Operator to streamline renovate executions in Kubernetes

https://github.com/mogenius/renovate-operator

This article provides an insightful, framework-driven overview of automated post-mortem generation, defining how AI transforms incident retrospectives from manual reconstruction into automated drafting based on existing artifacts. It introduces a structural model for evaluating tools rather than just summarizing vendor features.

https://www.arvoai.ca/blog/automated-post-mortem-generation

Pull Request-like Review/Approval flow for database queries. For compliant but smooth Engineering access to production.

https://github.com/kviklet/kviklet

kubectl debugging plugin to collect full or partial cluster state and serve via an api server. Kubernetes time machine

https://github.com/crust-gather/crust-gather

Deep-dive technical guide into the exact mechanics of pod restarts and configuration updates in Kubernetes

https://www.cncf.io/blog/2026/03/17/when-kubernetes-restarts-your-pod-and-when-it-doesnt/

The 10-step playbook to reduce K8s bills by 40-60%, focusing heavily on bridging the gap between requested and actually used resources.

https://leanopstech.com/blog/kubernetes-cost-optimization-guide-2026/

Hands-on comparison against a deliberately broken cluster, with real outputs and failure-mode differences. Practical for deciding where AI Kubernetes tools fit: scanner, agent framework, or natural-language kubectl layer.

https://decodeops.substack.com/p/k8sgpt-vs-kagent-vs-kubectl-ai-what

A userspace out-of-memory killer

https://github.com/facebookincubator/oomd

Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration

https://github.com/karmada-io/karmada

The article explores how integrating these two prominent tools can accelerate and enhance platform engineering initiatives.

https://platformengineering.org/blog/platform-engineering-with-crossplane-and-argocd

Containerlab focuses on the containerized Network Operating Systems which are typically used to test network features and designs

https://github.com/srl-labs/containerlab

Lessons from Moving a Live Production Database describes the complex process of migrating a massive dataset while keeping the service available to users.

The case study covers specific strategies for achieving zero downtime during a high-risk infrastructure change.

But is zero downtime always worth the engineering effort?

Imagine that you have two options:
1. Spend several weeks preparing and testing a zero-downtime migration.
2. Schedule 20 minutes of downtime during a low-traffic period.
Considering that 99.9% availability allows approximately 43 minutes of downtime per month, which option would you choose?
What factors would change your decision: revenue loss, SLA penalties, customer expectations, rollback complexity, or the size of the engineering team?
https://www.tines.com/blog/zero-downtime-database-migrations-lessons-from-moving-a-live-production/

Hands-on vendor-neutral instrumentation for GenAI spans, tool calls, token metrics, and trace exploration. Worth reading if you want AI-agent debugging to fit existing OTel/Grafana/Loki-style observability rather than a separate black box.

https://opentelemetry.io/blog/2026/genai-observability/

Kubernetes configuration tracking controller.

Wave watches Deployments, StatefulSets and DaemonSets within a Kubernetes cluster and ensures that their Pods always have up to date configuration.

By monitoring mounted ConfigMaps and Secrets, Wave can trigger a Rolling Update of the Deployment when the mounted configuration is changed.

https://github.com/wave-k8s/wave

Ministack: Free, open-source local AWS emulator - 55+ services, Terraform compatible, real databases. Free forever. MIT licensed.

https://github.com/ministackorg/ministack

Deep dive into Prometheus’s use-uncached-io work and why page cache behavior can make Kubernetes container memory metrics misleading. Useful for anyone running Prometheus at scale: covers memory predictability, compaction writes, OOM risk, and tradeoffs around direct I/O.

https://prometheus.io/blog/2026/03/05/uncached-io/