Dev.to
7/21/2026

Building a Local-Only Chrome Extension That Autofills Job Application Forms
Short summary
A developer built a local-only Chrome extension that autofills job application forms using heuristic field inference, keeping all data in browser storage with no server calls. The post covers Manifest V3 setup, context-gathering from surrounding DOM elements to classify fields, and handling edge cases like split birth-date fields. The approach avoids sending sensitive personal data to third parties, unlike many off-the-shelf autofill tools.
- •Chrome extension autofills job applications with all data stored locally, no server calls
- •Uses heuristic field inference from surrounding DOM context since autocomplete attributes are unreliable
- •Covers MV3 setup, field classification logic, and edge cases like split birth-date fields
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