Netra Integration Patterns

Use this skill to choose a practical integration pattern and implement it with low-risk defaults.

Supported Scenarios

• RAG pipelines with vector DB + LLM instrumentation.
• FastAPI request handlers with context and guardrails.
• Multi-agent orchestration with workflow/agent decorators.
• Batch processing with per-item custom spans.
• Streaming responses with active span lifecycle through iteration.

Procedure

1. Choose the closest scenario pattern.
2. Initialize Netra once at startup with required instruments.
3. Apply decorators to workflow boundaries.
4. Add request context and security pipeline where needed.
5. Add custom spans only for external boundaries not already covered.
6. Validate traces for hierarchy and error visibility.