My Journey
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I built a URL threat detection system from scratch — here's what I learned from v0 to v2 A few months ago I posted here asking for advice and feedback on an early version of a phishing detector I was building. Today I'm sharing v2 — live, deployed, and significantly more powerful than where I started. Here's the journey. Where it started The idea came from a real problem. People around me — friends, family, crypto community members — kept clicking suspicious links and getting scammed. There was…
1Key Takeaways
- I built a URL threat detection system from scratch — here's what I learned from v0 to v2 A few months ago I posted here asking for advice and feedback on an early version of a phishing detector I was building.
- Today I'm sharing v2 — live, deployed, and significantly more powerful than where I started.
- Where it started The idea came from a real problem.
- People around me — friends, family, crypto community members — kept clicking suspicious links and getting scammed.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that i built a URL threat detection system from scratch — here's what I learned from v0 to v2 A few months ago I posted here asking for advice and feedback on an early version of a phishing detector I was building.
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