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01 / Context

The problem

Job search workflows need consistent source handling, evidence-aware matching, and human control over any application action.

02 / Implementation

What I built

Designed multi-source collection, deterministic pre-filtering, agent evaluation, application drafting, tracing, and human approval gates.

Current status
In progress
Evidence path
1 public link

03 / Current outcome

What exists today

A work-in-progress platform for turning scattered job information into reviewable career decisions.

Boundary

What this page does not claim

No public deployment is claimed; all application actions remain human-controlled.

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