[{"_1":2,"_68":-5,"_69":-5},"loaderData",{"_3":4,"_38":39,"_66":-5,"_67":-5},"root",{"_5":-5,"_6":-5,"_7":8,"_22":23,"_24":25,"_26":27,"_30":31,"_36":37},"user","shoppingCartId","shoppingCart",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20,"_21":14},"id","no-cart","count",0,"free",true,"updatedAt","","paymentGateway","STRIPE","cartItems",[],"loading","locale","en","readerTheme","light","constants",{"_28":29},"paypalClientId","AX53Cwz8jR6rVVzzZiZNWWXl0dGagi-GZrjG-S3Ua14E5nrKMn7DxDQ730O4R8LusLPp49ALn6aRVaEy","publishers",{"_32":33,"_34":35},"companies",[],"universities",[],"needsLocaleCookieSync",false,"routes/_store+/_readers+/email_author.$slug/route",{"_40":41,"_65":-5},"book",{"_9":42,"_43":44,"_45":46,"_47":48,"_49":50,"_51":52},"Z2lkOi8vbGVhbnB1Yi9TdG9yZTo6Qm9va1Byb2R1Y3QvNzY5NDQ","title","Agentic Automation Blueprint","state","published","contactAuthorMethod","email","aboutText","

How to build autonomous AI agents that actually work in production.

The Agentic Automation Blueprint is a 19-chapter guide to building AI agent systems that go beyond simple prompt chains. Four-layer architecture: Knowledge (persistent memory and entity graphs), Execution (reactive workflows and event-driven automation), Intelligence (LLM routing with automatic fallback), and Chains (domain-specific logic that fires when conditions are met).

11 build phases take you from \"empty project\" to \"self-improving agent system.\" Covers memory architecture, workflow engines, approval queues, multi-agent coordination, evolution loops, and the control mechanisms that keep autonomous systems from going off the rails.

Based on a production system running 41 workflows across 10 domains. Not theory — architecture patterns that are running right now.

","authors",[53],{"_9":54,"_55":56,"_5":57},"Z2lkOi8vbGVhbnB1Yi9TdG9yZTo6UHJvZHVjdEF1dGhvci84MjM0Nw","name","Matt Decker",{"_58":59},"avatar",{"_60":61,"_62":63,"_64":14},"url","https://secure.gravatar.com/avatar/9334f528b1f1c2ffd6a46eb1311d76ec?r=pg&d=mm","styleName","medium","exists","currentUser","routes/_store+/_layout","routes/_store+/_readers+/_layout","actionData","errors"]

Email the Author