Apply for jobs and turn notes into coding prompts
Commenters describe a Grok Bot that searches and applies for jobs using a supplied resume, and another that rewrites shorthand notes into prompts for Cursor via CLI.
- What they did
- One commenter uses Grok Bot through the Cursor CLI: they link it to their developer docs, send it shorthand notes while away from their desk, and it rewrites those notes into a full prompt before having Cursor start coding. The same commenter says a separate small team of bots handles job hunting by searching for jobs and applying to them after being given their resume, a cover letter, and an FAQ sheet about them.
- How it went
- The thread presents both as active personal automations, but gives no numbers on applications, interviews, hires, code output, or time saved. It also does not spell out the steps inside the job-search bot team or where manual review happens.
- Worth knowing
- The main catch is how little detail the commenter gives: beyond feeding resume materials and linking dev docs, the thread does not document the workflow enough to copy exactly.
Try it yourself with Grok Bot
Search for [job title] roles in [location or remote] posted this week that match the attached resume and these requirements: [salary, industry, must-haves]. For each good match, prepare a tailored cover note and the filled-out application. Pause and show me each application before you submit it, and stop once you've lined up [number] applications for review.
Want help getting this working? Join the Vibe Coding Academy ↗ Run by Alex Finn, who also runs this site.
Source: Reddit · Sep 19, 2026
Related use cases
Keep coding agents running autonomously for long stretches
Cursor's write-up on scaling long-running autonomous coding.
Research and buy online with approval at payment
Grok Bot researches options, prepares orders via Stripe Link and shows a spend request with merchant, total and description before paying; one example covered meal planning and grocery orders.
Send daily AI news research reports
Grok Bot reads X and AI news every few hours, checks sourced figures, and sends five written research reports a day.
Run a solo company with eight agent departments
A founder set up CEO, CFO, COO, lawyer, accountant, marketing, CTO, and improver agents that share memory and consult each other.
Extract purchasing-card receipt data into a report cover sheet
A Duke staff member tested Cowork on a receipt PDF; it crashed partway, though it handled a folder of PDFs and wrote results to an outputs folder.
Run a meeting assistant that handles meetings and summaries
A commenter built a meeting assistant with Lindy that had been running for a week, handling meetings and producing summaries.
Get 5 like this every morning
The best things people got an AI agent to do, each with the prompt to try it.