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⚡ AI Lessons
Dev.to · Muhammad Hasan
2w ago
GitHub Advanced Security vs Kolega: why it is already in our repo is not the same as we are covered
GHAS is the one people end up on by default rather than by choice. It is right there in the repo, you...
Dev.to · Muhammad Hasan
2w ago
Semgrep vs Kolega: a great floor, but a floor is not a finish line
Semgrep is the one we get compared to most, and honestly the one we have the most time for, so let me...
Dev.to · Muhammad Hasan
3w ago
Snyk vs Kolega: why pattern matching has a ceiling, and what sits above it
Snyk is the tool you get compared to when you build anything in this space, because it is the...
Dev.to · Muhammad Hasan
3w ago
What actually happens to your code when Kolega.dev reads your repo
If you are even slightly security minded, handing any tool read access to your entire private...
Dev.to · Muhammad Hasan
1mo ago
We built 24 apps with AI. Three platforms. 561 vulnerabilities.
The experiment Most of what's now being built on top of AI gets called vibe coding. Type...
Dev.to · Muhammad Hasan
1mo ago
What "merge-ready" actually requires when an AI writes the security fix
Most code-scanning tools stop at "we found a vulnerability." That's the easy part. The hard part —...
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