LLM Observability
Inspecting prompts, retrievals, tool calls, model choices, latency, cost, and outputs in production.
What is LLM Observability?
LLM observability is what turns a black box into an operable system. Without it, every failure looks like “the agent did something strange.” See AI Agent Observability: Logs, Traces, Audit.
Read the full guide: LLM Observability — in-depth article →
Putting LLM Observability to work?
VDF AI runs governed AI agents on your own infrastructure — on-premises, sovereign cloud, or air-gapped. Book a working session to map the architecture.
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