Agentic Workflows with Claude AI: Orchestrating Autonomous Coding Loops to Eradicate Codebase Errors

By Bjorn Halversen

Stop babysitting your AI, start shipping code that fixes itself.

Tired of AI coding assistants that write a few lines, break the build, and leave you debugging the mess? Agentic Workflows with Claude AI shows you how to turn Claude into a true autonomous coding agent-one that plans, writes, tests, diagnoses, and repairs entire systems without constant human hand-holding.
This practical guide walks you through the complete autonomous loop: designing multi-file refactoring plans, making Claude write and run its own test suites, teaching it to read stack traces and eliminate root causes, and keeping complex multi-hour tasks on track. You'll learn how to integrate Claude into GitHub Actions for agentic code reviews, migrate deprecated APIs across monorepos at scale, and apply prompt patterns that guide agent behavior instead of just generating syntax.
Inside you'll discover: How to build self-debugging agents that iterate until the code is cleanTechniques for managing state and memory across long-running coding sessionsStrategies for visualizing agent decision paths when tasks go off the railsClear rules for when to keep the human in the loop-and when to let the agent run freeWhether you're a senior engineer drowning in technical debt or a team lead looking to multiply development velocity, this book gives you a battle-tested system for orchestrating Claude so it eradicates codebase errors instead of creating them.
Start building autonomous coding workflows that actually work.
Your next clean commit is waiting.

• Format: Paperback
• Language: English
• ISBN: B0HGDWX48J
• ISBN13: 9798194735952
• Release Date: August 2026
• Publisher: Independently Published
• Length: 176 Pages
• Weight: 0.70 lbs.
• Dimensions: 0.4" x 7.0" x 10.0"