Coverage
The Quiet Automation of Software QualityBy K. Balachander
Length9h 41m
About this audiobook
The machines learned to search for bugs. They never learned to care which ones matter.
Every test suite is a confession. It reveals exactly what a team was afraid of — and, more damningly, what never occurred to them to fear at all.
For decades, software testing was a human negotiation: which of ten thousand input combinations deserved an assertion, which edge case was worth an argument in a planning meeting. Then the machines arrived. Fuzzers that mutate inputs by the billion. Property-based testers that generate cases no engineer would imagine. LLM agents that write, repair, and file their own bug reports. The search space is being conquered faster than almost any other part of software engineering.
But search was never the hard part.
Audiobook details
GenreTechnology
Length9 hrs 41 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
Publish dateAug 6, 2026
LanguageEnglish
Table of contents
1Dedication
2Acknowledgments
3Chapter 1: “The Metric and the Practice”
4Chapter 2: “Therac-25 and the Shape of an Oracle”
5Chapter 3: “Generate and Check: The Property-Based Turn”
Show all chaptersShow less
6Chapter 4: “Fuzzing at Scale”
7Chapter 5: “Mutation Testing and the Test of the Tests”
8Chapter 6: “The Flaky Test Problem”
9Chapter 7: “Knight Capital: Forty-Five Minutes”
10Chapter 8: “The Test Architect’s Real Job”
11Chapter 9: “MCAS and the Scope of the System Under Test”
12Chapter 10: “Model-Based Testing and the Specification Gap”
13Chapter 11: “Autonomous Agents Enter the Suite”
14Chapter 12: “CrowdStrike, July 19, 2024”
15Chapter 13: “Non-Determinism and the Machines That Test Machines”
16Chapter 14: “XZ Utils: The Backdoor in the Test Files”
17Chapter 15: “Regression Suites and the Archaeology of Fear”
18Chapter 16: “Chaos Engineering and Testing in Production”
19Chapter 17: “Accessibility, Localization, and the Tests Nobody Writes”
20Chapter 18: “Security Testing and the Adversarial Oracle”
21Chapter 19: “The Coverage Fallacy Revisited”
22Chapter 20: “What the Machines Actually Won”
23Chapter 21: “Skills, Ladders, and the QA Career After Automation”
24Chapter 22: “Regulation Catches Up”
25Chapter 23: “The Anomaly Nobody Was Paid to Notice”
26Chapter 24: “Coverage, Redefined”
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