Free E-Book
Deployment Intelligence
How Engineering Leaders Stop Deploying Blind
Most engineering teams have all the data they need to predict a production incident. They just never aggregate it. This free edition covers the problem in full and walks through every signal category — so you can start connecting the dots before your next deploy.
Community Edition
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"The signals were there. The PR had touched eight files across three modules. The code author had low expertise scores in two of them. Test coverage had declined by 11 points on the changed lines. Every one of these facts was sitting in the team's version control system. None of them had been aggregated. Nobody had connected the dots."
What's included in the Community Edition
- Preface
- Introduction — The Friday Deploy Problem
- Part I (Chapters 1–3) — Why We Deploy Blind
- Part II (Chapters 4–7) — The Signals
About the Community Edition
The Community Edition contains the complete first half of Deployment Intelligence — the full problem framing and the entire signal taxonomy that underpins the scoring model.
You'll get the Preface, Introduction, and all seven chapters across Part I (Why We Deploy Blind) and Part II (The Signals): the research on just-in-time defect prediction, the four incident archetypes, and detailed breakdowns of all 33 validated signals across structural, historical, process, and environmental categories.
The full edition continues with Part III (Building the Score), Part IV (The Culture), Part V (In Practice) — including the 16-week implementation guide, case studies, and business case framework — plus five appendices.