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    <title>Testing on Shubham Singh</title>
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      <title>A Spec-Driven Workflow for AI Coding Agents, and the Hook That Enforces It</title>
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      <description>A spec-driven workflow for Claude Code agents: a numbered spec that gets attacked before any code, checks set up before features, three roles with walls between them, a PreToolUse hook that enforces the rules, and injected bugs to grade the tests. Written after running it once and logging every confident mistake.</description>
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      <title>SWE Intern (Linux Foundation Mentorship)</title>
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      <description>Outline Selected as one of 47 mentees globally from thousands of applicants for the Linux Foundation Mentorship program. Worked directly under senior engineers from Huawei and KubeSphere, who are core maintainers of the KubeEdge project. Collaborated closely with maintainers through weekly discussions, providing input on testing strategy and future test development for the project. At the end of the mentorship, was awarded organization membership by KubeEdge in recognition of contributions.</description>
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      <title>Unit testing using Golang - a beginner&#39;s guide</title>
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      <description>A beginners guide to writing unit tests in Golang · Let&amp;#39;s first start with what unit testing is. Unit Testing is a way of testing where the behavior of a...</description>
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