Job Hunt OSDemo

Memory and control

Everything lives in your own Postgres. Each expert gets only its own slice. Nothing leaves without your tap.

Who sees what

Router

routing

Reads your message and picks one expert and one action. It answers with a choice, never with content.

Sees
your current messageimage and link flagsthe last 4 turn summariesthe job you are on
Never sees
your profileyour master resumecontactsscores
Models
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B (Nemotron 3 Nano)

Job Fetcher

expert

Turns a screenshot, careers link, pasted post or company name into a scored job lead, and lists what to apply to today.

Sees
Rubric v2.1 (gates A1 to A5 and score bands)Your profileYour preference rulesYour last 10 skip reasonsYour Today list
Never sees
Your master resumeYour contactsYour drafts
Models
nvidia/Nemotron-3.5-Super-VL (screenshots), nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B (lead extraction, triage), nvidia/Nemotron-3-Ultra-550b-a55b (judging, thinking on)
Tools
Tavily Extract (never LinkedIn), Tavily Search (LinkedIn and job aggregators excluded), Public Greenhouse, Lever and Ashby boards, Your jobs and judgments in Postgres

Resume

expert

Tailors a one-page resume to one job. Nemotron Ultra writes it as structured JSON using facts from your master only; code checks every number against the master and renders the PDF.

Sees
your master resumethe one job you asked about (company, title, description)
Never sees
contactspreferencesscoresother jobs
Models
Nemotron Ultra (draft, at most one revision)
Tools
code gates (grounded numbers, bullet rules, header), pdf-lib one-page renderer

Outreach

expert

Finds one real person at the company on a public page (or uses the one you named), proves the quote is on that page in code, then drafts a referral email and a LinkedIn note. Nothing is sent.

Sees
your 5-line outreach summarythe one job (company, title, link, description up to 3,000 characters)known contacts at that companythe person you named, if any
Never sees
your full master resumescoresother jobs
Models
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B (picks candidates, reviews the draft), nvidia/Nemotron-3-Ultra-550b-a55b (writes the draft, at most one redraft)
Tools
Tavily search (LinkedIn excluded), Tavily extract (never LinkedIn)

Daily run

05:00 SGT

Every morning at 05:00 SGT it collects new postings from tracked boards, Nemotron Nano triages them, and Nemotron Ultra re-checks the top ones.

Sees
tracked job boardsnew postingsyour profileyour preference rules
Never sees
your master resumecontactsdrafts
Models
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B (triage), nvidia/Nemotron-3-Ultra-550b-a55b (re-checks the top ones)
Tools
public job board APIs

What is stored

Open jobs
18
Judged jobs
17
Resume versions
4
Contacts
1
Drafts waiting
1
not sent
Master resume
Stored
text never shown here
Active preference rules
2
Model calls today
2
$0.01 of $4.00 daily cap
Model calls total
69
$0.27 of $15.00 total cap

Applications by state

snoozed: 8applied: 2

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