Role DevOps
Overview
Helicone is an all-in-one platform to monitor, debug, and improve production-ready LLM applications.
Key Features:
- Deep dive into each trace and debug agents easily
- Prevent regression and improve quality over time
- Push high-quality prompt changes to production
- Turn complexity and abstraction into actionable insights
Use Cases:
- Monitoring and debugging LLM applications
- Preventing regression and improving quality over time
- Tuning prompts and justifying iterations with quantifiable data
- Detecting hallucinations, abuse, and performance issues quickly
Benefits:
- Visualize multi-step LLM interactions and pinpoint root cause of errors
- Monitor performance in real-time and catch regressions pre-deployment
- Quickly detect issues and improve insights across all providers
- Unified insights for all providers to detect issues quickly
Capabilities
- Monitors and analyzes LLM application performance
- Debugs and traces complex AI workflows
- Manages and versions AI prompts
- Optimizes AI prompts without disrupting existing workflows
- Reduces API costs and improves response times using response caching
- Automates LLM workflows using webhooks
- Tracks AI usage, costs, and latency
- Groups and visualizes multi-step LLM interactions
- Conducts A/B testing on different prompt versions
- Integrates with OpenAI, Anthropic, and Azure
- Provides cost analysis and tracks API usage
- Implements one-line integration for monitoring LLM applications