Autonomous career agent
About Sugar Glider
Job searching without the boards, the spam, or a keyword circus. Sugar Glider reads your resume, watches the market, and brings back the roles that fit.
Origins & mission
Built to do the searching, and leave the decision with you.
Sugar Glider is a personal recruiter. It keeps scanning, screens new roles into your pipeline, and writes a thorough evaluation for the ones that fit your resume and your search. You get a grade, the gaps, and the materials. You send the application.
The same account works on the website, in the Chrome extension on LinkedIn, and from an AI assistant you approve. Nothing here is shared with employers or recruiters.
- Your dataStays private
- ApplicationsYou send them
- GradesFrom your resume
Autonomous pipeline
Always onA filter for the roles worth your time
Your resume, target roles, locations, pay, and tracked companies set the filter. New postings are screened into the pipeline. The ones that fit can go on for a thorough evaluation, a tailored resume, a cover letter, and an application email.
Same account in the app, Chrome, and MCP
Created, designed, and developed by Joel Kinman
99 The system charter
“I built Sugar Glider because recruiters have access to powerful automated scraping, filtering, and outbound engines while candidates are stuck manually scrolling job boards. It’s time to put recruiter-grade tools directly in the hands of the job seeker.”
Every line of Sugar Glider’s ingestion engine is engineered to bypass middleman markups, eliminate recruiter gatekeeping, and let engineers connect directly with hiring teams on their own terms.
How the search is built
Find roles, screen them, evaluate the ones that fit, and prepare the materials. You decide what to pursue.
01 — The search
Do the legwork
The search runs continuously. Company boards and roles you add are screened into a pipeline, so you are not the one refreshing listings.
Chrome plugin02 — The grade
Fit is personal
Every screen and thorough evaluation is against your resume and the roles, pay, and locations you set. The grade is yours, not a generic template.
AI assistant03 — The builder
Built in Vancouver, BC
One engineer. The website, the Chrome extension, and the MCP server are one account, and the same pipeline.
Write Joel04 — The market
Show the real market
Real postings and honest grades. Sugar Glider prepares the resume, cover letter, and application email. It never submits an application for you.
PrivacyBuilder's terminal
Talk directly with the builder
A note about matching, a bug, or a question about your search. I read these.
Read by the builder
Every note comes to Joel. You can also write support@sugarglider.work.