01
Autonomous multi-board ingestion
Continuously monitors openings across Greenhouse, Lever, Ashby, Workday, and Jobvite, so new executive roles surface without manual searching.
Case study - Open source
YACareerOps.
An open-source autonomous job search engine, from ingestion to interview.
YACareerOps is an open-source autonomous job search engine built by Cask & Hound for candidates pursuing executive roles. It monitors hundreds of applicant tracking systems, filters openings against strict criteria, and verifies every posting with two independent agents before human review. The outcome is a verified, trackable pipeline from ingestion to interview on a real-time dashboard.
5
Applicant tracking platforms ingested
2
Agents verify every posting
0
Hallucinated credentials
1
Real-time pipeline dashboard
01 - Overview
What it is
YACareerOps is an open-source autonomous job search engine. It monitors executive opportunities across hundreds of applicant tracking systems, filters them against strict criteria, and verifies every posting through a dual-agent check before a human ever sees it. A real-time dashboard tracks the whole pipeline from ingestion to interview.
02 - Key features
What it does
Five capabilities that turn a noisy job market into a verified, trackable pipeline.
02
Deterministic qualification filters
Strict, rule-based checks for compensation, geography, and domain fit. The same posting always gets the same answer.
03
Dual-agent verification
Every posting is cross-checked by two independent agents before it reaches human review, catching stale, duplicate, or misread listings.
04
Automated application packages
Tailored resumes and outreach plans built from real experience only, without hallucinated credentials.
05
Real-time command dashboard
Funnel tracking, interview cadence, and market benchmarks in one view, from ingestion to interview.
03 - Technical
How it is built
A Python and Flask service with scheduled cron workers, ATS API integrations, Telegram alerts, and a Chart.js dashboard.
- Python 3.11
- Flask
- BeautifulSoup
- Greenhouse API
- Ashby API
- Lever API
- Cron workers
- Telegram Bot API
- Chart.js
- Tailwind CSS