samiahmadkhan

9 ms·

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Show HN: VibeDrift – measuring AI coding drift across open source repos(vibedrift.ai)
5 points by samiahmadkhan 3mo ago|1 comments
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VibeDrift now runs inside your coding agent (MCP), and we measured the impact(vibedrift.ai)
2 points by samiahmadkhan 3mo ago|0 comments
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by samiahmadkhan 5mo ago
Never say never, you got it now - https://vibedrift.ai/releases
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by samiahmadkhan 5mo ago
Love some of the amazing feedbacks. I’d want to keep hearing more, with an intent and effort to build a product that actually serves the community instead of just being an abstract. Keep pouring! Thanks
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by samiahmadkhan 5mo ago
CodeRabbit reviews one PR at a time using context from past PRs. VibeDrift scans the entire codebase at once and compares every file against its directory peers. Different question: not “does this PR look good” but “does this file follow th
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by samiahmadkhan 5mo ago
Qodo reviews individual PRs. VibeDrift compares files against each other across your whole codebase. Qodo won’t tell you that the file you’re adding uses raw SQL while 7 sibling files use a repository pattern, it’s looking at the PR in isol
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by samiahmadkhan 5mo ago
Cool project, but not really. From what I can see Allium is preventive, it gives the AI a spec to code against so intent doesn’t get lost. VibeDrift is diagnostic, it analyzes code that already exists and measures where patterns diverged. T
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by samiahmadkhan 5mo ago
Claude Code memory helps the AI remember context within its own sessions. But it’s still one model’s view of what “should” be consistent. VibeDrift doesn’t rely on any AI’s memory or opinion. It looks at the code that actually exists in you
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by samiahmadkhan 5mo ago
That’s an interesting angle. VibeDrift currently focuses on the artifact i.e. the code that actually lands in your repo rather than the LLM output itself. The reasoning is that regardless of why the drift happened (different sessions, diffe
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by samiahmadkhan 5mo ago
This is for multi file codebases written across multiple sessions/prompts. Prompts help guide generation, but they don’t guarantee consistency over time. VibeDrift checks the codebase itself and flags where files contradict each other.
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Show HN: VibeDrift – Measure drift in AI-generated codebases(vibedrift.ai)
5 points by samiahmadkhan 5mo ago|16 comments