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What is byojb?

maxhniebergall/byojb — explained in plain English

Analysis updated 2026-05-18

1JavaScriptAudience · developerComplexity · 3/5Setup · moderate

In one sentence

A self-hosted personal job board that scans company career pages, uses AI to rank and research postings, and autofills job applications through a Chrome extension.

Mindmap

mindmap
  root((BYOJB))
    What it does
      Personal job board
      Application tracker
    Tech stack
      Node.js
      Playwright
      Chrome extension
    Use cases
      Scan job postings
      Rank and research
      Autofill applications
    Audience
      Active job seekers
      Technical users

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Automatically scan company career pages for new job postings without paying for AI tokens

USE CASE 2

Get AI-ranked and researched job listings with facets like remote policy and salary

USE CASE 3

Autofill job application forms and track application status through a Chrome extension

USE CASE 4

Vet and research target companies before adding their careers pages to your scan list

What is it built with?

JavaScriptNode.jsPlaywrightPythonChrome Extension

How does it compare?

maxhniebergall/byojb0xmukesh/docusaurus-tutorial1tsmejp/palworld-docker-wine
Stars111
LanguageJavaScriptJavaScriptJavaScript
Last pushed2021-12-27
MaintenanceDormant
Setup difficultymoderateeasymoderate
Complexity3/52/54/5
Audiencedeveloperdeveloperops devops

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Requires Node.js and Playwright, plus editing YAML config files with your profile and preferences.

So what is it?

BYOJB, short for Build Your Own Job Board, is a personal tool for running your own job search instead of relying on job sites. You install it on your own computer and it becomes a private system that scans company career pages, uses AI to sort and rank the postings it finds, and gives you a dashboard where you can review everything and track your applications. The daily routine starts with a scanner that checks target companies for new job postings without using any AI, so it costs nothing to run often. After that, an AI step reads each posting and gives it a quick fit score based on your background and preferences, and a deeper research step pulls out details like required skills, remote policy, and salary. You look at the results in a local web dashboard, where sliders let you change how much weight the tool gives to things like tech stack, timezone, pay, or work life balance, and the list re-sorts instantly without calling the AI again. There is also a Chrome extension that can be loaded into the browser to automatically fill out application forms on company career sites using your profile information, and it reports back to the dashboard once you submit an application, so your tracking stays up to date. Beyond job postings, the tool can research companies themselves, searching for ones that match your criteria, checking them against your personal fit rules, and building a short dossier before it adds their careers pages to the list it scans regularly. Setting it up requires Node.js and Playwright, and you fill in your own profile and scoring preferences using template configuration files before running it. A Python setup is optional and only needed for a feature that pulls listings from broad job boards like LinkedIn or Indeed. This is aimed at someone doing an active job search who wants more control and organization than a spreadsheet or standard job board provides, and who is comfortable running command line tools and editing configuration files on their own machine.

Copy-paste prompts

Prompt 1
Help me write a config/rubric.yml that weights remote-friendly companies and high compensation more heavily for BYOJB
Prompt 2
Walk me through setting up Playwright and Node.js so I can run BYOJB's job scanner locally
Prompt 3
Show me how to add a new company's Greenhouse careers page to portals.yml for BYOJB to scan
Prompt 4
Explain how BYOJB's triage and research pipeline decides which job postings to shortlist

Frequently asked questions

What is byojb?

A self-hosted personal job board that scans company career pages, uses AI to rank and research postings, and autofills job applications through a Chrome extension.

What language is byojb written in?

Mainly JavaScript. The stack also includes JavaScript, Node.js, Playwright.

How hard is byojb to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is byojb for?

Mainly developer.

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