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Applied AI in Autonomous Systems

Lokesh MureIndependent researcher and technologist

Field notes

Ideas tested in public.

Essays on autonomous agents, systems architecture, technical leadership, and the work of making software dependable.

192 essays and counting
7 min read

Multi-Cloud MCP: One Protocol to Manage Them All

Using MCP to create a unified interface for managing resources across AWS, GCP, and Azure, eliminating the cognitive overhead of cloud-specific CLIs and consoles

  • mcp
  • cloud
6 min read

re:Invent 2024: AWS Goes Agent-First

AWS re:Invent 2024 signals a fundamental shift: Amazon is rebuilding its cloud platform around AI agents as first-class citizens

  • cloud
  • ai
6 min read

re:Invent 2022: AWS Bets on Generative AI

AWS re:Invent this year revealed a clear strategic pivot toward generative AI infrastructure, and the cloud landscape is about to change

  • cloud
7 min read

Terraform 0.13: Provider Requirements Done Right

Terraform 0.13 introduces proper provider source addresses and module-level provider requirements, fixing one of the most persistent pain points in infrastructure as code

  • terraform
  • cloud
6 min read

Kubernetes 1.19: The Platform Is Mature

Kubernetes 1.19 extends the support window to one year and moves Ingress to GA, signaling that the platform has crossed from innovation to infrastructure

  • kubernetes
  • cloud
6 min read

The World Went Remote Overnight

COVID-19 just forced the largest remote work experiment in human history, and cloud infrastructure is the only reason it is working at all

  • cloud
  • personal
7 min read

The Rise of GitOps: ArgoCD and Flux

GitOps is changing how we think about Kubernetes deployments by making Git the single source of truth for cluster state

  • cloud
  • kubernetes
8 min read

VPC Networking at Enterprise Scale

Designing VPC topologies, Transit Gateway patterns, peering strategies, and security group architectures for hundreds of AWS accounts

  • cloud
8 min read

Akamai-Fronted Web Applications on AWS

Designing enterprise web tier architecture with Akamai CDN in front of AWS origins, including WAF, origin shield, and caching strategies

  • cloud
Writing | AskLokesh