Naman Jain@namanoncode

CrashLens addresses a critical pain point in the rapidly growing AI ecosystem: the hours ML engineers waste debugging cryptic GPU runtime errors and agent failures. As organizations increasingly adopt GPUs for cost-effective AI infrastructure, the lack of specialized diagnostic tools has become a major productivity bottleneck. CrashLens revolutionizes GPU workload and agent debugging for AMD ROCm environments by combining intelligent failure classification, real-time metrics collection via rocm-smi, and AI-powered diagnosis using the Gemma model. The platform also provides comprehensive observability for AI agent executions, tracking tool calls, model interactions, execution traces, and performance metrics—a crucial capability as autonomous agents become production infrastructure. When failures occur, CrashLens uses AI to generate actionable diagnosis reports with root cause analysis, evidence extraction, recommended fixes, and prevention strategies—reducing debugging time from hours to seconds. The fully containerized Docker deployment ensures production-readiness with a Next.js dashboard for real-time monitoring, a Go backend with SQLite persistence, and Model Context Protocol (MCP) integration for standardized AI tool access. By tracking wasted GPU-seconds and calculating economic impact, teams can quantify the ROI of reliability improvements and optimize their ML utilization to dramatically improve developer productivity while reducing infrastructure costs and time-to-market for AI products.

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This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!