Transform Your Daily Development Workflow with ADK Agents

Ever wished you had a smart colleague who could instantly understand your codebase, help debug issues, automate tedious tasks, and guide you through complex DevOps workflows? ADK Agents is that colleague - an AI-powered DevOps assistant built specifically for developers who want to focus on building great software instead of wrestling with tooling.

🚀 What Makes ADK Agents Special?

Intelligent Codebase Understanding

ADK Agents doesn’t just read your code - it understands it. Using advanced RAG (Retrieval Augmented Generation) technology, it indexes your entire codebase and can:

# Just ask - it knows your code better than documentation
$ adk run agents.devops "How does the authentication system work in this project?"

🤖 Analyzing your codebase...
Found authentication implementations in:
- src/auth/jwt_handler.py (JWT token management)
- middleware/auth_middleware.py (Request validation)
- config/security.py (Security configuration)

The system uses JWT tokens with refresh rotation...

Safe Command Execution with Smart Validation

Forget about accidentally running destructive commands. ADK Agents features:

# It understands intent and suggests safe alternatives
$ adk run agents.devops "I need to reset the database but keep user data"

🤖 I can help you reset the database safely. Instead of a full reset, 
I'll suggest a selective approach:

1. Backup user data: pg_dump --table=users --table=profiles...
2. Drop and recreate non-critical tables
3. Restore user data
4. Update schema versions

Would you like me to proceed with this approach?

Interactive Planning for Complex Tasks

No more jumping blindly into complex deployments or refactoring. ADK Agents provides:

💡 Real Developer Scenarios Where ADK Agents Shines

Scenario 1: Debugging Production Issues

$ adk run agents.devops "API response times are slow, help me investigate"

🤖 Let me analyze your system. I'll check:
✓ Recent code changes affecting performance
✓ Database query patterns and indexes  
✓ Server metrics and resource usage
✓ External service dependencies

Found: Recent change in user_controller.py added N+1 query...
Suggested fix: Add eager loading for user profiles...

Scenario 2: Setting Up CI/CD Pipeline

$ adk run agents.devops "Set up GitHub Actions for this Python project with testing and deployment"

🤖 I'll create a comprehensive CI/CD pipeline:

Plan:
1. Analyze your project structure and dependencies
2. Create workflow for testing (pytest, linting, security scans)
3. Set up staging deployment with approval gates
4. Configure production deployment with rollback
5. Add status badges and notifications

Shall I proceed with this plan?

Scenario 3: Code Review and Optimization

$ adk run agents.devops "Review the recent changes in the payment module"

🤖 Analyzing payment module changes...

✅ Good practices found:
- Proper error handling for payment failures
- Input validation and sanitization

⚠️  Potential improvements:
- Consider adding idempotency keys for payment retries
- Log payment attempts for audit trail
- Add rate limiting for payment endpoints

Would you like me to implement these improvements?

🛠️ Built for Developer Productivity

Rich, Beautiful Output

Context-Aware Token Management

Seamless Integration

🎯 Get Started in Minutes

# Use trunk version with uvx (recommended)
export GOOGLE_API_KEY=YOUR_AI_STUDIO_API_TOKEN
uvx --refresh --from git+https://github.com/BlueCentre/adk-agents.git@main agent run agents.devops.agent

# Install with uv
uv pip install adk-agents

# Or use pip
pip install adk-agents

# Run your first agent
echo "Help me understand this codebase" | uv run agent run agents.devops

# For interactive mode
uv run agent run agents.devops

# For web mode
uv run agent web-packaged --host 0.0.0.0 --session_db_url "sqlite:///sessions.db"

Minimal Configuration

Create a simple .env file:

# Basic setup - just add your API key
GOOGLE_API_KEY=your_key_here

# Advanced users can customize further
GEMINI_THINKING_ENABLE=true
GEMINI_THINKING_INCLUDE_THOUGHTS=true
GEMINI_THINKING_BUDGET=8192

🌟 Why Developers Love ADK Agents

“Finally, an AI tool that actually understands my code context. It’s like having a senior developer available 24/7.” - Sarah, Backend Engineer

“The interactive planning feature saved me from a disastrous database migration. It caught issues I completely missed.” - Mike, DevOps Engineer

“I use it daily for code reviews, deployment planning, and debugging. It’s become indispensable.” - Alex, Full-Stack Developer

🔮 What’s Next?

We’re constantly improving ADK Agents based on developer feedback:

Ready to Transform Your Development Workflow?

ADK Agents is open source and free to use. Try it today and experience what it’s like to have an AI-powered DevOps companion that truly understands your code and workflow.

🔗 Get Started:

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ADK Agents is built on Google’s ADK framework and is part of the Vitruvian Software Open Source initiative. We’re committed to building tools that make developers more productive and software development more enjoyable.