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Stop AI from Hallucinating Your Kubernetes YAML

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ITNEXT

· ~6 min read · October 18, 2025 (Updated: October 18, 2025) · Free: Yes

Using a vCluster YAML MCP Server

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Building an AI Agent That Runs Your SRE Operations — What I Learned, What Works, and How You Can Do…

Stackademic

Stackademic

· ~13 min read · April 8, 2026 (Updated: April 9, 2026) · Free: Yes

Every SRE team has the same story. Here is how we change the ending.

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TypeScript + OpenTelemetry: End-to-End Tracing from Browser to Node Without Guesswork

~6 min read · December 6, 2025 (Updated: December 8, 2025) · Free: No

How to follow a single user action from click to database query without grepping logs or guessing...

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Claude Code: creating Kubernetes debugging AI Agent for VictoriaMetrics

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ITNEXT

· ~32 min read · June 30, 2026 (Updated: June 30, 2026) · Free: Yes

Creating a Claude Code Marketplace and a Claude Code Plugin with a custom AI agent for Kubernetes...

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Build your own Managed Kubernetes Service on Proxmox with CAPI

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ITNEXT

· ~14 min read · October 18, 2025 (Updated: December 22, 2025) · Free: Yes

Build your own KaaS platform on Proxmox with Cluster API.

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Kubernetes configuration transformation orchestrators

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ITNEXT

· ~7 min read · August 6, 2026 (Updated: August 6, 2026) · Free: Yes

Transformation is a powerful technique used by config-as-data tools, such as kustomize, kpt, and...

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Real Engineers Reviewed Komodor and Groundcover. Here's What They Didn't Think to Ask.

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ITNEXT

· ~9 min read · June 4, 2026 (Updated: June 4, 2026) · Free: No

Two of the most popular Kubernetes management tools on the market have serious problems that...

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VictoriaTraces: Tracing, Observability, and OpenTelemetry

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ITNEXT

· ~16 min read · July 10, 2026 (Updated: July 10, 2026) · Free: Yes

OpenTelemetry and Observability in theory, deploying VictoriaTraces on Kubernetes, integration...

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From Prompts to Loops: Building Autonomous Coding Agents

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ITNEXT

· ~8 min read · June 28, 2026 (Updated: June 28, 2026) · Free: No

Why developers are moving from writing prompts to writing the systems that write prompts

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I setup Kubermatic SecureGuard before it even existed

~8 min read · March 24, 2026 (Updated: March 24, 2026) · Free: Yes

Kubermatic just released SecureGuard — an open-source secrets management platform built on...

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From Physical Servers to Virtual Kubernetes Clusters

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ITNEXT

· ~10 min read · October 23, 2025 (Updated: October 24, 2025) · Free: Yes

Understanding the need for Kubernetes multi-tenancy with vCluster

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Apache Iceberg Compaction Best Practices

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ITNEXT

· ~31 min read · September 6, 2026 (Updated: September 6, 2026) · Free: Yes

A production guide to compaction strategies, parameter tuning, maintenance sequencing, and...

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MCP 2.0 Is Mostly Deletion. That's The Good Part.

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ITNEXT

· ~14 min read · July 27, 2026 (Updated: July 28, 2026) · Free: Yes

Ok. MCP just shipped the biggest change since the day it launched, and the headline isn&#39t a...

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Is Node-RED Production Ready for Industrial Automation? Real-World PLC and Factory Deployments

~8 min read · March 10, 2026 (Updated: March 10, 2026) · Free: Yes

Walker Reynolds, Klaus Landsdorf, and Oriol Rius discuss how Node-RED is used in real Industry...

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Benchmark, Profile, Prove: A 12x Go Performance Win

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ITNEXT

· ~13 min read · July 29, 2026 (Updated: July 29, 2026) · Free: Yes

How pprof and benchstat found schema recompilation hiding in a Grafana Kafka plugin&#39s hot path

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Inside Azure's AI Superfactory: How "Fairwater" Turns Every Gigawatt Into Useful Tokens.

