CalibratedDecisions.

Post · Data & extraction

Hard-coded rules moved to Jev

Ilias Ism uses Jev instead of regex in aiseotracker, linkdr and genppt.

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ILIAS ISM @illyism

Now using @typesafeai Jev in aiseotracker.com, linkdr.com, genppt.com, etc

AI ends up vibe coding so much AI regex slop if you don't read the code, so I can finally move all this hard-coding to Jev and it's insanely fast!

Also for regular LLM

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The decision Jev makes

Keep or drop a row, assign a label, or select one field value at a time.

Where it fits

Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →

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