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    Insights, tutorials, and thoughts on modern DevOps, Kubernetes, and cloud-native technologies.

    AI
    Agents
    CI/CD
    GitOps
    Kubernetes
    Slack
    DevOps
    Ankra

    Building Pipeline Agents with the Ankra CLI

    A practical guide to wiring an infrastructure agent into your CI: review comments on pull requests, deploy verification on merge, and Slack reports that contain an actual root cause instead of a red X.

    June 10, 2026
    12 min read
    AI
    Cursor
    DevOps
    Kubernetes
    Platform Engineering
    GitOps
    Developer Experience
    Ankra

    Using Cursor with the Ankra CLI as an Infrastructure Subagent

    Cursor is good at application code but loses context the moment a change crosses into Kubernetes, Helm, and CD pipelines. Adding the Ankra CLI as an infrastructure subagent gives it cluster-aware grounding so developers and platform teams can work on the same artifacts.

    May 21, 2026
    6 min read
    AI
    DevOps
    GitOps
    Kubernetes
    Platform Engineering
    Self-Service
    Ankra

    Drafts, Approvals, GitOps: Letting an AI Build Production Without Breaking It

    AI agents have wiped real production databases this year. Replit's went down during a code freeze, Cursor's took nine seconds via Terraform. Here's how Ankra's draft-first, GitOps-backed AI gives teams a senior DevOps agent without that failure mode.

    May 6, 2026
    10 min read
    Kubernetes
    DevOps
    Komodor
    Ankra
    AI SRE
    Platform Engineering
    GitOps
    BYOK

    Komodor vs Ankra: Observe Your Kubernetes, or Operate It?

    Komodor's Klaudia is a good AI SRE. Ankra is the next step: an AI that operates the full lifecycle of your apps and infrastructure, runs on any Kubernetes you bring, and keeps Git as the source of truth. Here's the honest comparison.

    April 17, 2026
    14 min read
    Local Dev
    Stacks
    Kubernetes
    DevOps
    GitOps
    Staging
    CI/CD

    How a 5-Person Team Cloned Production for Local Dev and Never Looked Back

    A real walkthrough of using Ankra Stacks to clone production-like infrastructure for local development, on-demand staging, QA review, and client demos. From OrbStack on a laptop to GitHub Actions to production.

    March 22, 2026
    14 min read
    Kubernetes
    Edge Computing
    AI
    CI/CD
    GitOps
    DevOps
    Ankra

    Kubernetes on the Edge: One Platform to Rule Them All

    Edge Kubernetes is exploding, but our operational tooling has not kept up. Here is how Ankra delivers a true single pane of glass combining AI-powered troubleshooting, native GitOps, and stack cloning to turn weeks of cluster setup into minutes.

    March 5, 2026
    12 min read
    AI
    Incident Management
    DevOps
    Kubernetes
    Slack
    Observability
    Ankra

    AI Incident Management: From Alert to Resolution in Minutes

    Stop drowning in alerts. Learn how Ankra's AI-powered incident management delivers root cause analysis and actionable fixes directly to Slack, reducing debugging time from hours to minutes.

    January 17, 2026
    8 min read
    Delivery
    DevOps
    CI/CD
    GitOps
    Kubernetes
    Ankra

    Delivery that understands your stack

    Traditional CI is fine. Delivery is where teams still bleed time. Learn how Ankra transforms delivery from a scripting problem to a graph problem, reducing pipeline build time from weeks to hours.

    August 11, 2025
    12 min read
    Kubernetes
    DevOps
    Production
    Best Practices
    Homelab

    The Minimalist’s Guide to Homelab Setup

    Deploy your favourite and essential homelab applications with Ankra in just a few clicks

    August 11, 2025
    15 min read
    Kubernetes
    DevOps
    Production
    Best Practices

    Kubernetes Best Practices for Production Deployments

    Master the essential strategies and patterns for running reliable, scalable applications on Kubernetes in production. Learn from real-world examples and avoid common pitfalls.

    August 6, 2025
    15 min read