#Production AI

Databricks: The AI Playbook for Enterprise Agents

Sandipan Bhaumik from Databricks shares the essential pillars for deploying AI agents at enterprise scale, focusing on evaluation, observability, data, orchestration, and governance.

LLM Control Plane: Beyond the Gateway

Production AI needs more than just gateways; an LLM control plane is crucial for managing budgets, privacy, and dynamic routing.

Samuel Colvin on Optimizing AI Agents in Production

Samuel Colvin, Pydantic CEO, discusses optimizing AI agents in production using GEPA and Logfire's managed variables at AI Engineer Europe.

MLOps Tools for Production AI

Explore MLOps frameworks, from open-source tools like MLflow and Kubeflow to end-to-end platforms, to streamline your production ML pipelines.

The Hidden Cost of Autonomy: AI Agent Evaluation