Insights

Writing you can check.

Every number here is traced to a named publication. Where the evidence does not exist, we say so rather than reaching for a statistic that sounds right.

Enterprise

Test evidence for regulated releases

A test run has two readers. One wants to know what broke; the other wants to know the record is true. The regulation that defines evidence most precisely, applied to AI-driven execution.

16 September 2026 · 9 min read
Engineering

How to evaluate self-healing before you trust it

The failure mode a green result hides, four properties of healing you can trust, and a three-change test you can run against any tool in an afternoon — including ours.

16 September 2026 · 8 min read
Guides

What “plain English” actually means in test automation

The phrase covers four different capabilities, and a tool can honestly claim it while delivering only one. Three questions tell you which you are being sold.

16 September 2026 · 7 min read
Economics

What test maintenance actually costs

Maintenance is three different activities budgeted as one. What the research says about each, and a four-number measurement any team can take in a single release.

16 September 2026 · 8 min read
Engineering

Why tests break: a look at locator strategy

Over 70% of web test breakages trace to element locators. The published comparison of locator strategies — including how far the best available strategy actually gets you.

28 August 2026 · 8 min read
Economics

The codeless testing market in 2026

Three credible firms sized this market for the same year and came back 60% apart. What causes the spread, what survives it, and which numbers a buyer should use instead.

28 August 2026 · 7 min read
Guides

Requirements quality and defect prevention

Everyone quotes the 100× figure. The three findings printed next to it are more useful — and they explain why coding agents make specification quality a bigger problem than it was in 2001.

28 August 2026 · 9 min read
Guides

Manual to automated testing: a migration guide

Most automation programs do not fail — they stall somewhere under half coverage while the manual regression bill keeps arriving. What the survey data actually says about that, and a five-step sequence for getting past it.

28 August 2026 · 9 min read

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