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Quick Start

Ready to contribute? Here’s your fastest path to making an impact:

5-Minute Setup

# 1. Fork and clone
git clone https://github.com/YOUR_USERNAME/bifrost.git
cd bifrost

# 2. Install dependencies
go mod download

# 3. Verify setup
go test ./core/...
cd transports && go build -o bifrost-http

# 4. You're ready! 🎉

📋 Contribution Checklist

  • Read the Code Conventions
  • Check existing issues and discussions
  • Write tests for your changes
  • Update documentation if needed
  • Submit PR with clear description

💬 Need Help Contributing?

🔗 Join our Discord for:
  • ❓ Quick questions about contributing
  • 💡 Discuss your contribution ideas
  • 🤝 Get help from maintainers and other contributors
  • 🚀 Real-time support for development setup

Contribution Types

Choose your adventure based on what you’d like to work on:

Core Development

Contribution AreaDifficultyTime EstimateGetting Started
🌐 New ProvidersAdvanced4-8 hoursProvider Guide →
🔌 Plugin DevelopmentIntermediate2-6 hoursPlugin Guide →
🌍 HTTP IntegrationsAdvanced6-12 hoursIntegration Guide →

High-Impact Areas

We’re actively looking for contributions in these areas:

📚 Specialized Contributing Guides

**Provider Development **

Add support for new AI model providers
  • What: Implement OpenAI-compatible provider interfaces
  • Skills: Go programming, API integration, HTTP protocols
  • Examples: Anthropic, Bedrock, Vertex AI implementations
  • Impact: Enable Bifrost users to access new AI models

**Plugin Development **

Create extensible middleware for request/response processing
  • What: Build PreHook/PostHook plugins for custom logic
  • Skills: Go interfaces, middleware patterns, testing
  • Examples: Rate limiting, authentication, caching, monitoring
  • Impact: Add powerful extensibility to Bifrost deployments

HTTP Integration

Build compatibility with existing AI frameworks
  • What: Create OpenAI-compatible HTTP endpoints and adapters
  • Skills: HTTP server development, API design, protocol translation
  • Examples: OpenAI API compatibility, Anthropic integration, custom adapters
  • Impact: Enable seamless migration from existing solutions

Code Conventions

Follow Bifrost’s development standards
  • What: Code style, testing patterns, documentation standards
  • Skills: Go best practices, testing methodologies, documentation
  • Examples: Function naming, error handling, test structure
  • Impact: Maintain code quality and consistency across the project

🐛 Bug Reports

Found a bug? Help us fix it quickly with a detailed report.

🔍 Before Reporting

  1. Search existing issues - Someone might have already reported it
  2. Try the latest version - Bug might already be fixed
  3. Minimal reproduction - Create the smallest possible test case
  4. Gather information - Logs, version, environment details

📝 Bug Report Template

## Bug Description

Brief, clear description of the issue.

## Reproduction Steps

1. Set up Bifrost with [configuration]
2. Make request with [parameters]
3. Observe [unexpected behavior]

## Expected vs Actual

**Expected:** What should happen
**Actual:** What actually happens

## Environment

- Bifrost version:
- Go version:
- OS/Platform:
- Provider:

## Logs

[Include relevant logs with sensitive data removed]
🔗 Submit Bug Report →

💡 Feature Requests

Have an idea for improving Bifrost? We’d love to hear it!

💭 Feature Request Process

  1. Check existing requests - Look through GitHub issues and discussions
  2. Start a discussion - Share your idea in GitHub Discussions
  3. Design collaboration - Work with maintainers on implementation approach
  4. Implementation - Code it up following our guidelines
  5. Review & merge - Get feedback and merge your contribution

🎯 Feature Request Template

## Feature Description

What would you like to see added to Bifrost?

## Problem/Use Case

What problem does this solve? Why is it needed?

## Proposed Solution

How do you envision this working?

## Alternatives Considered

What other approaches could solve this?

