Armind Hash

Armind Hash

Full Stack Web Developer & Freelancer

About

Freelance dev building custom web applications for startups and small businesses. When I’m not working on client deliverables. I appreciate fast loading sites, clean visual hierarchy, and intuitive UX.

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Gone streaking
Gone streaking

Forums

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1d ago

What's your strategy for getting AI to test actual messy edge cases instead of happy paths?

When you ask an AI to write tests for a complex module it always defaults to the cleanest, most basic inputs. It never thinks about null values, weird timeouts or race conditions unless you hold its hand through every single scenario.

By the time I write out all the strict edge cases myself it almost feels faster than letting the agent do it.

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9d ago

How do you catch silent logic breaks before committing?

Git is a lifesaver but checking massive diffs after every AI prompt gets exhausting real fast. A lot of times the AI introduces subtle bugs that still compile fine, so tests don't catch them immediately.

Writing a quick automated test before asking the AI to add a new feature has saved me so many times because the test instantly fails if it messes up existing code.

Do you rely on unit tests or just manually review every single line in the diff view?

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