LearnKube
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Broaden your Kubernetes expertise with a curated feed of news, articles and best practices.
https://learnkube.com/news-events-jobs
https://learnkube.com/news-events-jobs
This article explains how OpenTelemetry unifies observability by correlating metrics, logs, and traces through standardized telemetry data collection in Kubernetes environments
➜ https://ku.bz/8p11g8gy6
➜ https://ku.bz/8p11g8gy6
February 11, 2026 at 5:26 PM
This article explains how OpenTelemetry unifies observability by correlating metrics, logs, and traces through standardized telemetry data collection in Kubernetes environments
➜ https://ku.bz/8p11g8gy6
➜ https://ku.bz/8p11g8gy6
Reposted by LearnKube
We're giving away 10 tickets to DeveloperWeek
The world's largest indie dev conference — 250+ speakers across AI, DevOps, & more
📅 18-20 Feb
📍 San Jose, CA + Virtual
📧 hello@kube.events
https://www.developerweek.com/
The world's largest indie dev conference — 250+ speakers across AI, DevOps, & more
📅 18-20 Feb
📍 San Jose, CA + Virtual
📧 hello@kube.events
https://www.developerweek.com/
February 11, 2026 at 1:26 PM
We're giving away 10 tickets to DeveloperWeek
The world's largest indie dev conference — 250+ speakers across AI, DevOps, & more
📅 18-20 Feb
📍 San Jose, CA + Virtual
📧 hello@kube.events
https://www.developerweek.com/
The world's largest indie dev conference — 250+ speakers across AI, DevOps, & more
📅 18-20 Feb
📍 San Jose, CA + Virtual
📧 hello@kube.events
https://www.developerweek.com/
This week on the Learn Kubernetes Weekly:
📦 Could lockfiles be SBOMs?
🌐 Dynamic Istio Ingress with Kyverno
🎮 Factorio in Kubernetes?
🤖 DeepSeek Models on Kubernetes
⚡ Short-Lived is a Good Thing
⭐️ vCluster
Read it now: https://kube.today/issues/170
📦 Could lockfiles be SBOMs?
🌐 Dynamic Istio Ingress with Kyverno
🎮 Factorio in Kubernetes?
🤖 DeepSeek Models on Kubernetes
⚡ Short-Lived is a Good Thing
⭐️ vCluster
Read it now: https://kube.today/issues/170
February 11, 2026 at 11:46 AM
This week on the Learn Kubernetes Weekly:
📦 Could lockfiles be SBOMs?
🌐 Dynamic Istio Ingress with Kyverno
🎮 Factorio in Kubernetes?
🤖 DeepSeek Models on Kubernetes
⚡ Short-Lived is a Good Thing
⭐️ vCluster
Read it now: https://kube.today/issues/170
📦 Could lockfiles be SBOMs?
🌐 Dynamic Istio Ingress with Kyverno
🎮 Factorio in Kubernetes?
🤖 DeepSeek Models on Kubernetes
⚡ Short-Lived is a Good Thing
⭐️ vCluster
Read it now: https://kube.today/issues/170
Reposted by LearnKube
"It's like renting a piece of equipment and not using it. It's just a waste of money."
Andrew Hillier on GPU yield and why most AI teams are overspending on inference
📕: https://ku.bz/KL4jRvsL4
Andrew Hillier on GPU yield and why most AI teams are overspending on inference
📕: https://ku.bz/KL4jRvsL4
February 10, 2026 at 7:56 PM
"It's like renting a piece of equipment and not using it. It's just a waste of money."
Andrew Hillier on GPU yield and why most AI teams are overspending on inference
📕: https://ku.bz/KL4jRvsL4
Andrew Hillier on GPU yield and why most AI teams are overspending on inference
📕: https://ku.bz/KL4jRvsL4
Valkey Operator is a Kubernetes operator that automates deployment and lifecycle management of Valkey clusters and instances with features like automated installation and configuration management
➜ https://ku.bz/WbXvSkFMG
➜ https://ku.bz/WbXvSkFMG
February 10, 2026 at 5:26 PM
Valkey Operator is a Kubernetes operator that automates deployment and lifecycle management of Valkey clusters and instances with features like automated installation and configuration management
➜ https://ku.bz/WbXvSkFMG
➜ https://ku.bz/WbXvSkFMG
Reposted by LearnKube
Learn how David Pech evaluates Postgres operators beyond basic deployments
Watch: https://ku.bz/rGMF2ktdb
Watch: https://ku.bz/rGMF2ktdb
February 10, 2026 at 4:41 PM
Learn how David Pech evaluates Postgres operators beyond basic deployments
Watch: https://ku.bz/rGMF2ktdb
Watch: https://ku.bz/rGMF2ktdb
Reposted by LearnKube
Last year, I mapped the K8s multitenancy spectrum. This year, I'm adding AI agent sandboxing — where does it fit when the tenant isn't a human but a machine acting autonomously?
