Overview

The Problem

Applying for jobs is repetitive and time-consuming:

1. Search across multiple platforms (Seek, Indeed, LinkedIn)
2. Read each JD and decide if it's a good fit
3. Customize your resume for each application
4. Submit the application
5. Track everything in a spreadsheet

Kairos automates steps 1-4 and replaces the spreadsheet with a proper tracking system.

How It Works

flowchart TD
    A[Configure Profile + Import Resume] --> B[Search across platforms]
    B --> C[Analyze JDs with Claude AI]
    C --> D[Tailor resume per JD]
    D --> E[Review diff + Approve]
    E --> F[Browser opens → You submit]
    F --> G[Track in Dashboard]

Access It Your Way

The core workflow is the same regardless of how you access Kairos:

flowchart LR
    CLI[CLI] --> API[Kairos API]
    Web[Web App] --> API
    API --> Engine["Core Engine\n(search + analyze + tailor + track)"]

Frontend	Best For	Status
CLI	Power users, scripting, automation	Shipped
Web App	Browser access, mobile-friendly, sharing	Search slice shipped (React 19 + Vite)

Target Platforms

Platform	Region	Method	Status
Adzuna API	AU, US, UK, CA, NZ +14 more	Free HTTP API (structured JSON)	Shipped — primary source
Seek.com.au	Australia, NZ	HTTP scraping (httpx + bs4)	Shipped — fallback
LinkedIn	Global	Public guest API (httpx + bs4)	Shipped — fallback
~~Indeed~~	~~AU, US, UK, CA~~	~~Headless browser (playwright)~~	Deferred — Cloudflare ban risk