<p>Every developer is using AI for coding in 2026. The question is no longer <em>whether</em> to use it — it's <em>which one</em> actually helps you ship faster without
<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
<h1> Build Full-Stack SaaS Apps in 4 Hours With Claude — My Exact Blueprint </h1> <p>Three months ago, I spent 3 weeks building a SaaS dashboard. Last week, I built a more complex
<p>Your Python project has 30% test coverage. Not because testing is hard — because writing tests is tedious. Claude Code changes the economics.</p> <p>These 4 workflows generate
<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
<h2> Introduction </h2> <p>Python's testing tools are lightweight enough that it's easy to write a lot of tests without writing <em>good</em> ones. A suite that mocks every
<p>Both ChatGPT and Claude are capable of writing and explaining code. The real question isn't "can it code?" — it's "which one handles the specific tasks I actually spend time
<p>I have three files in this repo that shell out to something over the network or a subprocess and can fail in interesting ways: <code>publish_devto.py</code>,
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