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Igor Ganapolsky
Igor Ganapolsky

Posted on • Originally published at igorganapolsky.github.io

Win: security: override vulnerable transitive npm deps

Something worked: security: override vulnerable transitive npm deps (systeminformation, cookie).

What happened: security: override vulnerable transitive npm deps (systeminformation, cookie);fix(rlhf): exclude undo-revert from metrics + publish blog post;chore: Sync dashboard data [auto];

After 110 feedback signals, the system's success rate sits at 50%. Each positive signal reinforces what's working.

Architecture

Thompson Sampling: how the system learns from feedback (PaperBanana)
Thompson Sampling: how the system learns from feedback (PaperBanana)

Current state: 63 positive / 47 negative = 50% success rate after 110 signals.

Technical Details

Recent commits:

  • security: override vulnerable transitive npm deps (systeminformation, cookie)
  • fix(rlhf): exclude undo-revert from metrics + publish blog post
  • chore: Sync dashboard data [auto]
  • chore: Sync Alpaca state [auto]
  • chore: publish alpaca snapshots (automated)

Thompson Sampling state: alpha=1, beta=1 (Beta-Bernoulli, 30-day decay).


Building in public. 110 feedback signals and counting.

Source Code | Live Dashboard

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