4 posts
What is LLMOps? The operations discipline of taking a language model application to production and keeping it reliable with monitoring, evaluation, versioning, and cost control.
What is LLM logging and why is it risky under KVKK? Personal data in logs, data masking, retention period, access control, and a compliance checklist in this comprehensive guide.
What is LLM observability? LLM observability is the practice of tracing every request of a language model application end to end, making prompts, responses, latency, cost, and quality visible. This guide: a clear definition, why it matters, how tracing works, Langfuse and OpenTelemetry, production monitoring metrics, evaluation, KVKK, and FAQs.
What is LLMOps? The discipline of running large language models in production: MLOps difference, prompt management, evaluation, LLM observability, cost optimization, guardrails, and a maturity model.