Engineering

7 min read

Merging duplicates without losing the customer's words

Why we never summarise a request away, and how Cadrell keeps every quote attached to the theme.

Jonah Feld

Staff Engineer

A merged request is only useful if you can still read what each customer said. Summaries lose the detail that makes a good spec.

How merging works

Cadrell compares new messages to open requests using meaning, not keywords, and suggests a match with a confidence score. Above the threshold it merges automatically; below it asks a person.

Keeping the quotes

Every original message stays attached as a quote with its source, account and date. You can split a merge later without losing anything.

Written by

Jonah Feld

Staff Engineer

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