Engineering Thoughts

Deep dives into Platform Engineering, SRE, and the future of AI Ops.

Platform EngineeringAI OpsSREAgentic AIK8sGPTKubernetes

The Future of Platform Engineering: AI-Driven Operations

How AI agents are transforming traditional SRE roles from reactive firefighting to proactive system evolution. A practitioner's perspective from building Warden AI-Ops at Salesforce.

2026-02-1512 min read

KubernetesScalingCloud ArchitectureFleet ManagementGitOpsFinOpsSRE

Lessons Learned Managing 1,000+ Kubernetes Clusters

Key strategies for multi-cloud fleet management, cost optimization, and security at enterprise scale. From GitOps to FinOps, here is what actually works.

2026-01-2815 min read

Chaos EngineeringResilienceSREKubernetesIncident ManagementSLOs

Building Resilient Systems: SRE Lessons from Telecom to Enterprise

What running SRE for 200+ microservices across 14 countries taught me about building systems that fail gracefully. Real incidents, real fixes.

2025-12-1010 min read