/ AI Job Search Operating System

AppTrail

A full-stack workflow product that centralizes applications, jobs, contacts, emails, resumes, research signals, and AI copilot workflows across a FastAPI backend, React dashboard, and Chrome extension.

Opportunity Radar project visual

Problem

A serious job search is fragmented across ATS pages, Gmail, resumes, contacts, company research, interviews, follow-up timing, and repeated browser workflows. AppTrail treats that process as a structured operating system instead of a spreadsheet.

System

FastAPI backend with async SQLAlchemy/Alembic models, PostgreSQL, Redis/Celery scheduled jobs, Google/Gmail sync, React/Vite dashboard, Chrome Manifest V3 extension, AI orchestration services, model-call telemetry, consent checks, safety decisions, and admin governance surfaces.

Evidence

Chrome extensionAI telemetryGmail sync

Stack

Python, FastAPI, SQLAlchemy, Alembic, PostgreSQL, Redis, Celery, React, Vite, TypeScript, Chrome MV3, Google APIs, OpenAI, LangGraph, Playwright, Pytest.