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A practical, risk-based quality framework for teams shipping faster with AI. This book helps you decide what to validate for each change, which evidence is sufficient to release with confidence, and how to prevent regressions in production without adding bureaucracy. It is written for developers, QA, tech leads, product and project managers, engineering managers, DevOps/SRE, analysts, and stakeholders who want more reliable digital products.
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Title Risk-Driven Quality for the AI-accelerated software delivery lifecycle
A practical, risk-based quality framework for teams shipping faster with AI. This book helps you decide what to validate for each change, which evidence is sufficient to release with confidence, and how to prevent regressions in production without adding bureaucracy. It is written for developers, QA, tech leads, product and project managers, engineering managers, DevOps/SRE, analysts, and stakeholders who want more reliable digital products.
Work type Article
Tags software delivery, software testing, product management, quality assurance, risk management, release management, ai, devops, software quality
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Registry info in Safe Creative
Identifier 2603134919927
Entry date Mar 13, 2026, 9:29 AM UTC
License All rights reserved
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Author 100.00 %. Holder Ignacio Merlan Llorente. Date Mar 13, 2026.
Information available at https://www.safecreative.org/work/2603134919927-risk-driven-quality-for-the-ai-accelerated-software-delivery-lifecycle
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