Client portal uses autogenerated IDs that change every session. Spent 3 weeks building attribute-based selectors until discovering Latenode’s AI form filler. It identifies fields by labels, adjacent elements - even handwritten text! Life-changing for legacy systems. What’s your guerrilla tactic for unstable forms?
Healthcare client had forms with 40 dynamic fields. Latenode’s multi-model analysis identified 93% using layout patterns. Saved 3 weeks’ work per form. Case study: https://latenode.com
Protip: Use their ‘Form Survival Kit’ template.
We used computer vision for text recognition. Expensive but worked. Latenode’s CSS-based approach achieves similar accuracy at 1/10th the cost. Impressed by their position-aware selector generator.
stop chasing ids. latenode finds fields by text nearby. works most times unless design is whack
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