job-finder admin

Settings

These numbers price an assist. Change one and product margins on Products move with it — that is the point of keeping them here rather than in code.

Pricing

Worst-case AI cost per assist is built from these. Prices are append-only: adding a new one never rewrites what a past assist cost.

ModelTierActiveEffective fromInput / MtokOutput / MtokSource

Scoring

How far one credit reaches. A credit is the only quantity a user has — a cover letter, a CV review and a scoring batch each cost one — so this number is the same for everybody: changing it changes what a purchase is worth, not what anybody owns. Raise it and each credit scores more jobs, which the margin model then has to cover.

Endpoints

Where the providers are reached. A wrong URL fails on the next call, loudly.

Provider API keys are environment variables (LLM_API_KEY, JEV_API_KEY) and are deliberately not editable here: a key in the database is a key in every backup.

Quality & safety

Payments

Retention

JEV contract read-only

How JEV's answers are interpreted. A wrong value here misreads every score silently, so it is changed in code and reviewed, not from a form.