Personal project, 2026
SimplifyTrabaho
A Philippine job directory refreshed from employers’ official hiring feeds.
15,000+ active listings in the Oct 2, 2026 data snapshot.
- My role
- Product, data pipeline, and web development
- Built with
- TypeScript, Next.js, GitHub Actions
Jobs from the source
SimplifyTrabaho brings Philippine job listings together from employers’ official applicant-tracking systems. It keeps listing facts and official application links, with filters, saved preferences, and a local application tracker.
The pipeline normalizes thirteen different hiring-system formats into one listing schema. Daily refreshes run through GitHub Actions; inactive listings remain in the data instead of disappearing from its history.
When a source fails
A failed or incomplete fetch does not mark unseen jobs as closed. Source failures remain visible, and stable record IDs keep refreshes from creating duplicates.
Workday receives stricter treatment: robots checks, spaced requests, bounded pagination, and a persistent stop when a source blocks requests. The October 2 snapshot contained 15,262 active listings.