout
|
||||
onStdout: console.log,
|
||||
onStderr: console.log,
|
||||
},
|
||||
);
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```python
|
||||
await sbx.commands.run(
|
||||
f"echo '{prompt}' | claude -p --dangerously-skip-permissions",
|
||||
timeout_ms=0, # No timeout
|
||||
on_stdout=print,
|
||||
on_stderr=print,
|
||||
)
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
2. Break complex workflows into smaller, focused tasks.
|
||||
3. Monitor your Anthropic API credit usage.
|
||||
4. Add checkpoints in prompts: "After each step, show progress before continuing".
|
||||
|
||||
## Sandbox cleanup errors
|
||||
|
||||
Issue: Sandboxes aren't being cleaned up properly, leading to resource exhaustion.
|
||||
|
||||
Solution: Always use proper error handling with cleanup in the `finally` block:
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
```typescript
|
||||
async function robustWorkflow() {
|
||||
let sbx: Sandbox | undefined;
|
||||
|
||||
try {
|
||||
sbx = await Sandbox.betaCreate({
|
||||
// ... configuration
|
||||
});
|
||||
|
||||
// ... workflow logic
|
||||
} catch (error) {
|
||||
console.error("Workflow failed:", error);
|
||||
process.exit(1);
|
||||
} finally {
|
||||
if (sbx) {
|
||||
console.log("Cleaning up sandbox...");
|
||||
await sbx.kill();
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
```python
|
||||
async def robust_workflow():
|
||||
sbx = None
|
||||
|
||||
try:
|
||||
sbx = await AsyncSandbox.beta_create(
|
||||
# ... configuration
|
||||
)
|
||||
|
||||
# ... workflow logic
|
||||
|
||||
except Exception as error:
|
||||
print(f"Workflow failed: {error}")
|
||||
sys.exit(1)
|
||||
finally:
|
||||
if sbx:
|
||||
print("Cleaning up sandbox...")
|
||||
await sbx.kill()
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
## Environment variable not loading
|
||||
|
||||
Issue: Script fails with "undefined" or "None" for environment variables.
|
||||
|
||||
Solution:
|
||||
|
||||
{{< tabs group="language" >}}
|
||||
{{< tab name="TypeScript" >}}
|
||||
|
||||
1. Ensure `dotenv` is loaded at the top of your file:
|
||||
|
||||
```typescript
|
||||
import "dotenv/config";
|
||||
```
|
||||
|
||||
2. Verify the `.env` file is in the same directory as your script.
|
||||
|
||||
3. Check variable names match exactly (case-sensitive):
|
||||
|
||||
```typescript
|
||||
// .env file
|
||||
GITHUB_TOKEN = ghp_xxxxx;
|
||||
|
||||
// In code
|
||||
process.env.GITHUB_TOKEN; // Correct
|
||||
process.env.github_token; // Wrong - case doesn't match
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab name="Python" >}}
|
||||
|
||||
1. Ensure `dotenv` is loaded at the top of your file:
|
||||
|
||||
```python
|
||||
from dotenv import load_dotenv
|
||||
load_dotenv()
|
||||
```
|
||||
|
||||
2. Verify the `.env` file is in the same directory as your script.
|
||||
|
||||
3. Check variable names match exactly (case-sensitive):
|
||||
|
||||
```python
|
||||
# .env file
|
||||
GITHUB_TOKEN=ghp_xxxxx
|
||||
|
||||
# In code
|
||||
os.getenv("GITHUB_TOKEN") # ✓ Correct
|
||||
os.getenv("github_token") # ✗ Wrong - case doesn't match
|
||||
```
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabs >}}
|
||||
|
||||
## SonarQube returns empty results
|
||||
|
||||
Issue: SonarQube analysis returns no projects or issues.
|
||||
|
||||
Solution:
|
||||
|
||||
1. Verify your SonarCloud organization key is correct.
|
||||
2. Ensure you have at least one project configured in SonarCloud.
|
||||
3. Check that your SonarQube token has the necessary permissions.
|
||||
4. Confirm your project has been analyzed at least once in SonarCloud.
|
||||
1586
content/guides/github-sonarqube-sandbox/workflow.md
Normal file
1586
content/guides/github-sonarqube-sandbox/workflow.md
Normal file
File diff suppressed because it is too large
Load Diff
@@ -134,14 +134,17 @@
|
||||
"Specific-version",
|
||||
"Svelte",
|
||||
"Testcontainers-Cloud",
|
||||
"TypeScript",
|
||||
"Ubuntu",
|
||||
"Ubuntu/Debian",
|
||||
"Unix-pipe",
|
||||
"Updated-Dockerfile",
|
||||
"Use-Docker-Init",
|
||||
"Use-OpenAI",
|
||||
"Using-Docker-Hardened-Images",
|
||||
"Using-the-CLI",
|
||||
"Using-the-GUI",
|
||||
"Using-the-official-image",
|
||||
"VS-Code",
|
||||
"Vue",
|
||||
"WSL-2-backend-Arm-Early-Access",
|
||||
|
||||
Reference in New Issue
Block a user