Operations | Monitoring | ITSM | DevOps | Cloud

What does it actually look like to build an AI-native product and lead an engineering team through the AI era when you've been doing it longer than most? Rob Zuber sits down with Loïc Houssier, CTO at Superhuman, to talk about what it meant to be an AI company before AI was everywhere, and how that early foundation shapes the way they build, ship, and think today.

The AI revolution is getting expensive. Ben Norris (AI Engineer at Civo) breaks down a staggering statistic: AI token usage has jumped from 9.8 trillion to 1.3 quadrillion in just under two years—a 130x increase. As businesses scale, the "closed source" premium is becoming a bottleneck. Watch as Ben explains why enterprises are turning toward democratized, open-source AI and smaller vendors like relaxAI to maintain power at a fraction of the cost.

Pipeline Creation: Using a single prompt in the IDE, a CI/CD pipeline is created and triggered via the agent connected to the Harness MCP server. Failure Diagnosis and Fix: When the pipeline fails, the agent is used to diagnose the issue (a failed dependency) and propose a fix, which is then committed, pushed, and the pipeline re-triggered to succeed. Deployment: After a successful build, the artifact is deployed into a Kubernetes cluster. Incident Response.

AI went down. Work stopped. The lesson from the Claude outage: when AI fails, workflows stall and requests pile up. Resilient IT keeps work moving. Even when AI goes dark.

Security that developers never have to think about. That's the goal Audrey Long, Senior Gaming Cloud Security Architect at Microsoft Gaming Security, set out to achieve, and then actually built. In this GitKon session, Audrey walks through how Microsoft Gaming tackled a massive identity security challenge across double-digit Entra ID tenants spanning independent game studios. With no existing tooling that fit the pace of game development, her team built the Entra ID Tenant Security Scanner from scratch using the Maester Framework, custom PowerShell, and GitHub Actions.