Kubernetes Dashboard to Headlamp: A Practical Migration Guide
Migrate from Kubernetes Dashboard to Headlamp with this step-by-step guide. Learn about architecture differences, installation methods (Helm/CLI), OIDC auth, and multi-cluster workflows.
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Building a Custom Metrics Exporter for Kubernetes
Kubernetes exposes CPU and memory, but scaling often depends on application-specific signals like queue depth or latency. This guide explains how to build a custom metrics exporter, package it as a container, and wire it into a cluster so Prometheus and the HorizontalPodAutoscaler can act on real business logic.
GitHub Code Scanning Adds ‘Mitigated’ Dismissal Reason
GitHub introduces a new ‘Mitigated’ dismissal reason for code scanning alerts, allowing teams to document when external controls manage a vulnerability.
GitHub Separates Code Quality from Code Scanning in Actions Paths
GitHub has introduced a dedicated workflow path for GitHub Code Quality, separating it from code scanning in Actions usage reports and run history.
GitHub adds audit log tracking for Code Quality enablement
GitHub Code Quality now emits audit log entries for enablement and configuration changes. This update introduces three specific events—repo.code_quality_enabled, repo.code_quality_disabled, and repo.code_quality_updated—allowing administrators to track who changed settings and when, which is critical for billing visibility regarding active committers.
GitHub adds trend tracking to organization Code Quality dashboard
GitHub has introduced a new Trends tab in the organization-level Code Quality dashboard, allowing teams to visualize changes in open findings over 7, 14, or 30-day periods and identify repositories driving quality improvements or regressions.