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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Why your bulk DELETE on Supabase is wrong before you run it (count drift in 30 min)

    A developer has created a tool to prevent accidental data loss when performing bulk DELETE or UPDATE operations on live databases. The tool, integrated as a PreToolUse hook for the Claude Code tag, requires an explicit timestamp marker for such operations. This marker ensures that the data count used for the operation is recent, blocking mutations if the count is older than 30 minutes or if more than 5% of the data has changed since the initial probe. This system aims to enforce discipline by introducing friction, preventing developers from unknowingly operating on outdated data. AI

    IMPACT Introduces a safety mechanism for AI-assisted database operations, reducing the risk of accidental data loss.