BugFlow Multi Agents

    Intelligent bug and incident triage system that uses multiple specialized AI agents working together to automate the processing of technical issues in software development.

    BugFlow Multi-Agents is a self-developed project in which I developed an intelligent system for automating bug triage and analysis, focusing on quality, standardization, and scalability. The solution leverages generative AI, a multi-agent architecture, and a Retrieval-Augmented Generation (RAG) mechanism to transform raw bug reports into structured information, automatically classifying issues by component (Frontend, Backend, Database, DevOps, Security, Integration, UI/UX, Infrastructure) and severity (Critical, Serious, Minor), performing technical analysis with identification of potential root causes, assigning ownership, generating complete documentation, and enabling contextual semantic search for previously registered similar bugs.

    Tech Stack

    Techs used in this project development

    CrewAI

    CrewAI

    Pinecone

    Pinecone

    LangChain

    LangChain

    Python

    Python

    Project Images

    Etapas do processamento do BugFlow Multi Agents
    Processing steps
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    Processamento de bugs do BugFlow Multi Agents
    Bug processing
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    Resolução de bugs do BugFlow Multi Agents
    Creation of diagram for bug resolution
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    Interface de chat do BugFlow Multi Agents
    Chat interface with semantic search
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    Agentes de IA do BugFlow Multi Agents
    AI agents
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