ansible How to Patch Linux Servers Using Ansible (Playbook Walkthrough) One Ansible playbook for Ubuntu and RHEL: rolling batches with serial, reboots only when required, and pre- and post-checks that stop a bad rollout early.
kubernetes Kubernetes Monitoring: A Layer-by-Layer Guide What to monitor in Kubernetes, from control plane and etcd to workloads, plus eBPF tracing with a DaemonSet, collection patterns and alerting that works.
artificial intelligence How to Structure a Second Brain for AI Agents Every knowledge method ever written assumes you wake up tomorrow still being yourself. An agent doesn't, and that changes the whole design.
artificial intelligence Do We Have AI Under Control? How We Govern an AI Workforce In March 2025 I asked whether we really have AI under control. Sixteen months running an AI workforce later: you govern the harness, not the model.
Governance “IT is far too expensive” – and why the bill lands on the wrong desk The licence price is the smallest number. Why cost control does not come from more central IT governance, but from named owners.
kubernetes Enterprise-Ready Kubernetes at Home: K3s on Ryzen Mini PCs with Cloudflare Tunnel A three-node K3s cluster with a real HA control plane, replicated storage and a tunnel that dials outward instead of a port that sits open — then how it scales up, out and hybrid without a rewrite. No Raspberry Pi, no public IP, nothing forwarded.
artificial intelligence AI Agent Memory: How We Give Stateless Agents Continuity An agent run is a process, not a person — it starts, works, exits, and forgets. Here's the workplace we built around that: five memory stores across Slack, a calendar and a per-agent Second Brain, and the rules that keep them from rotting.
Featured Cut your observability bill at the source Today we're launching LinkMesh — a control plane for your OpenTelemetry collector fleet that lets you drop the noise, redact the risk, and route what's left, before a single byte leaves your network.
observability Advanced Prometheus Querying For Sparse Data Why do PromQL metrics disappear when you zoom out? Learn how the 5-minute lookback delta, staleness markers, and step intervals silently drop sparse data — and the advanced query techniques to fix it. Applies to Prometheus, Grafana Mimir, and Thanos.
apache kafka Deploying Kafka in Production: From Zero to Hero (Part 5) Deploy a production-ready Apache Kafka cluster on Google Kubernetes Engine (GKE) using Strimzi Operator. Learn KRaft mode, automated scaling with Cruise Control, high availability, and best practices for secure, scalable Kafka on Kubernetes.
observability Application Observability Tracing Auto Instrumentation Exploring Application Observability in 2025: Can we achieve true zero-code distributed tracing & auto-instrumentation on Linux VMs? Tested OpenTelemetry Injector, eBPF tools like Beyla/OTel eBPF, and more. Progress is huge, but not fully magical yet.
observability Featured Observability - Reliability and Consistency with OpenTelemetry Weaver OpenTelemetry Weaver (v0.16.1) revolutionizes observability by enforcing Semantic Conventions in CI/CD pipelines. This CLI tool validates telemetry data, generates type-safe SDKs, and auto-documents signals, ensuring consistent, governable observability across systems.
kafka Deploying Kafka in Production: From Zero to Hero (Part 4) Learn to build a secure, scalable Kafka cluster on GCP with OAuth 2.0 authentication using Keycloak. This guide covers Strimzi OAuth libraries, custom Docker images, and enterprise-grade access control for production-ready messaging.
kafka Deploying Kafka in Production: From Zero to Hero (Part 3) Building a secure, scalable Kafka cluster on GCP with TLS encryption, mTLS authentication, and ACLs. Part 3 of our series explores a production-ready message bus setup on Docker, paving the way for enterprise-grade OAuth in Part 4.
kafka Deploying Kafka in Production: From Zero to Hero (Part 2) Learn how to deploy Apache Kafka in production with SASL/PLAIN authentication for secure client connections. This guide covers configuringproperties, enabling authentication, and verifying with Kafka UI. Build a scalable, enterprise-ready Kafka cluster.
kafka Deploying Kafka in Production: From Zero to Hero (Part 1) Learn how to spin up a single-node Apache Kafka with Docker, forming the solid foundation for a robust message bus on GCP. This post covers minimal configurations, basic ZooKeeper setup, and real-time streaming, setting the stage for advanced security and scalability.
artificial intelligence AI On Premise - Part 2 Practice Feed all your sensitive data into an AI knowledge base, that can answer your questions? No problem - as long it is running in house. Weaviate for AI-Powered Knowledge Management On Premise.
artificial intelligence AI On Premise - Part 1 Theory Weaviate for AI-Powered Knowledge Management On Premise. Discover how Weaviate, an AI-powered vector search engine, revolutionizes knowledge management.
general Azure AI - Automatically capture form data with artificial intelligence Revolutionize your expense recording process effortlessly using Microsoft Form Recognizer, an AI-powered document extraction service. This Azure-based solution seamlessly recognizes, extracts, and labels data from scanned or photographed receipts, converting them into JSON format.
Journey to an intelligent Azure Chat Bot - Part 5 In this blog series we build a versatile and useful chatbot based on azure, microsoft bot framework, nodejs, teams, chatgpt. Today - Dialog Design, Prompts, Validation and custom API Integrations.
chatbot Journey to an intelligent Azure Chat Bot - Part 4 In this blog series we build a versatile and useful chatbot based on azure, microsoft bot framework, nodejs, teams, chatgpt. Today - Dialog Design, Prompts, Validation and custom API Integrations.
chatbot Journey to an intelligent Azure Chat Bot - Part 3 In this blog series we build a versatile and useful chatbot based on azure, microsoft bot framework, nodejs, teams, chatgpt. Today we hook up the chatbot with microsoft teams
chatbot Journey to an intelligent Azure Chat Bot - Part 2 In this blog series we build a versatile and useful chatbot based on azure, microsoft bot framework, nodejs, teams, chatgpt. Today - Deploy Chatbot to Azure with an automated CICD Pipeline
cloud Featured Journey to an intelligent Azure Chat Bot - Part 1 In this blog series we build a versatile and useful chatbot based on azure, microsoft bot framework, nodejs, teams, chatgpt. Follow along on the journey
PRTG PRTG Monitoring - Intune App Installation States How you can use PRTG to monitor your intune apps and their rollout status on your intune managed devices