Williamson Battery Technologies delivers advanced lithium battery systems, solid-state energy storage, battery thermal management (BTMS), intelligent EMS, industrial rack cabinets, telecom power syste...
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Log everything for production monitoring and debugging Weave automatically logs all inputs, outputs, code, and metadata in your application at a granular level, organizing the data so you can easily
Whether you need active safety controls (guardrails) or passive quality monitoring, this guide will show you how to implement robust evaluation systems for your LLM applications.
Configure environment variables Monitoring and usage Track user activity with audit logs Use Prometheus monitoring Configure Slack alerts View organization activity Resources
Use W&B audit logs to track user activity within your organization and to conform to your enterprise governance requirements. Audit logs are available in JSON format. Refer to Audit log schema. How
Effective LLM monitoring tools will track token usage and estimated API costs per call, alerting you if usage unexpectedly spikes. W&B Weave, for example, automatically calculates token
We will explore common problems like hallucinations and prompt injection, distinguish observability from standard monitoring, and discuss the key challenges in debugging LLM systems.
W&B Weave is an observability and evaluation platform that helps you track, evaluate, and improve your LLM application. With Weave, you can: Observe and debug your LLM application Evaluate your
This comprehensive system enables better monitoring, debugging, and iterative development of AI-powered applications, allowing you to “track insights between commits.”
Online evaluations Score live incoming production traces for monitoring without impacting performance Agents Observability and governance tools for agentic systems Build state-of-the-art agents
This custom dashboard extends Weave''s native Traces view, allowing for tailored monitoring of LLM applications in production. If you''re interested in viewing a more complex dashboard, check out a
High-density LiFePO4 and solid-state battery modules with integrated BMS and advanced thermal runaway prevention – ideal for industrial peak shaving and renewable integration.
Active liquid-cooled thermal management combined with AI-driven energy management systems (EMS) for optimal battery performance, safety, and predictive analytics.
Modular energy storage rack cabinets (IP55) and telecom power systems (-48V DC) for data centers, telecom towers, and industrial backup applications.
Solar-storage-charging (S2C) hubs and UL9540A certified containerized BESS (up to 5MWh) for utility-scale projects and microgrids.
We provide advanced lithium battery systems, solid-state storage, battery thermal management (BTMS), intelligent EMS, industrial rack cabinets, telecom power systems, solar-storage-charging (S2C) integration, and UL9540A certified containers for commercial, industrial, and renewable energy projects across Europe and globally.
From project consultation to after-sales support, our engineering team ensures safety, reliability, and performance.
Industriestraße 22, Gewerbegebiet Nord, 70469 Stuttgart, Baden-Württemberg, Germany
+49 711 984 2705 | +49 160 947 8321 | [email protected]