Finds the right posts
It looks for automation and agent workflow roles on job boards, company pages and the alerts in my inbox, and drops anything outside what I do before it scores the rest.
Why I built it
A job search is mostly the kind of work I automate for others: checking the same boards every day, sorting mail, typing the same details into one form after another. So I gave that part to an agent.
The time it saves goes into the part a machine shouldn’t do: picking the companies I actually want, fixing drafts that don’t sound like me, and getting ready for the calls. I set the rules for which roles it goes after and who it may write to, every portal application waits for my yes, and your reply comes straight to me.
If you’re hiring someone to automate your team’s work, this is the most honest sample I have: a real problem, a working system, and I use it every day.
Ask my agent
It knows what I’ve built and what I’m looking for. Ask it what a recruiter would ask, or paste a job post to see where I fit.
Hi, I’m Ram’s agent. Ask me about his work, what he’s looking for, or when he can start.
One scan, start to finish
Every two hours during my working day it runs one scan. Most of it is plain Python; the agent does the reading and writing, and it can only use what I’ve written down about myself.
- Job postfrom a board, an alert mail or a company site
- Score0–100 against my rules; below 60 is logged and dropped
- Draftwritten for this role only, from facts about me
- Reviewa second agent checks every line
- Apply and mailit fills the application once I say yes, and mails the hiring address from the post
- Trackerone record per job, so nothing is sent twice
What it does
Writes one draft per role
Posts that score 60 or more get a draft written for that company only. It works from a file of facts about me, and anything the file doesn’t back up is left blank for me to fill.
Gets checked before it leaves
A second agent reads every draft and fails it for a claim it can’t trace, a line that sounds like a template, or a company it didn’t actually name. Most drafts go round two or three times.
Applies for me
Once I say yes on Telegram, it fills the application on the company’s portal or Easy Apply, attaches my resume, and mails the hiring address from the post with the same tailored note.
Handles the job portals
Every scan it checks LinkedIn, Naukri, Indeed and the other boards for new posts, recruiter messages and profile views, and pulls anything that needs me to the top.
Keeps my profiles current
My resume, portfolio and portal profiles all say the same thing. When something goes stale it fixes it, and it refreshes Naukri every week so the profile doesn’t sink.
Reads the news
Once a day it writes me a short digest on agents, automation hiring and the tools I use. If something big lands, I hear about it the same day.
Keeps me in the loop
After every scan I get a short update on Telegram: mail, applications, new jobs, news. Replies and interview invites come with a button that opens the mail, and everything lands in one tracker, so nothing gets applied to twice.
What it’s built with
Nothing runs in the cloud. It lives in an LLM session on my laptop and stops when I close it at night.
- Python
- IMAP / SMTP
- SQLite tracker
- Telegram Bot API
- Chrome for job boards
- Written briefs and rules
- Reviewer agent
- Human sign-off
If it wrote to you
The mail came from my own inbox, and your reply comes straight to me. I read every one myself. If you’d like to talk about the role, or about building something like this for your team, just reply.