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Dev.to
Dev.to
7/19/2026
Multi-Agent Interview Coach

Multi-Agent Interview Coach

Short summary

A developer built a multi-agent interview coach using Google's ADK that parses resumes and generates profile-specific technical questions through a sequential agent loop (Profiler → Interviewer → Judge). The system runs on Cloud Run with Google Cloud Storage for file handling. Key takeaways include session lifecycle management and containerized deployment of agent workflows.

  • Multi-agent system using ADK: Profiler extracts resume data, Interviewer drafts questions, Judge validates them
  • Deployed on Google Cloud Run with GCS for file handling
  • Covers session management, cloud integration, and deployment architecture

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