Scratch
Find vulnerabilities in your code before hackers do
What it does
Scan entire workspaces, fix merge conflicts automatically, squash noisy commits, and validate every file before it reaches main. Scratch combines Gemini-powered vulnerability detection with git automation so you ship secure code faster and with confidence, and reduce AI coding hallucinations with our MCP server.
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Gemini Code HarvesterMar 2026 · getplugzz.com · ▲80Extract & download all Gemini AI code blocks in one click
- IBI built a PR listener and ruleset to detect malicious code in CI/CD2025 · github.com · ▲13
I built a GitHub app that detects it in pull requests, notifies or blocks them. Alongside it, I published a Semgrep ruleset for any stage of the CI/CD. I started this after getting frustrated by all the FUD around malicious code - lots of noise, little effort to solve it. Having said that, it's still a major attack vector - a stored RCE, with the codebase itself as the sink. Feedback is appreciated. The app, PRevent - https://github.com/apiiro/PRevent The ruleset: https://github.com/apiiro/malicious-code-ruleset The research:…
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Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
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Automatic AI-powered code reviews the moment you open a PR
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