langfuse-integration · diff

git:20260507.50823d8 to git:20260507.44b06c0

1 added, 1 removed. Audit A to A.

---

name: langfuse-integration

description: LangFuse LLM observability integration for tracing, analytics, and cost tracking

allowed-tools:

- Read

- Write

- Edit

- Bash

- Glob

- Grep

graph:

domains: [domain:software-engineering]

specializations: [specialization:ai-agents-conversational]

- skillAreas: [skill-area:natural-language-processing]

+ skillAreas: [skill-area:agent-debugging-logging, skill-area:model-monitoring-drift-detection]

roles: [role:ml-engineer, role:backend-engineer]

workflows: [workflow:ml-model-lifecycle, workflow:feature-development]

---

# LangFuse Integration Skill

## Capabilities

- Set up LangFuse tracing for LLM calls

- Configure cost tracking and analytics

- Implement prompt management

- Set up evaluation datasets

- Design custom trace metadata

- Create dashboards and alerts

## Target Processes

- llm-observability-monitoring

- cost-optimization-llm

## Implementation Details

### Core Features

1. **Tracing**: Track LLM calls, chains, and agents

2. **Prompts**: Version and manage prompts

3. **Analytics**: Usage, latency, cost metrics

4. **Datasets**: Evaluation and testing data

5. **Scores**: Track output quality

### Integration Methods

- LangChain callback handler

- Direct SDK integration

- OpenAI drop-in replacement

- Decorator-based tracing

### Configuration Options

- Public/secret keys

- Host URL (cloud or self-hosted)

- Sampling rate

- Metadata configuration

- User tracking

### Best Practices

- Consistent trace naming

- Meaningful metadata

- Regular prompt versioning

- Set up alerting

### Dependencies

- langfuse

- langchain (for callback integration)