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AI Book Club: Context Engineering for Multi-Agent Systems

Event artwork for AI Book Club: Context Engineering for Multi-Agent Systems

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About this event

What to expect

Understanding how to make AI agents work together reliably is one of the biggest challenges facing developers today. This online AI Book Club session focuses on "Context Engineering for Multi-Agent Systems" by Denis Rothman, offering a deep dive into building production-ready, multi-agent architectures that go beyond simple prompts.

Published in November 2025, this cutting-edge book introduces the Context Engine — a transparent, orchestrated system that transforms unpredictable generative AI into reliable, verifiable solutions. Rather than relying on brittle prompt engineering, you'll explore semantic blueprints that precisely map goals and agent roles, then coordinate specialized agents using the Model Context Protocol.

What We'll Discuss

The book covers essential topics for anyone building serious AI systems:

  • From Prompts to Context: Moving beyond simple instructions to semantic blueprints that define AI behaviour with precision
  • Multi-Agent Orchestration: Building coordinated agent systems with the Model Context Protocol
  • Context-Aware Architecture: Designing agents that maintain coherent understanding across interactions
  • Production Hardening: Implementing safeguards against data poisoning, prompt injection, and policy violations
  • High-Fidelity RAG: NASA-inspired research assistant patterns with proper citation and retrieval
  • Domain Independence: Adapting the same architecture across legal compliance, marketing, and other domains
  • Real-World Constraints: Handling moderation, latency, and policy-driven AI in production environments

Format & Community

This is a casual, discussion-based meetup — not a structured presentation. The conversation often flows naturally, sometimes drifting beyond the chapters, but everyone's welcome to steer it back on topic. You don't need to have read the book to participate; the group encourages questions and learning together.

Between sessions, join ongoing discussions in the Flyte MLOps Slack community's "ai-reading-club" channel, where members share insights and debate concepts throughout the reading week.

Who Should Attend

This session suits developers working with ChatGPT, Claude, or other LLM platforms who want to build more sophisticated agent systems. Whether you're prototyping with tools like Cursor or Replit, deploying on Vercel or [Railway](/too

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