I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.
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Antigravity is a proprietary fork of VS Code that tightly integrates Google's Gemini 3 models, giving you an edge if you want ...
A new Arcjet SDK lets Python teams embed bot protection, rate limiting, and abuse prevention directly into application code.
PPA constraints need to be paired with real workloads, but they also need to be flexible to account for future changes.