LLMOps

3 articles on llmops.

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7 min read—May 8, 2026

Agentic Pilot-to-Production: A 90-Day Runbook

Most internal AI agents die between the demo and production. A 90-day runbook that takes a pilot from notebook to deployed-behind-IAM with eval harness, observability, and governance — built from real engagement data.

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6 min read·May 8, 2026

The AI Evals & Observability Stack in 2026: Langfuse vs Braintrust vs Arize

Eval coverage and observability are now table-stakes for production AI. A practical comparison of Langfuse, Braintrust, and Arize — when to pick each, what they cost, and how to wire them into a CI pipeline that catches regressions before customers do.

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7 min read·May 8, 2026

LLM FinOps: How to Cut Claude, GPT, and Gemini Costs by 40–70% in 2026

Most production LLM workloads are 2–5× more expensive than they need to be. A practical FinOps playbook covering routing, caching, model selection, and the gateway patterns that compound the savings.

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