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ITNEXT

· ~8 min read · November 14, 2025 (Updated: November 14, 2025) · Free: No

A practical deep dive into the two-story liquid-cooled racks, flat AI fabric, and planet-scale AI...

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Validating, scoring, and gating Kubernetes configuration after every change

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ITNEXT

· ~7 min read · July 29, 2026 (Updated: July 30, 2026) · Free: Yes

Validating triggers provide the kind of guardrails that AI agents need in order to verify their...

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Kafka SASL Authentication: Usage & Best Practices

~8 min read · August 19, 2025 (Updated: August 20, 2025) · Free: Yes

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AI Agents Don't Need Smarter Retrieval. They Need a Config Database

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ITNEXT

· ~5 min read · July 28, 2026 (Updated: July 30, 2026) · Free: Yes

Today&#39s AI agents are smart enough. They fail at Kubernetes chores anyway, because the answers...

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A new Kubernetes package installer

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ITNEXT

· ~8 min read · May 26, 2026 (Updated: May 26, 2026) · Free: Yes

Introduces a Kubernetes package installer designed for simple installation and post-installation...

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Is This a Tool, a Skill, or an Agent?

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ITNEXT

· ~22 min read · June 20, 2026 (Updated: June 20, 2026) · Free: No

A map of the Generative AI stack, and how everything fits

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AI vs Data Science vs ML: The Choice That Could Make or Break Your Future

DataDrivenInvestor

DataDrivenInvestor

· ~10 min read · October 13, 2025 (Updated: October 13, 2025) · Free: No

Why learning the wrong label in 2025 could cost you thousands, and how one quiet field is...

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Dynamic And Static Health Framework (DASH) At OVHCloud

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ITNEXT

· ~21 min read · November 7, 2025 (Updated: November 7, 2025) · Free: No

Unified Quality Framework with Machine-Readable Reports and Transparent Governance

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Best Jupyter Notebook Alternatives in 2025

Pathway to Data Analysis

Pathway to Data Analysis

· ~7 min read · June 21, 2025 (Updated: June 22, 2025) · Free: No

I&#39ve been using Jupyter Notebook since 2019, when it was introduced in a cloud computing...

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Shutdown Signals with Docker Entry-point Scripts

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ITNEXT

· ~5 min read · August 17, 2020 (Updated: January 2, 2026) · Free: Yes

Shutdown signals are hard to understand to start. Even harder when you add Docker and Entry-point...

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We Built Google Maps for Kubernetes.

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ITNEXT

· ~14 min read · July 15, 2026 (Updated: July 16, 2026) · Free: No

The first time you look at a map of Europe, you don&#39t need a legend to know Italy is the boot-...

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9 Apache Spark Alternatives You Should Know in 2026

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ITNEXT

· ~18 min read · August 2, 2026 (Updated: August 2, 2026) · Free: Yes

Spark is not the only engine anymore. Here are the tools replacing it for compaction, analytics,...

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Creating a Tailwind CSS Portfolio Website with Claude AI

Stackademic

Stackademic

· ~10 min read · September 14, 2024 (Updated: November 16, 2024) · Free: No

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The invisible crisis in AI Observability

~4 min read · July 3, 2026 (Updated: July 3, 2026) · Free: Yes

Every time something breaks in production, most teams have no idea where to look, not just AI...

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Understanding IAM Policy Evaluation Logic and Permission Boundaries in AWS

AWS in Plain English

AWS in Plain English

· ~6 min read · November 7, 2024 (Updated: November 13, 2024) · Free: No

Use IAM Policy Evaluation Logic and Permission Boundaries to secure and delegate AWS access with...

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7 Data Compaction Engines for Apache Iceberg in 2026

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ITNEXT

· ~16 min read · July 10, 2026 (Updated: July 12, 2026) · Free: Yes

Compaction used to be running Spark on cron jobs. Now we have smarter options: what are they, and...

