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02 / AGENTS / CAREER TECH

Career Agent MVP

Evidence-aware job-search workflow automation.INDEPENDENT WORK / 02

QUESTION

Turn job search into a structured evidence-aware workflow instead of a stream of generic resume generations.

METHOD

  1. 01Imports job postings into structured snapshots.
  2. 02Scores and ranks role fit using explicit dimensions.
  3. 03Generates interview-preparation packs while preserving risk notes and review gates.

VERIFIABLE EVIDENCE

  • Job import and structured snapshots.
  • Fit evaluation, ranking and application tracking.
  • Immutable snapshots and evidence-first recommendations.

INTERPRETATION BOUNDARY

Presented as a local workflow MVP; no claim of production-scale usage or automated hiring decisions.

TECHNICAL IMPLEMENTATION

AI agentsworkflow automationMCP integrationsOAuth integrations