Learning and careers decision
Groove Hiring
A single technical user can replace Groove Hiring's core ATS features (jobs, forms, candidate tracking) using common frameworks; OpenCATS is a ready prior-art option to self-host instead of rebuilding.
Visit website↗Built by Rohan Gilkes, CFA, who ships 4 products in this index
Not priced
No pricing page we fetched carried a figure, so there is nothing to compare against. The build side is still real.
$100one-off80 h to build
$0/mo6 h/mo upkeep
No published price to break even against.
No open-source build does this yet
Nothing published replaces this one, so a replacement starts from an empty file. Here is what it would have to cover.
What a replacement has to do
- Post jobs, collect applicants via a form or imports, track candidates through a configurable hiring pipeline, share candidate records with teammates and attach notes/documents.
What it still won’t have
- Managed candidate sourcing and sourcing specialists
- Integrated third-party vetting (criminal/identity) unless separately contracted
- Hosted careers page and optional job-broadcasting services unless self-implemented
- Vendor customer support and uptime guarantees
- Any proprietary optimizations or integrations offered by the vendor
What remains hard
- Product polish and ongoing maintenance
First-year cost
No published price
Groove Hiring does not publish a price we could read, so there is nothing to compare against. What building costs is below.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build an open-source minimal applicant tracking system (ATS) with a React frontend, Node.js/Express API, and Postgres database, containerized with Docker and deployable to a single DigitalOcean droplet. Core features in scope: public careers page and per-job posting pages (static SSR or simple CMS), customizable applicant form with file uploads, backend candidate CRUD with search and filters, configurable pipeline stages and UI to move candidates, team account management and basic role permissions, email notifications (use SendGrid or Mailgun), CSV import and basic email ingestion. Out of scope: integrated background/criminal checks, managed candidate sourcing, multi-tenant billing, advanced analytics. Include input validation, error handling, tests for API endpoints, and a README with deploy and backup instructions.
How we checked
How the score was reached
- Partly verdict base52
- 2/2 assessment runs agreed+4
- Evidence score56
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 1
Every page the run actually retrieved.
- official productGroove Hiring - Smart Service To Streamline Your Hiring Process
Integrity checks
What held up, and what did not.
