I Built an AI Job Search Pipeline So You Do Not Have To
A few months back, I found myself drowning in the job search grind. Not the coding part, that I could handle. It was the repetitive, soul-sucking admin that got me: tailoring CVs, writing cover letters that nobody reads, tracking applications in a spreadsheet that I pretended was organized.
I got fed up. So I built something to fix it. It started as a little experiment called career-ops-gemini. But the project outgrew its original form. So I rebuilt it from the ground up.
Meet CareerForge. An autonomous, AI-powered job search engine that handles the busy work for you.
What It Actually Does
This is not just another job board scraper. It is a full pipeline that runs on the Antigravity CLI (agy) and takes you from job discovery to a ready-to-submit application in under a minute.
You find a job online. You paste the link. CareerForge does the rest.
It reads the job description and scores your fit from A to F. It rewrites your master resume to mirror the vocabulary of the posting. It generates a beautiful, ATS-optimized, one-page PDF. It logs the application to your pipeline tracker. And it learns from every application, building a knowledge base that makes your next attempt even stronger.
There is a live Kanban dashboard that runs right in your terminal, side by side with the AI. You can see every application, where it stands, and what to do next. No spreadsheets. No tabs.
Why I Care About This
I have spent years in product design. I have seen how bad tooling wastes people's time, and job searching is one of the worst offenders. You are already stressed, already doubting yourself, and then you have to become a full-time application administrator on top of it.
This tool is not going to get you the job. But it will remove the friction that makes the process feel impossible.
The project is role-agnostic. It works whether you are a software engineer, a UX designer, or a sales executive. It does not care about your title. It just wants to know what you are good at, and it adapts.
What It Can Do Now
The command set has grown significantly since the first version:A few months back, I found myself drowning in the job search grind. Not the coding part, that I could handle. It was the repetitive, soul-sucking admin that got me: tailoring CVs, writing cover letters that nobody reads, tracking applications in a spreadsheet that I pretended was organized.
I got fed up. So I built something to fix it. It started as a little experiment called career-ops-gemini. But the project outgrew its original form. So I rebuilt it from the ground up.
Meet CareerForge. An autonomous, AI-powered job search engine that handles the busy work for you.
What It Actually Does
This is not just another job board scraper. It is a full pipeline that runs on the Antigravity CLI (agy) and takes you from job discovery to a ready-to-submit application in under a minute.
You find a job online. You paste the link. CareerForge does the rest.
It reads the job description and scores your fit from A to F. It rewrites your master resume to mirror the vocabulary of the posting. It generates a beautiful, ATS-optimized, one-page PDF. It logs the application to your pipeline tracker. And it learns from every application, building a knowledge base that makes your next attempt even stronger.
There is a live Kanban dashboard that runs right in your terminal, side by side with the AI. You can see every application, where it stands, and what to do next. No spreadsheets. No tabs.
Why I Care About This
I have spent years in product design. I have seen how bad tooling wastes people's time, and job searching is one of the worst offenders. You are already stressed, already doubting yourself, and then you have to become a full-time application administrator on top of it.
This tool is not going to get you the job. But it will remove the friction that makes the process feel impossible.
The project is role-agnostic. It works whether you are a software engineer, a UX designer, or a sales executive. It does not care about your title. It just wants to know what you are good at, and it adapts.
What It Can Do Now
The command set has grown significantly since the first version:
/careerforge:evaluateScore a job offer against your profile/careerforge:pdfGenerate a tailored ATS-ready PDF resume/careerforge:applyLaunch the browser to auto-fill an application/careerforge:scanAutomatically scan job boards for new roles/careerforge:compareCompare multiple offers side by side/careerforge:outreachDraft a personalized message to the hiring manager/careerforge:deepRun a deep-dive research report on a company/careerforge:batchProcess multiple jobs in one go
And there is a hard rule baked into the system: quality over quantity. CareerForge never sprays and prays. It stops right before the submit button so you always have the final say.
Getting Started
Setting it up takes one command. Clone the repo, run the init script, and it installs everything automatically: the Antigravity CLI, all dependencies, and the Go dashboard. On first boot, drop your resume or LinkedIn PDF into the context folder, tell the AI to generate your profile, and you are ready.
It is the setup I wish I had when I was job hunting.
Try It
If you are job searching right now, or know someone who is, this might save them a few hours of their life that they will never get back.
github.com/sparshbajaj/careerforge