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    Free Resource · 12 pages · 15 KB PDF

    The AI Agent Architecture Playbook

    Multi-agent systems, orchestration patterns, memory strategies, and a production deployment checklist — with three real case studies from our client work.

    What you get

    • Single agent vs multi-agent — how to pick the right architecture
    • Honest comparison of LangChain, CrewAI, AutoGen (and when to use raw SDK)
    • Memory strategies: short-term, long-term, episodic, working memory patterns
    • 4 orchestration patterns: supervisor-worker, sequential, parallel, debate
    • Production deployment checklist: observability, costs, failure recovery, eval harness
    • 3 real case studies (fintech, healthcare, VC research) with results
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