How Ellipsis uses PromptLayer to Debug LLM Agents

Ellipsis, an innovative AI startup, leverages large language models to automate code reviews and provide context-aware responses by integrating with platforms like GitHub and Slack. As the company rapidly scaled, it faced challenges in efficiently debugging customer workflow issues, prompting it to adopt PromptLayer's observability platform in October 2023. This platform allows Ellipsis engineers to quickly identify and resolve errors by logging requests with metadata, enabling them to pinpoint causes with just a few clicks, thus reducing debugging time by 90%. The integration with PromptLayer's user-friendly interface and advanced search capabilities facilitates rapid iteration on prompts, allowing Ellipsis to scale to over 500,000 requests and 80 million daily tokens across 80+ customers, while avoiding the need for a costly in-house observability solution.

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