Post · Data & extraction
Hard-coded rules moved to Jev
Ilias Ism uses Jev instead of regex in aiseotracker, linkdr and genppt.
Open x.com ↗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

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 →