Miro has developed an AI-powered system called BugManager, utilizing Amazon Bedrock and Anthropic's Claude Sonnet, to automate the routing of software bugs. This new system significantly improves accuracy, reducing bug reassignments by six times and decreasing resolution time by five times. BugManager employs Retrieval Augmented Generation (RAG) to incorporate context from various knowledge bases, overcoming the limitations of traditional NLP models in dynamic organizational structures. AI
Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →
IMPACT Automates bug routing, reducing developer reassignments and improving resolution times, which could be adopted by other software development organizations.
RANK_REASON The article describes a company using an existing AI service (Amazon Bedrock) to build a new internal tool, rather than a novel model release or foundational research.
