BumbleBee
BumbleBee
Security & privacy-first · Chrome extension
BumbleBee spots job listings as you browse, scores them against your résumé, drafts tailored cover letters and interview prep, and fills the application form for you — then stops and asks before it ever hits submit. Your data never leaves your device.
Senior Frontend Engineer · Acme
A real application from detection to a filled, review-ready form — and BumbleBee never hits submit without you.
BumbleBee lives in the Chrome side panel and works on the page you're already on — no copy-pasting into another tab.
Recognizes listings on 14 platforms — LinkedIn, Greenhouse, Lever, Workday, Indeed, Glassdoor, Ashby, BambooHR, iCIMS, SmartRecruiters, Taleo, ZipRecruiter, Wellfound and Dice — with a native + AI generic fallback for everywhere else.
Instant local keyword & bigram match against your résumé — no API call — with an optional AI-assisted deep score so you know your odds before you apply.
Streamed token-by-token and shaped to the role and your experience, in the tone you choose — editable before you send.
Keep one master résumé or generate a per-job tailored version, then edit it in an auto-saving WYSIWYG editor and export to PDF.
Field-purpose classification with native event dispatch for React/Vue forms, file uploads and multi-step flows (LinkedIn Easy Apply, Workday). It fills — you review and submit.
Every application tracked on a drag-and-drop board with filters and stats — from Applied to Interviewing to Offer.
One-tap company research and a 10-question interview-prep set — behavioral, technical and company-specific — generated for the exact role.
The data-rich side panel and every npm dependency run in an
opaque-origin sandbox with no keys, no database and no
chrome.*. How it works →
Your résumé, PII and application log are AES-GCM encrypted on your device. No telemetry, no tracking, no BumbleBee server.
You stay in control at every step — BumbleBee does the busywork, you make the calls.
Open a job page. A floating overlay confirms BumbleBee recognized the listing and pulls out requirements, stack, salary and seniority.
See an instant ATS match against your résumé and decide whether it's worth your time — before you spend any.
Generate a tailored résumé and a tone-matched cover letter, plus interview prep and company research for the role.
BumbleBee fills the form — then surfaces a review-and-submit confirmation. It never clicks submit on its own.
Pick the brain. BumbleBee runs every model call from the trusted background worker — your key never touches a web page.
Claude API
GitHub Copilot
GitHub Models
Model picker
Context window
Thinking effort
Reasoning models
BumbleBee holds the most sensitive data any extension can — your full résumé, address, phone, email and complete application history — and it processes attacker-controlled job-page content. So it's built to contain untrusted code and keep your data on your device: a layered capability sandbox, encrypted PII, and a human gate before every submission.
Principal Software Engineer at Microsoft
I build AI-powered products — from language learning and autonomous agents to manga creation and travel planning. BumbleBee is my take on an agent that takes the grind out of job hunting while keeping your data yours.