Attune AI
Multi-Agent Coordination with Persistent and Short-Term Memory
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Attune AI
Multi-Agent Coordination with Persistent and Short-Term Memory
By Patrick Roebuck
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Company with 6+ employees?
Commercial License - $99/dev/yearWhat You'll Learn
Part 1: The Theory
Understand the 5 Levels of AI Empathy and why Level 4 (Anticipatory) represents a paradigm shift in how we build software.
- •From Reactive to Anticipatory intelligence
- •Pattern recognition vs. trajectory prediction
- •Building systems that predict future problems
Part 2: Implementation
Three detailed case studies showing how to build Level 4 systems:
- •Enhanced Testing Wizard: Predict which untested code will cause bugs
- •Performance Profiling Wizard: Forecast performance degradation
- •Security Analysis Wizard: Identify exploitable vulnerabilities
Part 3: Reference
Complete catalog of 20+ wizards with descriptions, use cases, and access to the GitHub repository.
- •3 wizards with deep implementation details
- •17+ additional wizards available via GitHub
- •API reference and integration guides
Who This Book Is For
- ✓Students: Learn cutting-edge AI concepts
- ✓Developers: Build anticipatory systems
- ✓Senior Engineers: Transform your development process
- ✓Tech Leaders: Understand the future of software
Chapter 23: Distributed Memory Networks
Learn how multiple AI agents coordinate through shared pattern libraries, resolve conflicts, and collaborate efficiently. This chapter covers the ConflictResolver, AgentMonitor, and team coordination patterns.
Conflict Resolution
5 strategies for resolving pattern conflicts between agents
Team Monitoring
Track collaboration efficiency and agent performance
Pattern Sharing
Agents learn from each other through shared pattern libraries
What's Inside
Philosophy
Data sovereignty, trust as earned, and the six foundational principles of multi-agent coordination.
Implementation
Step-by-step guides to building short-term memory, agent coordination, and pattern staging.
Practical Patterns
5 production-ready patterns with measurable benefits: 3x faster reviews, 68% auto-resolution.
Frequently Asked Questions
What's included with the book?
The complete book covering multi-agent coordination philosophy, implementation guides, and production-ready patterns. Digital formats (PDF, ePub, Mobi) with lifetime access to updates.
Do I need the book to use the framework?
No. Attune AI is open source and documented online. The book provides deeper coverage of the philosophy, implementation details, and patterns that aren't in the docs.
Who is the book for?
The book is for students, academics, solo developers, and small teams (≤5 employees) who already have free commercial use rights under Apache 2.0. You can use the framework and learn from the book at no additional licensing cost.
What about larger companies?
Companies with 6+ employees need the Commercial License ($99/dev/year) to use the framework. Visit our pricing page for details.
Is the Core Framework free?
Attune AI uses the Apache 2.0 License. It's free for students, educators, and companies of any size. See the license for details.
What format is the book?
Instant digital delivery in PDF, ePub, and Mobi formats. Read on any device. You get lifetime access to all updates to this edition.
Ready to Build Anticipatory AI?
The complete guide to building Level 4 Anticipatory AI systems with multi-agent coordination.
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