Automation2026
Job Search & Direct-Apply Engine
Finds roles, fills the forms, and only pages me when a human is needed
Results
- ✓Applications go out on a schedule instead of in bursts
- ✓I only look at the postings that actually need me
- ✓Every attempt is logged, so nothing is applied to twice
The Situation
- •Every applicant tracking system has its own form, so applying is the same work repeated
- •The useful part of a job search is judgment, not typing
- •Volume matters, but a bad automated application is worse than none
The System
- •Discovery across job boards, queued through a task broker three times a day
- •An ATS detector that works out which system a posting runs on
- •A per-ATS adapter that fills the form the way that system expects
- •An escalation path that pages me when a posting needs a real decision
How it runs
Trigger3 runs a dayQueued via the broker
ActionDiscovers rolesAcross job boards
DecisionWhich ATS?Detector
ActionRoutes to adapterPer-ATS form filler
OutputPages meNeeds a judgment call
OutputFills and submitsLogged per attempt
Stack
PythonPlaywrighttask brokercron
What's Next
- Add adapters as new applicant tracking systems show up
- Feed reply outcomes back into which roles are worth pursuing
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