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Agentic Code Architectures: Building Modular Subagents for Intelligent Developer Workflows: A Hands-On Guide to Designing Role-Aware, Memory-Driven Multi-Agent Systems for Developers, Testers

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What if your development workflow could manage itself reviewing code, writing documentation, running tests, and coordinating updates all through intelligent subagents that understand your project’s goals?
Agentic Code Architectures is your complete, hands-on guide to building modular, autonomous AI systems that think and collaborate like human teammates. Written for modern developers, QA engineers, and technical writers, this book bridges the gap between theory and applied agentic AI by teaching you how to design, orchestrate, and scale multi-agent systems that act with purpose and context.
You’ll learn how role-based subagents that specialize in coding, testing, documentation, and task management.Implement scoped memory for contextual awareness and persistence.Use structured prompts and tool integration to enable autonomous collaboration.Build orchestrated workflows where subagents plan, execute, and review tasks together.Extend beyond a single model using frameworks like LangGraph and MCP to deploy scalable agentic systems.Inside, you’ll build real-world applications such self-updating markdown summarizer powered by dynamic memory.A repository-aware code reviewer that learns your team’s conventions.An automated QA suite generator for CI/CD pipelines.A documentation refiner that integrates directly with your codebase.This is not a theoretical overview it’s a developer’s blueprint for the next era of intelligent automation.
By the end of this book, you’ll know how to design modular AI teammates that enhance creativity, speed, and code quality transforming how teams write, test, and maintain software.
Agentic Code Architectures shows you how to build not just smarter tools, but a smarter way of building.
Perfect here’s a professional, KDP-ready Table of Contents for your book titled Agentic Code Building Modular AI Subagents That Think, Collaborate, and Evolve with Your Codebase by Emmanuel Gonzalez, along with a complete copyright and disclaimer section suitable for Amazon publication.

141 pages, Kindle Edition

Published October 10, 2025

About the author

Emmanuel González

32 books1 follower

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