In collaboration with @vcluster.com
Feb 24 — 10:00 AM ET
https://ku.bz/Kzd7BPBqq
In collaboration with @vcluster.com
Feb 24 — 10:00 AM ET
https://ku.bz/Kzd7BPBqq
February 10, 2026 at 3:21 PM
Last year, I mapped the K8s multitenancy spectrum. This year, I'm adding AI agent sandboxing — where does it fit when the tenant isn't a human but a machine acting autonomously?
In collaboration with @vcluster.com
Feb 24 — 10:00 AM ET
https://ku.bz/Kzd7BPBqq
In collaboration with @vcluster.com
Feb 24 — 10:00 AM ET
https://ku.bz/Kzd7BPBqq
Reposted by LearnKube
🗣️ Tibo on why Kubernetes isn't just for enterprise scale — it can be a practical choice for solo self-hosters too
https://ku.bz/Xk5S7VqXz
🌟 LearnKube
🎙 🎙Bart
https://ku.bz/Xk5S7VqXz
🌟 LearnKube
🎙 🎙Bart
February 10, 2026 at 12:31 PM
🗣️ Tibo on why Kubernetes isn't just for enterprise scale — it can be a practical choice for solo self-hosters too
https://ku.bz/Xk5S7VqXz
🌟 LearnKube
🎙 🎙Bart
https://ku.bz/Xk5S7VqXz
🌟 LearnKube
🎙 🎙Bart
Reposted by LearnKube
Reposted by LearnKube
Kargo is a continuous delivery and application lifecycle orchestration platform for Kubernetes
It builds upon GitOps principles and integrates with Argo CD to streamline and automate the progressive rollout of changes across an application's lifecycle
➤ https://ku.bz/r4xwJqyRw
It builds upon GitOps principles and integrates with Argo CD to streamline and automate the progressive rollout of changes across an application's lifecycle
➤ https://ku.bz/r4xwJqyRw
February 9, 2026 at 7:26 PM
Kargo is a continuous delivery and application lifecycle orchestration platform for Kubernetes
It builds upon GitOps principles and integrates with Argo CD to streamline and automate the progressive rollout of changes across an application's lifecycle
➤ https://ku.bz/r4xwJqyRw
It builds upon GitOps principles and integrates with Argo CD to streamline and automate the progressive rollout of changes across an application's lifecycle
➤ https://ku.bz/r4xwJqyRw
zot is a production-ready vendor-neutral OCI image registry - images stored in OCI image format, distribution specification on-the-wire
➤ https://ku.bz/fwXd6-TN9
➤ https://ku.bz/fwXd6-TN9
February 9, 2026 at 5:56 PM
zot is a production-ready vendor-neutral OCI image registry - images stored in OCI image format, distribution specification on-the-wire
➤ https://ku.bz/fwXd6-TN9
➤ https://ku.bz/fwXd6-TN9
This article explains the differences between `kubectl proxy` and `kubectl port-forward` for accessing Kubernetes services from your local machine
➜ https://ku.bz/nNPZ6f_Zb
➜ https://ku.bz/nNPZ6f_Zb
February 9, 2026 at 5:41 PM
This article explains the differences between `kubectl proxy` and `kubectl port-forward` for accessing Kubernetes services from your local machine
➜ https://ku.bz/nNPZ6f_Zb
➜ https://ku.bz/nNPZ6f_Zb
Reposted by LearnKube
Reposted by LearnKube
The Kubernetes scheduler doesn't randomly assign pods to nodes
It runs a two-phase pipeline: filter, then score
Here's how it works, in 7 diagrams
It runs a two-phase pipeline: filter, then score
Here's how it works, in 7 diagrams
February 9, 2026 at 1:46 PM
The Kubernetes scheduler doesn't randomly assign pods to nodes
It runs a two-phase pipeline: filter, then score
Here's how it works, in 7 diagrams
It runs a two-phase pipeline: filter, then score
Here's how it works, in 7 diagrams
This article explains the lack of standard Prometheus metrics for CRD status conditions in Kubernetes operators and introduces a small Go library that turns CRD `status.conditions` into Prometheus metrics
➤ https://ku.bz/dHtWH5qx3
➤ https://ku.bz/dHtWH5qx3
February 8, 2026 at 5:16 PM
This article explains the lack of standard Prometheus metrics for CRD status conditions in Kubernetes operators and introduces a small Go library that turns CRD `status.conditions` into Prometheus metrics
➤ https://ku.bz/dHtWH5qx3
➤ https://ku.bz/dHtWH5qx3
Kide is an observability platform that ingests and indexes logs and metrics in real time so you can search, analyze, and alert on cluster and application data without waiting
➤ https://ku.bz/zpsL842PB
➤ https://ku.bz/zpsL842PB
February 7, 2026 at 5:16 PM
Kide is an observability platform that ingests and indexes logs and metrics in real time so you can search, analyze, and alert on cluster and application data without waiting
➤ https://ku.bz/zpsL842PB
➤ https://ku.bz/zpsL842PB
Reposted by LearnKube
"I don't really tend to go with memory or CPU. I go with the requests per minute or messages staying in the queue."
