Dev.to
7/19/2026

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
Generated with AI, which can make mistakes.
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