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{ "item_title" : "Technical Debt in Agentic AI Systems", "item_author" : [" Musarrat Husain "], "item_description" : "As AI systems become more autonomous, dynamic, and deeply embedded in critical infrastructure, a silent threat grows louder-technical debt. But in agentic AI systems, this debt isn't just code rot or bad architecture-it's biased behavior, ethical drift, model decay, and automation that breaks before it bends.This book is your no-fluff, high-depth guide to understanding and managing technical debt in the AI era.Written for AI engineers, product leaders, system architects, and curious technologists, Technical Debt in Agentic AI Systems unpacks: The unique nature of technical debt in agentic and autonomous systemsReal-world breakdowns across healthcare, finance, manufacturing, and gamingThe architecture, data, integration, and automation-driven sources of debtAI-powered frameworks for debt measurement, monitoring, and refactoringPractical mitigation strategies that align business impact with engineering trade-offsFuture trends-from autonomous refactoring to debt-aware generative AI promptsSupported by rich case studies, industry benchmarks, and actionable frameworks, this book offers a structured playbook for staying ahead of the AI curve-without drowning in legacy systems and cascading failures.Whether you're building the next-gen AI platform or managing an enterprise automation portfolio, this refresher will help you shift from reactive firefighting to strategic debt management.Get ready to turn technical debt from a liability into a competitive advantage.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/9/79/831/636/9798316366439_b.jpg", "price_data" : { "retail_price" : "20.99", "online_price" : "20.99", "our_price" : "20.99", "club_price" : "20.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Technical Debt in Agentic AI Systems|Musarrat Husain

Technical Debt in Agentic AI Systems : The Weekend Refresher Course

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Overview

As AI systems become more autonomous, dynamic, and deeply embedded in critical infrastructure, a silent threat grows louder-technical debt. But in agentic AI systems, this debt isn't just code rot or bad architecture-it's biased behavior, ethical drift, model decay, and automation that breaks before it bends.

This book is your no-fluff, high-depth guide to understanding and managing technical debt in the AI era.

Written for AI engineers, product leaders, system architects, and curious technologists, Technical Debt in Agentic AI Systems unpacks:

  • The unique nature of technical debt in agentic and autonomous systems

  • Real-world breakdowns across healthcare, finance, manufacturing, and gaming

  • The architecture, data, integration, and automation-driven sources of debt

  • AI-powered frameworks for debt measurement, monitoring, and refactoring

  • Practical mitigation strategies that align business impact with engineering trade-offs

  • Future trends-from autonomous refactoring to debt-aware generative AI prompts

Supported by rich case studies, industry benchmarks, and actionable frameworks, this book offers a structured playbook for staying ahead of the AI curve-without drowning in legacy systems and cascading failures.

Whether you're building the next-gen AI platform or managing an enterprise automation portfolio, this refresher will help you shift from reactive firefighting to strategic debt management.

Get ready to turn technical debt from a liability into a competitive advantage.

This item is Non-Returnable

Details

  • ISBN-13: 9798316366439
  • ISBN-10: 9798316366439
  • Publisher: Independently Published
  • Publish Date: April 2025
  • Dimensions: 11 x 8.5 x 0.17 inches
  • Shipping Weight: 0.48 pounds
  • Page Count: 84

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