Project 02 / Automation

Career Pipeline Automation

A private dashboard and automation loop for finding relevant roles, checking fit and timing, approving or declining them, and preparing draft application packages only after approval.

Sanitized dashboard preview of the career pipeline automation project.
Sanitized dashboard screenshot showing the review queue and selected role panel.

Project snapshot

How it works.

The project connects scheduled Codex runs, verified listing research, a React review dashboard, Vercel Blob state, and Claude Code draft generation behind a manual approval boundary.

Objective

Turn role discovery into a reviewable queue with direct listing links, fit labels, timing checks, and clear next actions.

Architecture

A Vite/React dashboard talks to Express API routes, stores state locally or in Vercel Blob, and separates discovery, decisions, packages, memory candidates, and email intake.

Safety boundary

Automations can research, classify, and draft, but they cannot submit applications or send emails. Every role and every draft stays behind manual review.

Output

Approved roles can produce a brief, cover letter, targeted CV notes, checklist, fact-check file, and package manifest with audit scripts before review.

Built with
ReactExpress APIVercel BlobCodex automationsClaude CodeGemini CLI