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We stopped leaving GitHub to debug test failures. Here's how.

BACKGROUND
2 SIGNALSFIRST DETECTED 1 May 2026
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24 Mar
AI Writes Code. You Own Quality.

<p>The more I use AI tools like Claude Code, the clearer it becomes: engineering skills are what make AI output worth shipping.</p> <p>AI makes writing code faster. But shipping

REPORT · WHAT · Dev.toOPEN STORY
21 Mar
Why Separating QA Code from Dev Code in Your Monorepo is a Game-Changer for E2E Testing

<h1> Why Separating QA Code from Dev Code in Your Monorepo is a Game-Changer for E2E Testing. </h1> <h2> The Pain Is Real </h2> <p>Friday, 2 PM. Your team just ran 500 E2E tests.

REPORT · WHAT · Dev.toOPEN STORY
22 Apr
How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It

<h1> How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It </h1> <p>My team was drowning. Every pull request meant 20-30 minutes

REPORT · HOW · Dev.toOPEN STORY
30 Jun
Choosing a Testing Orchestration Tool: A Loyalty-Discount Module Tested Across GitHub Actions, GitLab CI/CD, Jenkins, and CircleCI

<h2> Abstract </h2> <p>Picking a CI tool is often treated as a branding decision, when it should be an engineering one. This article compares <strong>GitHub Actions</strong>,

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15 Oct
AI-Generated Tests Can Agree With the Bug

<p>An AI coding agent implements a feature, generates tests, runs them, and opens a pull request with a green build.</p> <p>That looks like independent verification. It often is

REPORT · HOW · Dev.toOPEN STORY
23 Jun
We Caught 90% More AI Memory Bugs Using Playwright E2E Tests

<p>At 1 a.m., the user group chat exploded: "I just spent half an hour discussing project details with the AI, and then it asked 'Who are you?'—all my previous words were wasted."

REPORT · WHO · Dev.toOPEN STORY
29 Mar
We Got Called Out for Writing AI Success Theatre — Here's What We're Changing

<h1> We Got Called Out for Writing AI Success Theatre — Here's What We're Changing </h1> <p>A developer read our <a

REPORT · WHEN · Dev.toOPEN STORY
12 Jun
Never Fix a Bug Without Proof: The @test-engineer Prove-It Pattern

<p>Let me describe a scene you've lived.</p> <p>A bug report lands. "The completed tasks are still showing up in the active list." You look at the code, spot something that looks

REPORT · WHAT · Dev.toOPEN STORY
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