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Insights on AI-driven development, from getting started to orchestrating the future

Testing in the Age of AI-Generated Code

There's a dangerous idea floating around developer communities: "If AI writes the code, we don't need as many tests."...

Oct 16, 2025 · 7 min read · Testing Best Practices
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AI-Powered Code Review Is Not What You Think

Let's kill a misconception: AI-powered code review doesn't mean you paste your PR into ChatGPT and ask "is this code ...

Oct 09, 2025 · 6 min read · Code Review AI Tools
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Multi-File Context: The Secret Weapon of AI Coding

Here's a scenario every developer hits within the first week of using AI coding tools: you ask it to add a new endpoi...

Oct 01, 2025 · 7 min read · AI Development Techniques
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When AI Gets It Wrong (And What That Teaches You)

Let's get the uncomfortable part out of the way: AI coding tools will confidently generate code that is completely, d...

Sep 24, 2025 · 7 min read · AI Development Best Practices
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The Prompt Mindset: Think Like an AI Coductor

There's an entire cottage industry built on "prompt engineering secrets": YouTube thumbnails with red arrows pointing...

Sep 17, 2025 · 6 min read · Prompt Engineering Mindset
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Choosing Your First AI Coding Tool in 2025

The AI coding tool landscape in 2025 is overwhelming. Every week a new tool launches with claims of "10x developer pr...

Sep 09, 2025 · 8 min read · AI Tools Getting Started
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AI Pair Programming Actually Works ... when you stop fighting it

Most developers try AI pair programming once, get a bad suggestion, and go back to typing everything manually. "It do...

Sep 02, 2025 · 6 min read · AI Development Getting Started
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Context is everything, until it isn't

The most expensive bug in AI coding isn't in your code but in your context. While developers obsess over which model...

Aug 16, 2025 · 7 min read · AI Development Best Practices
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Hello AI World!

Every developer remembers their first Hello World. Maybe it was five lines of C that proved you could make a machine ...

Aug 14, 2025 · 6 min read · AI Development Future
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