AI Agents: Intensive Vibe Coding Capstone Project

CareerForge AI is a multi-agent career development platform built with Google's Agent Development Kit (ADK). The project demonstrates how to architect complex AI systems using multiple specialized agents that collaborate to provide comprehensive career guidance, resume optimization, interview preparation, and job matching services. This capstone project showcases best practices for agent orchestration, tool integration, and building production-ready AI applications.

Key Points

• •Multi-agent architecture: Design separate specialized agents for different career functions (resume review, interview prep, job matching, career coaching)
• •Google ADK framework: Leverage Google's Agent Development Kit for building, deploying, and managing AI agents at scale
• •Agent orchestration: Implement coordination between multiple agents to handle complex workflows and user requests
• •Tool integration: Connect agents to external APIs and services (job databases, resume parsers, assessment tools)
• •Prompt engineering: Craft effective system prompts and instructions for each agent's specific domain expertise
• •State management: Maintain conversation context and user data across multiple agent interactions
• •Error handling & fallbacks: Build robust error handling and graceful degradation when agents fail
• •User experience design: Create intuitive interfaces for users to interact with multiple agents seamlessly
• •Testing & evaluation: Validate agent responses, measure accuracy, and iterate on performance
• •Deployment & monitoring: Set up production infrastructure with logging, monitoring, and continuous improvement

Workflow Diagram

Concepts