Tag: AI Agent

2 articles

• LLM Observability in Production: Tracing Agent Call Chains with OpenTelemetry GenAI Semantic Conventions

  A systematic guide to building observability for LLM and Agent applications using OpenTelemetry GenAI semantic conventions. Covers trace chains, tokens, tool calls, privacy governance, and pre-launch checks to help teams pinpoint latency, cost, and quality issues.

  06/30/2026 llm / observability / opentelemetry / ai-agent / rag / genai / agent-tracing

• Prompt Caching in Practice: Cost and Latency Governance for Long-Context Agents

  A deep dive into Prompt Caching principles and engineering practices—prefix stability, cache boundaries, and agent scenarios—with reproducible optimizations and a production checklist to cut input costs and TTFT without changing model semantics.

  06/29/2026 LLM / Prompt Caching / AI Agent / Cost Optimization / Context Engineering