TBD
AI's ability to empower vibe coders, aka muggles of the engineering world, to create systems, creates a unique sandbox for thinking, creating, and building in a dimension that, until very recently, didn't exist for many.
I've decided to role up my sleeves, build, tinker, and stay up later than I should.
The Objective: To build fast or die trying before I recruit my heart out.
Overview
A talent intelligence platform designed to ingest, enrich, monitor, and act on candidate and market signals in real time. Essentially a talent intelligence rss feed, a talent observability tool.
The Design
1. Seed Ingest Layer
Purpose
Capture candidate and company data without interpretation.
Inputs
- GitHub via PyGithub
- Job boards using custom scrapers
Outputs
- Unmodified records stored in SQLite (
talent.db)
2. Monitoring and Tripwire Layer
Purpose
Detect market and competitor changes as they happen.
Inputs
- Company domains
- Job boards
- Search results
- Public people movement signals
Detected Signal Types
- New role creation
- Backfills
- Team expansion
- Organizational restructuring
- Stealth hiring indicators
3. Storage and Intelligence Layer
Purpose
Persist, analyze, and compound intelligence over time.
Storage
- SQLite (
talent.db) with full provenance
Analytics
- Funnel performance
tbd...