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Your AI-generated tests aren't testing your code. They're testing the AI's blind

BACKGROUND
1 SIGNALFIRST DETECTED 4 September 2026
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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

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9 May
The Asymmetry of Change: Why Your Tests Are Looking the Wrong Way

<h2> The Asymmetry of Change: Why Your Tests Are Looking the Wrong Way </h2> <p>A passing build is often treated as a certificate of correctness. In reality, it's a narrow

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18 May
I Caught My AI Agent Hallucinating Revenue (And Built an Observability Layer to Stop It)

<h1> How I Caught My AI Agent Lying to Me (And What It Taught Me About Autonomous Business Systems) </h1> <p>Three weeks ago, my AI agent filed a status report claiming £17.97 in

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9 Apr
What 50+ QA Automation Interviews Taught Me About Flaky Tests

<p>Last month I asked a senior candidate the same question I ask everyone. "Tell me about a flaky test you fixed and how you fixed it."</p> <p>She paused and said, "I just added a

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19 Oct
From Code Writer to Agent Orchestrator: The Evolving Role of Software Developers in 2026

<h2> Introduction: The Moment Manual Coding Became "Optional" </h2> <p>In January 2026, Boris Cherny, head of Claude Code at Anthropic, made a statement that reverberated across

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3 Apr
I'm Paying $200/Month for Claude. Anthropic Quietly Downgraded What I'm Getting.

<h2> What Happened </h2> <p>I pay $200/month for Anthropic's highest individual tier — Max 20x. I use Claude Code (their CLI tool) daily with a team of AI agents for building

REPORT · WHAT · Dev.toOPEN STORY
16 Apr
AI Reviews Your Code. But Who Reviews the AI?

<p>We are starting to trust AI with one of the most important parts of software development: code review.</p> <p>At first, this feels like a natural step. AI writes code, so it

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17 Oct
AI Can Write the Code. Who Verifies It?

<a href="https://news.ycombinator.com/item?id=50133713">Comments</a>

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