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Deep technical content on agentic AI systems, LLM cost optimization, Commander Architecture, and production SaaS engineering — from 18+ years of building.
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Scaling AI Infra: Deploying GPU Clusters with Kubernetes and vLLM Engines
Steps to deploy model instances inside container orchestration clusters using vLLM to scale resource usage.
Micro-Service Meshes + AI Ops: Self-Optimising Systems
Implementing service meshes that use machine learning metrics to optimize routing and adjust network capacity automatically.
Micro-Service Meshes + AI Ops: Self-Optimising Systems
Implementing service meshes that use machine learning metrics to optimize routing and adjust network capacity automatically.
Serverless Containers and Function Meshes: The New Cloud Primitive
Transitioning server resources from virtual systems to lightweight container clusters that scale down to zero instantly.
Serverless Containers and Function Meshes: The New Cloud Primitive
Transitioning server resources from virtual systems to lightweight container clusters that scale down to zero instantly.
Internal Developer Platforms: The Rise of Platform Engineering
An analysis of Platform Engineering, focusing on Internal Developer Platforms (IDP) and infrastructure abstraction.
Internal Developer Platforms: The Rise of Platform Engineering
An analysis of Platform Engineering, focusing on Internal Developer Platforms (IDP) and infrastructure abstraction.
Beyond Serverless Functions: The Event-Driven, Cloud-Native Application
Designing distributed applications that replace isolated serverless endpoints with reactive event meshes.
Beyond Serverless Functions: The Event-Driven, Cloud-Native Application
Designing distributed applications that replace isolated serverless endpoints with reactive event meshes.
Platform Engineering Becomes Mainstream
Enterprise adoption metrics and best practices for Internal Developer Platforms (IDP).
Platform Engineering Becomes Mainstream
Enterprise adoption metrics and best practices for Internal Developer Platforms (IDP).
Kubernetes 1.20: Deprecating Dockershim and transitioning to CRI-compliant runtimes
Analyzing the Kubernetes 1.20 release, detailing the deprecation of the Docker runtime shim (Dockershim) in late 2020.
Kubernetes 1.19: Ingress API graduation to GA and Warning Headers
Analyzing the Kubernetes 1.19 release, detailing the graduation of the Ingress API to General Availability (networking.k8s.io/v1).
Kubernetes 1.17: Cloud Provider Label Standardizations and Nodes GA
Analyzing the Kubernetes 1.17 release, detailing the graduation of cloud-provider node labels and API standardizations.
Kubernetes 1.15: Custom Resource Definition Validation and API Schemas
Analyzing the Kubernetes 1.15 release, detailing Custom Resource Definition validation and OpenAPI schema integrations.
Kubernetes 1.13: Container Storage Interface (CSI) graduation to GA
Analyzing the Kubernetes 1.13 release, detailing the graduation of the Container Storage Interface (CSI) to General Availability.
Kubernetes 1.11: IPVS Load Balancing and CoreDNS Cluster Integrations
Analyzing the release of Kubernetes 1.11 in July 2018, detailing the graduation of IPVS load balancing and CoreDNS.
Kubernetes 1.9 Workloads API GA: The Stabilization of Production Pod Controllers
Analyzing the Kubernetes 1.9 release, detailing the graduation of the Workloads API (apps/v1) to General Availability (GA).
Docker and Kubernetes Native Integration: The End of Orchestration Wars
Analyzing Docker's announcement in late 2017 of native Kubernetes support, marking the end of container orchestration wars.
Kubernetes 1.7: Custom Resource Definitions (CRDs) and Operator Architectures
Analyzing the Kubernetes 1.7 release, detailing the replacement of ThirdPartyResources with Custom Resource Definitions (CRDs).
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