Salman Iqbal on business-driven autoscaling
📺: https://ku.bz/_hMPY1FGj
Salman Iqbal on business-driven autoscaling
📺: https://ku.bz/_hMPY1FGj
February 6, 2026 at 8:16 PM
"I don't really tend to go with memory or CPU. I go with the requests per minute or messages staying in the queue."
Salman Iqbal on business-driven autoscaling
📺: https://ku.bz/_hMPY1FGj
Salman Iqbal on business-driven autoscaling
📺: https://ku.bz/_hMPY1FGj
Reposted by LearnKube
This article explains how to build a multi-tenant Kubernetes platform for GPU workloads using Kata Containers, custom CDI plugins, and NVLink fabric isolation to run containerized GPU jobs securely in virtual machines
➤ https://ku.bz/gvmky__4m
➤ https://ku.bz/gvmky__4m
February 6, 2026 at 5:46 PM
This article explains how to build a multi-tenant Kubernetes platform for GPU workloads using Kata Containers, custom CDI plugins, and NVLink fabric isolation to run containerized GPU jobs securely in virtual machines
➤ https://ku.bz/gvmky__4m
➤ https://ku.bz/gvmky__4m
Lynq Operator automates Kubernetes resource provisioning directly from database rows using Go templates and Sprig functions
➜ https://ku.bz/hpx6WyM4K
➜ https://ku.bz/hpx6WyM4K
February 6, 2026 at 5:31 PM
Lynq Operator automates Kubernetes resource provisioning directly from database rows using Go templates and Sprig functions
➜ https://ku.bz/hpx6WyM4K
➜ https://ku.bz/hpx6WyM4K
Reposted by LearnKube
Why move away from Terraform for cluster management? Zain Malik explains how his team faced lengthy provisioning times, fragmented tooling, and synchronization issues between Terraform state and cloud resources
Watch: https://ku.bz/5PLksqVlk
Watch: https://ku.bz/5PLksqVlk
February 6, 2026 at 3:06 PM
Why move away from Terraform for cluster management? Zain Malik explains how his team faced lengthy provisioning times, fragmented tooling, and synchronization issues between Terraform state and cloud resources
Watch: https://ku.bz/5PLksqVlk
Watch: https://ku.bz/5PLksqVlk
Reposted by LearnKube
This article explains how Kubernetes user namespaces work for container isolation and covers the security benefits of mapping container root users to unprivileged host users, thereby reducing privilege escalation risks
➤ https://ku.bz/1kmpsFXbB
➤ https://ku.bz/1kmpsFXbB
February 5, 2026 at 6:26 PM
This article explains how Kubernetes user namespaces work for container isolation and covers the security benefits of mapping container root users to unprivileged host users, thereby reducing privilege escalation risks
➤ https://ku.bz/1kmpsFXbB
➤ https://ku.bz/1kmpsFXbB
This article explains how CoreDNS works in OpenShift clusters, covering DNS resolution architecture where the 10th IP from service network is reserved for CoreDNS service
➜ https://ku.bz/wY0TJ3X8N
➜ https://ku.bz/wY0TJ3X8N
February 5, 2026 at 6:11 PM
This article explains how CoreDNS works in OpenShift clusters, covering DNS resolution architecture where the 10th IP from service network is reserved for CoreDNS service
➜ https://ku.bz/wY0TJ3X8N
➜ https://ku.bz/wY0TJ3X8N
This tool exposes Kubernetes cluster operations through the Model Context Protocol, allowing AI agents and tools to safely read cluster state and execute controlled actions like kubectl commands
➤ https://ku.bz/y_J4wlWXR
➤ https://ku.bz/y_J4wlWXR
February 5, 2026 at 5:41 PM
This tool exposes Kubernetes cluster operations through the Model Context Protocol, allowing AI agents and tools to safely read cluster state and execute controlled actions like kubectl commands
➤ https://ku.bz/y_J4wlWXR
➤ https://ku.bz/y_J4wlWXR
Korrel8r is a rule-based correlation engine that automatically discovers and graphs relationships between Kubernetes cluster resources and observability signals across Prometheus, Loki, Alertmanager, and the Kubernetes API
➜ https://ku.bz/tdFklzjTN
➜ https://ku.bz/tdFklzjTN
February 4, 2026 at 5:26 PM
Korrel8r is a rule-based correlation engine that automatically discovers and graphs relationships between Kubernetes cluster resources and observability signals across Prometheus, Loki, Alertmanager, and the Kubernetes API
➜ https://ku.bz/tdFklzjTN
➜ https://ku.bz/tdFklzjTN