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Deploying SageMaker Endpoints With CloudFormation

TDS Archive

TDS Archive

· ~5 min read · August 16, 2022 (Updated: August 17, 2022) · Free: No

Infrastructure As Code With SageMaker

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From Zero to Event-Driven: Migrating a Traditional CRUD App to Axon Framework

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ITNEXT

· ~8 min read · June 2, 2026 (Updated: June 2, 2026) · Free: No

A Step-by-Step Refactoring Journey — Same Domain, Radically Different Architecture

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Vibe Coding a Kubernetes Media Server: What I Learned About AI-First Engineering

~15 min read · March 25, 2026 (Updated: March 25, 2026) · Free: Yes

Zero Kubernetes experience. One week of vibe coding. What AI gets right — and where it needed a...

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nb-cli: A Command-Line Interface for AI Agents and Notebook Automation

Jupyter Blog

Jupyter Blog

· ~10 min read · May 11, 2026 (Updated: May 11, 2026) · Free: Yes

The rise of AI coding agents has transformed how we think about developer tools. Large language...

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Under the Hood: Using OpenTelemetry to Monitor Your AI Coding Agent

ITNEXT

ITNEXT

· ~7 min read · June 2, 2026 (Updated: June 3, 2026) · Free: No

As you incorporate coding agents into your workflow, understanding how they behave becomes...

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Using Kubernetes ConfigMaps as a Real-Time State Store

Sahibinden Technology

Sahibinden Technology

· ~7 min read · April 16, 2026 (Updated: April 16, 2026) · Free: Yes

What if your services could react to configuration changes the moment they happen — no message...

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DevOps — Logging Standards and Best Practices

~8 min read · June 25, 2024 (Updated: November 22, 2024) · Free: No

Logging is an art form, and log messages are one of the primary tools developers use to...

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FrontOps. How structured logging saves you from console output chaos

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ITNEXT

· ~8 min read · October 24, 2025 (Updated: October 25, 2025) · Free: No

One library can solve all your development problems and make it predictable

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Finding & Exploiting Exposed Google API Keys for Bug $Bounties

InfoSec Write-ups

InfoSec Write-ups

· ~13 min read · May 23, 2026 (Updated: May 23, 2026) · Free: No

Turn exposed Google API keys into real-world impact by accessing Gemini and other Google services...

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Kafka Oauth Bearer OIDC setup with Azure Event Hubs and Azure Active Directory

Towards Data Engineering

Towards Data Engineering

· ~7 min read · March 4, 2023 (Updated: February 26, 2025) · Free: Yes

You can read the initial Kafka Oauthbearer OIDC Keycloak setup tutorial to have a better...

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A Mental Model for Claude Code: Skills, Subagents, and Plugins

Level Up Coding

Level Up Coding

· ~12 min read · March 4, 2026 (Updated: March 4, 2026) · Free: Yes

I spent weeks confused by the feature ecosystem. Here is the mental model I wish I had from the...

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Your Customers Shouldn't Be Your Alert System: A Deep Dive into MELT

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ITNEXT

· ~16 min read · August 25, 2026 (Updated: September 2, 2026) · Free: Yes

Stop relying on users to report outages. Learn how unifying MELT, OpenTelemetry, & modern...

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The Best Developer Platform Might Be the One Nobody Opens

ITNEXT

ITNEXT

· ~24 min read · June 9, 2026 (Updated: June 9, 2026) · Free: Yes

Building an AI Native Developer Platform on Kubernetes and Why It Is Becoming a Core Part of...

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Data Lakehouse: Infrastructure

fresha-data-engineering

fresha-data-engineering

· ~6 min read · September 19, 2025 (Updated: September 20, 2025) · Free: Yes

Architecting a sophisticated Data Lakehouse platform on AWS, using EKS and cutting-edge...

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