Chamber
Monitors, debugs, and fixes GPU workloads across clouds using AI agents, with features like workload explorer, root cause analysis, and cost forecasting.
Launch screenshots from Product Hunt, Feb 2026
This product is an AI-powered observability and orchestration platform for GPU infrastructure. It solves the problem of monitoring, debugging, and fixing GPU workloads across multiple clouds, reducing compute costs and improving utilization. It is designed for AI/ML teams, including researchers, engineers, and DevOps/SREs, in companies of various sizes. It is delivered as a SaaS platform with a Slack integration, CLI, Python SDK, and web console, and it differentiates itself by using AI agents to autonomously diagnose and remediate issues.
Key features
- Workload Explorer with advanced filtering
- AI Root Cause Analysis
- Chambie AI Agent in Slack
- Automatic Dashboards
- Notifications via Slack and API
- Cost Forecasting
- Advanced Orchestration
- LinkedIn<0.1/day
GTM channels
- Blog
- API
- Docs
ICP
- Software developers
- DevOps sre teams
- Engineering teams