Tags: AGENTIC AUTOMATION · HR TECH · N8N + GEMINI

One Line: Replacing the 10-hour manual screening window with a 10-second AI evaluation and response loop — built entirely on free infrastructure.


What's Inside

# Section What It Covers
01 Problem Framing The pain, the user, the gap in the market
02 Solution Overview What the system does and how it's layered
03 Evaluation Engine Single-pass scoring model and output schema
04 Backend Workflow Every n8n node explained with design decisions
05 Live Links & Resources Public URLs and access points
06 Metrics Framework AARRR, HEART, AI performance, North Star
07 Product Roadmap 3-phase plan from MVP to workflow integration
08 Process & Decision Log Every architectural decision with reasoning and tradeoffs

Impact at a Glance

Under 10 seconds 30x faster $0/month
Resume to full evaluation Than manual recruiter screening Total infrastructure cost at hiring-team scale

01 · Problem Framing

02 · Solution Overview

03 · Evaluation Engine

04 · Backend Workflow

05 · Live Links & Resources

06 · Metrics Framework

07 · Product Roadmap

08 · Process & Decision Log