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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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We're a 3-person tech team running production Kubernetes — So we built an AI SRE

~9 min read · April 17, 2026 (Updated: April 17, 2026) · Free: Yes

We build a decentralized data platform. Client data never leaves their infrastructure — that&#39s...

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Backup and Restore MySQL 8 Database with XtraBackup

~2 min read · November 13, 2019 (Updated: December 12, 2021) · Free: Yes

What is XtraBackup?

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LiteLLM: Metrics, Traces, and VictoriaMetrics Stack Integration

ITNEXT

ITNEXT

· ~13 min read · July 21, 2026 (Updated: July 21, 2026) · Free: Yes

Configuring metrics and traces from LiteLLM to VictoriaMetrics and VictoriaTraces. iteLLM...

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Kafka SASL_SSL docker setup with OAUTHBEARER Keycloak OIDC

Art of Data Engineering

Art of Data Engineering

· ~7 min read · July 1, 2023 (Updated: February 27, 2025) · Free: Yes

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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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Your LLM Is Overqualified for Half Its Job: Jev for Cloud, DevOps and SRE Pipelines

ITNEXT

ITNEXT

· ~19 min read · September 25, 2026 (Updated: September 25, 2026) · Free: Yes

Filipe Motta · Jev, TypeSafe AI, DevOps, SRE, CI/CD, Kubernetes · 2026

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IaC in the SRE Lens: War Stories and the Future

ITNEXT

ITNEXT

· ~9 min read · October 13, 2025 (Updated: October 13, 2025) · Free: Yes

Introduction

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Marp: Crafting Beautiful Presentations with Markdown

~6 min read · July 22, 2025 (Updated: October 15, 2025) · Free: No

Effortless Slides, Powerful Impact

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Docker VPN & userspace Wireguard…

~6 min read · October 1, 2020 (Updated: March 31, 2023) · Free: Yes

Adventures building a vpn server

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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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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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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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Transcribing any Youtube Video with Python: A Step-by-Step guide

~5 min read · July 23, 2024 (Updated: November 20, 2024) · Free: Yes

Script that actually works

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AI coding agents write code fast. Why does review take so long?

~11 min read · October 1, 2026 (Updated: October 1, 2026) · Free: No

How to prevent scope creep, unnecessary refactors, and oversized pull requests with a task brief...

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From Prompts to Loops: Building Autonomous Coding Agents

ITNEXT

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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Micronaut vs Quarkus: The Battle for Supersonic JVM Apps

~3 min read · June 15, 2025 (Updated: June 15, 2025) · Free: No

When it comes to building lightweight, high-performance Java applications, Micronaut and Quarkus...

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Build your own Managed Kubernetes Service on Proxmox with CAPI

ITNEXT

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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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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Software 2.0

~9 min read · November 11, 2017 (Updated: December 7, 2022) · Free: Yes

I sometimes see people refer to neural networks as just "another tool in your machine...

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The New Agents Window in VS Code: A Technical Deep Dive into the Agent Host, Sessions, Hooks, and…

ITNEXT

ITNEXT

· ~14 min read · August 3, 2026 (Updated: August 3, 2026) · Free: No

VS Code now ships a dedicated Agents window, a second window built for running and tracking AI...

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Observability Is Converging. Humans Aren't the Only Ones Querying It Anymore

ITNEXT

ITNEXT

· ~11 min read · August 17, 2026 (Updated: August 17, 2026) · Free: Yes

Putting metrics, logs, and traces into one columnar store, querying them together, and holding up...

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Shutdown Signals with Docker Entry-point Scripts

ITNEXT

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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Kafka SASL Authentication: Usage & Best Practices

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

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Microsoft Foundry's New Agent Stack, Explained in 12 Diagrams

ITNEXT

ITNEXT

· ~17 min read · September 29, 2026 (Updated: September 29, 2026) · Free: No

Tool search that cuts input tokens by more than 97%, native voice agents, crash-resilient hosted...

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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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Stop AI from Hallucinating Your Kubernetes YAML

ITNEXT

ITNEXT

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

Using a vCluster YAML MCP Server

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What Is kubara? A GitOps-First Approach to Reusable Kubernetes Platforms

ITNEXT

ITNEXT

· ~10 min read · July 21, 2026 (Updated: July 21, 2026) · Free: Yes

How kubara combines a declarative platform contract, a curated component catalog, and Argo CD to...

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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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I Ignored 30+ OpenClaw Alternatives Until OpenFang

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

Fully open-source Agent Operating System, written entirely in Rust, shipping as a single 32 MB...

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

ITNEXT

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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AI is Here to Stay: Navigating the Uncertainty as a Developer

ITNEXT

ITNEXT

· ~7 min read · July 28, 2026 (Updated: July 29, 2026) · Free: No

It is hard to find someone in software development/IT whose job wasn&#39t affected in some way by...

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22 More Ways to Make Money with n8n (No Code, No Nonsense)

~6 min read · October 2, 2025 (Updated: October 11, 2025) · Free: No

By very popular demand: after my first piece — "11 Ways to Make Money with n8n (Without...

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This simple secret makes AI infinitely more intuitive.

AI Advances

AI Advances

· ~6 min read · December 13, 2025 (Updated: December 14, 2025) · Free: No

Once you see it this way, you&#39ll never unsee it.

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7 Data Compaction Engines for Apache Iceberg in 2026

ITNEXT

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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GitOps with Terraform using tofu-controller: Grafana and Hashicorp Vault as Code

~5 min read · January 21, 2026 (Updated: January 21, 2026) · Free: Yes

Why GitOps shouldn&#39t stop at Kubernetes.

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Dynamic And Static Health Framework (DASH) At OVHCloud

ITNEXT

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

ITNEXT

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

ITNEXT

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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A new Kubernetes package installer

ITNEXT

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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Building an AI Native Developer Platform

ITNEXT

ITNEXT

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

Developers are the primary actors in a software engineering organization — and with that top of...

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This is why you should not learn to use Docker

ITNEXT

ITNEXT

· ~3 min read · October 11, 2025 (Updated: October 11, 2025) · Free: Yes

You&#39re a developer and you think you should "Learn to use Docker" ? Today, I&#39ll...

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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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