Mert Kılıçkaplan

Mert Kılıçkaplan

Vibe Coder | Product Manager

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building WhichNotes an AI workspace for notes, links & ideas trying to make saved things useful again product + growth

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WhichNotes - AI workspace for your notes, links, and ideas

WhichNotes turns scattered notes, links, and ideas into connected knowledge. Instead of just storing information, it helps you understand what you saved by generating summaries, extracting key topics, and linking related notes together in a visual graph. It’s built for people who capture a lot but lose the context later.
Ana

6d ago

How are you dealing with vibe coding security risks in AI-generated code?

I ve been using a lot of AI-generated code lately, and while it definitely speeds things up, security feels like a weak spot.

I ve run into issues like missing auth, exposed endpoints, and weak configs stuff that AI doesn t really flag unless you explicitly ask.

Curious how others are handling this:

  • Do you rely more on manual reviews or tools?

  • Any workflows that consistently catch vulnerabilities?

  • Have you faced any real incidents because of AI-generated code?

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