Showcase: ATS Zero-Browser Gateway — Protocol-level scraping for Workday & ATS boards

[ginugokz]

Hi everyone! 👋

I wanted to share ATS Zero-Browser Gateway, an open-source project and Apify Actor designed to solve the headache of scraping modern enterprise applicant tracking systems (Workday, Greenhouse, Lever, Ashby).

Why Avoid Headless Browsers for ATS?

Traditional scrapers spin up Chromium/Playwright to deal with client-side hydration on Workday career portals. This eats 800MB–1.2GB of RAM and takes 45–60s per scrape.

Instead, this project connects straight to the internal JSON/CXS endpoints (e.g. /wday/cxs/{org}/{portal}/jobs):

• Performance: Extracts 40+ jobs with descriptions, HTML, and compensation in 8.9 seconds at 58–70 MB peak RAM (measured 31 Oct 2026).

• Dual-Hash Delta Tracking: Automatically calculates structural & content hashes to emit clean ADDED, REMOVED, or UPDATED lifecycle events.

• MCP & n8n Ready: Exposes an MCP server for AI coding agents (Claude Code, Cursor) and ships with a ready-to-import n8n workflow.

• 💻 GitHub Repo: https://github.com/ginugokz/ats-zero-browser-gateway

• 📦 Apify Store: https://apify.com/ginugokz/ats-zero-browser-gateway

Would love any feedback or thoughts from fellow scrapers!

Edited 17 Oct 2026: SmartRecruiters support was removed because its robots.txt disallows automated access. Supported: Workday, Greenhouse, Lever and Ashby.