## Implementation Ideas

Any thoughts on how this could be built?
🔗 Submit Feature Request →

📝 Documentation

Great documentation makes Bifrost accessible to everyone.

📖 Documentation Types

User Documentation:
  • Getting Started - First-time user experience
  • Configuration - Setup and deployment guides
  • API Reference - Complete function and endpoint documentation
  • Examples - Real-world usage patterns
  • Troubleshooting - Common issues and solutions
Developer Documentation:
  • Architecture - System design and internal workings
  • Contributing - How to contribute effectively
  • Testing - Testing strategies and guidelines
  • Deployment - Production deployment patterns

✍️ Documentation Standards

  • Clear and concise - Easy to understand for target audience
  • Comprehensive examples - Show real working code
  • Up-to-date - Reflect current functionality
  • Well-formatted - Consistent markdown styling with diagrams
  • Searchable - Include relevant keywords and cross-references

🧪 Testing Guidelines

Quality is our top priority. Every contribution should include appropriate tests.

🔬 Test Types

Test CategoryLocationPurposeRun Command
Unit Testscore/Test individual functionsgo test ./core/...
Integration Teststests/core-providers/Test provider integrationsgo test ./tests/core-providers/...
HTTP API Teststests/transports-integrations/Test HTTP endpointspython -m pytest tests/
Plugin Testsplugins/*/Test plugin functionalitygo test ./plugins/...
End-to-End Teststests/Test complete workflowsgo run tests/e2e.go

✅ Testing Checklist

  • Unit tests for new functions
  • Integration tests for provider/plugin changes
  • Error case testing for failure scenarios
  • Performance tests for critical paths
  • Documentation examples actually work

🔄 Pull Request Process

📋 PR Checklist

Before submitting your pull request:
  • Tests pass locally - go test ./...
  • Code formatted - gofmt -w . and goimports -w .
  • Linting clean - golangci-lint run
  • Documentation updated - If adding features or changing APIs
  • Changelog entry - Add to CHANGELOG.md if user-facing change
  • Issue referenced - Link to related GitHub issue

🎯 PR Template

## Description

Brief description of what this PR accomplishes.

## Type of Change

- [ ] Bug fix (non-breaking change)
- [ ] New feature (non-breaking change)
- [ ] Breaking change (fix or feature that changes existing functionality)
- [ ] Documentation update
- [ ] Refactoring (no functional changes)

## Testing

- [ ] Unit tests added/updated
- [ ] Integration tests pass
- [ ] Manual testing completed
- [ ] Performance impact assessed

## Related Issues

Fixes #(issue_number)
Related to #(issue_number)

## Breaking Changes

[If applicable, describe any breaking changes]

## Additional Notes

[Any additional context for reviewers]

👥 Review Process

  1. Automated Checks - CI/CD runs tests, linting, and security scans
  2. Code Review - Maintainers review code quality, design, and documentation
  3. Testing - Additional testing in staging environment if needed
  4. Approval - Two maintainer approvals required for merge
  5. Merge - Squash and merge to main branch with clean commit message

🌟 Recognition & Community

🏆 Contributor Recognition

We value every contribution and recognize contributors:
  • 📋 CONTRIBUTORS.md - All contributors listed
  • 📰 Release Notes - Major contributors highlighted
  • 📊 GitHub - Contributor graphs and statistics
  • 🎖️ Special Recognition - Outstanding contributions featured

💬 Community & Support


🎉 Getting Started Today

Ready to make your first contribution? Here are some great starter issues:

🚀 Next Steps

  1. ⭐ Star the repository - Show your support
  2. 👁️ Watch for updates - Get notified of new releases
  3. 🔀 Fork and clone - Set up your development environment
  4. 📖 Read the guides - Choose your contribution area
  5. 💻 Start coding - Make your first contribution!

Thank you for contributing to Bifrost! 🎉 Every contribution, no matter how small, helps make AI integration easier and more accessible for developers worldwide. Together, we’re building the future of AI infrastructure. Happy coding! 🚀