Live demo
AI Career System
My own job search runs on this pipeline: a vacancy link dropped into Telegram comes back as a tailored cover letter logged to Google Sheets, with zero manual steps in between. Below is a walkthrough of one real run.
A vacancy goes in, a ready cover letter comes out in about 80 seconds. 47 vacancies processed, the letter waits for my approval in Telegram before anything is sent.
▶ Press Run the pipeline and watch a vacancy travel through all five steps.
47
vacancies processed
~80 s
per vacancy, average
100%
pipeline automation
Vacancy received in Telegram
A link is all the system needs
Claude parses the job description
Requirements extracted from the posting
Match against the resume
Skills compared, gaps highlighted
Cover letter generated
Tailored to this exact posting
Logged to Google Sheets
Status, score, and letter in one row
Interface simulation based on real runs. The pipeline itself lives in Claude + n8n + Telegram; the code is public.