Imagine queuing up for raid night, but half your guild’s game clients are patched differently. That’s what building cloud projects feels like without Dev Containers—chaos, version drift, and way too

Summary Here’s a story: a team trained a model, and everything worked fine — until their dataset doubled. Suddenly, their R pipeline crawled to a halt. The culprit? Compute context.

100:00:00,000 –> 00:00:02,860A team asked an AI agent to just wire up Microsoft Graph 200:00:02,860 –> 00:00:05,880in 10 minutes later they had a working app and directory, 300:00:05,880 –> 00:00:07,780read

Summary Imagine your security operations center (SOC) waking up to an alert: “Copilot accessed a confidential file.” It’s not a phishing email, not malware, not a brute force attack —

🔍 What This Episode Covers In this episode, we explore: Why AI agents behave unpredictably in real production environments The hidden risks of connecting LLMs directly to enterprise APIs How