Attune AI v4.4.0: Native Agent Orchestration for Claude Code

Attune AI v4.4.0 is here with native agent orchestration designed specifically for Claude Code users.

What's New in v4.4.0

Native Composition Patterns

We've replaced external dependencies with 6 built-in composition patterns:

• Sequential - Tasks executed in order (A then B then C)
• Parallel - Independent tasks run simultaneously
• Debate - Multiple perspectives synthesized into consensus
• Teaching - Cost-effective generation with expert validation
• Refinement - Iterative improvement through draft/review cycles
• Adaptive - Smart routing based on task complexity

No CrewAI. No LangGraph. Just native Python patterns that work out of the box.

10 Smart Wizards

Production-ready wizards for software development:

Wizard	Domain	Description
security-audit	Security	Vulnerability scanning, injection risks, compliance
code-review	Quality	Best practices, maintainability, bug detection
bug-predict	Debugging	Pattern-based bug prediction
perf-audit	Performance	Bottleneck identification, optimization
refactor-plan	Architecture	Safe refactoring strategies
test-gen	Testing	Test case generation, coverage improvement
doc-gen	Documentation	API docs, READMEs, guides
dependency-check	Dependencies	Vulnerability and license auditing
release-prep	Release	Pre-release quality gates
research	Research	Information synthesis

14 Integrated Workflows

10 base workflows plus 4 new meta-workflows:

• release-prep - Automated release preparation with health checks
• test-coverage-boost - Intelligent test generation to hit coverage targets
• test-maintenance - Keep tests healthy and relevant
• manage-docs - Documentation quality management

Claude Code Integration

Agent and team creation features require Claude Code. This includes:

• Socratic agent builder (guided agent creation)
• Dynamic agent composition
• Custom team orchestration
• Real-time agent spawning

Core workflows work with any provider (OpenAI, Gemini, Ollama), but the agent creation magic requires Claude.

Getting Started

# Install
pip install attune-ai

# Run a wizard
attune workflow run security-audit

# Run with context
attune workflow run test-gen --input '{"path": "./src"}'

# Check project health
attune workflow run release-prep

Why Native Patterns?

1. Zero Dependencies - No pip install of external frameworks
2. Faster Startup - No heavy framework initialization
3. Better Debugging - Clear Python stack traces
4. Full Control - Customize patterns without fighting abstractions

Upgrade from v4.3

pip install --upgrade attune-ai

If you were using CrewAI integration, see our migration guide for the native pattern equivalents.

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Questions? Join the discussion on GitHub.