Episode 3 explores the growing complexity and costs of integrating AI into media streaming systems. With companies using multiple monitoring tools, operational drag and high outage costs are common. New Relic's Intelligent Observability unifies data across all layers—from mobile devices to AI models—enabling teams to trace issues and optimize costs from a single dashboard, reducing chaos and boosting innovation.

This special extended episode explores the critical lessons from a recent Cloudflare outage, focusing on latent risk, cascading failures, and system complexity. Gwen and Buddy discuss how hidden vulnerabilities can trigger widespread outages, the dangers of tool fragmentation, and the importance of unified observability (MELT). The episode highlights proactive strategies like APM and AI monitoring to predict and prevent costly incidents, urging leaders to prioritize resilience and visibility.

In this episode, Gwen Dylan highlights the challenges of running generative AI apps at scale, including quality issues, unpredictable token-based costs, and complex debugging. She introduces New Relic's AI Monitoring, offering full-stack visibility—tracking prompts, responses, and token usage in real time. The solution helps teams accelerate trust, control budgets, and confidently scale AI by making the 'black box' fully transparent.

Join us as we discuss the latest tech conference highlights, including New Relic's launch of Agentic AI Integrations with Microsoft Azure to reduce MTTR and boost developer productivity. We will preview AWS re:Invent, emphasizing executive-level strategies for cloud visibility, agility, and cost optimization. Listeners are invited to connect at the event or follow updates online.

This is your 180-second briefing for Engineering Leaders. The $2 Million Question: Why does tool sprawl hit your P&L? We break down how fragmentation causes Operational Drag and Financial Risk. Learn how Intelligent Observability and a unified platform can slash MTTR by 50% and transform your tech spending into a strategic revenue protector. Get clarity over chaos.