Career workflow application
CareerKiln
A clearer path from role to application.
A local-first career console for evaluating roles, tracking applications and preparing tailored materials.
Source available
Workflow overview
CareerKiln
- 01Evaluate a role
- 02Prepare your materials
- 03Track the application
The problem
Why we built it.
A job search spreads across role descriptions, application trackers, CV drafts and follow-up notes. Keeping that work connected takes time away from making good applications.
What the application does.
- Evaluate and rank roles, then track their progress in an application pipeline.
- Prepare tailored CVs, cover letters and application answers through guided workflows.
- Run guided application sessions that stop before final submission, leaving that decision to the user.
Engineering evidence
Beyond the interface.
- Go
- React
- TypeScript
- SQLite
- AI workflows
A Go API and job runner connect to a React interface, with SQLite as the runtime source of truth.
Typed task envelopes and job-scoped authorisation structure the model-assisted workflows.
Database postcondition checks verify intended workflow results rather than relying on a successful agent exit alone.
Take a closer look.
A local-first application with public source code. A demo is available by request; configuration and a local runtime are required.
Built on the MIT-licensed Career-Ops project by Santiago Fernández de Valderrama, with further development of the application, infrastructure and workflows.
Talk to us about CareerKilnMore from our portfolio