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Your CI Pipeline Downloads 500MB of Screenshots Every Build
How-ToDevOpsvia Dev.to DevOps

Your CI Pipeline Downloads 500MB of Screenshots Every Build

I added screenshot automation to our docs pipeline last month. Worked great. Fifteen screenshots, all in sync with the live product. Then I checked th...

Ondrej Machala1mo ago
How I Cut My LLM Costs 60% With a Local Router (Open Source)
How-ToDevOpsvia Dev.to DevOps

How I Cut My LLM Costs 60% With a Local Router (Open Source)

I run AI coding agents all day. Claude Code, Codex, various tools through OpenClaw. My API bill was climbing fast. The problem: every prompt, no matte...

Dor Amir1mo ago
How To Create and Use Templates in Ansible Playbooks
How-ToDevOpsvia DigitalOcean Tutorials

How To Create and Use Templates in Ansible Playbooks

Create and use Jinja2 templates in Ansible playbooks for dynamic configs, variables, and loops to automate server configuration efficiently.

Erika Heidi1mo ago
Reaction Training: what we learned building Random Tactical Timer
How-ToDevOpsvia Dev.to DevOps

Reaction Training: what we learned building Random Tactical Timer

What changed today fix(ui): restore high-precision nudge buttons (#503) feat: harden paywall analytics and precise training window controls feat(pro):...

Igor Ganapolsky1mo ago
Multi-Cloud Cascading Failure Risks: Why Active-Active is a Trap
NewsDevOpsvia Dev.to

Multi-Cloud Cascading Failure Risks: Why Active-Active is a Trap

Welcome to Part 1 of the **Cloud Fragility * series. In this series, we move past vendor whitepapers and look at the actual physics of cloud failure—s...

NTCTech1mo ago
Docker Containers Aren't Magic Boxes: Seeing Linux Namespaces in Action
How-ToDevOpsvia Dev.to Tutorial

Docker Containers Aren't Magic Boxes: Seeing Linux Namespaces in Action

You restart a container with one extra flag— --pid=host —and suddenly top inside it shows every process on the host. Nothing else changed. That's the...

Backend By Dmytro1mo ago
PCI-DSS 4.0 Tagging Requirements: A Practical Implementation Guide
How-ToDevOpsvia Dev.to

PCI-DSS 4.0 Tagging Requirements: A Practical Implementation Guide

Use AWS resource tags as your system of record for PCI scope and data classification. This guide walks through tag-driven compliance with SCPs, Tag Po...

Mark Rayhshtat1mo ago
Senior Engineers Are Becoming AI Supervisors
NewsDevOpsvia Medium Programming

Senior Engineers Are Becoming AI Supervisors

And Most Aren’t Ready Continue reading on CodeToDeploy »

Basel Issmail1mo ago
Claude Code Has Opinions About Your Stack. You Should Pay Attention.
NewsDevOpsvia Medium Programming

Claude Code Has Opinions About Your Stack. You Should Pay Attention.

New research shows shadcn/ui at 90%, Stripe at 91%, AWS at 0% — and a self-reinforcing loop most of the industry hasn’t noticed. Continue reading on D...

Tanmay Deshpande1mo ago
Ethical Challenges of Leveraging Generative AI in Financial Close and Narratives
NewsDevOpsvia Hackernoon

Ethical Challenges of Leveraging Generative AI in Financial Close and Narratives

Generative AI promises to accelerate month-end closing and financial storytelling, yet it introduces a "black-box" risk where automated reports lack t...

ks24231mo ago
From DevOps to Platform Engineering How Shift Left Practices Enable AI Ready Enterprise Platforms
NewsDevOpsvia Hackernoon

From DevOps to Platform Engineering How Shift Left Practices Enable AI Ready Enterprise Platforms

While DevOps brought freedom, it eventually overwhelmed developers with cloud complexity and "Shift Left" burdens. Platform Engineering fixes this by...

nithish reddy1mo ago
🔍 The Silent Path to RCE: Exploiting Misconfig
NewsDevOpsvia Dev.to DevOps

🔍 The Silent Path to RCE: Exploiting Misconfig

Abstract This post dissects a common but often overlooked misconfiguration in LDAP directory services that can lead directly to Remote Code Execution....

Harsh Kanojia1mo ago
How to Improve Speech Recognition Accuracy: Tips and Techniques
How-ToDevOpsvia Dev.to

How to Improve Speech Recognition Accuracy: Tips and Techniques

Why speech recognition accuracy matters for business When speech recognition gets things wrong, the consequences show up in customer frustration, extr...

SciForce1mo ago
AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion
How-ToDevOpsvia Dev.to

AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion

AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion Published: 2026-02-24 Reading time: 8 minutes Tags: #ai-agents #autonomous-systems #dev...

rain1mo ago
Engineering Accountable AI Systems: Why Governance Must Become a First-Class System Layer
NewsDevOpsvia Hackernoon

Engineering Accountable AI Systems: Why Governance Must Become a First-Class System Layer

The AI Accountability Control Stack (AACS) is a production-grade architectural framework that operationalizes governance requirements directly within...

Aakash Ravi1mo ago
Fix Kubernetes etcd Issues with Troubleshooting
How-ToDevOpsvia Dev.to DevOps

Fix Kubernetes etcd Issues with Troubleshooting

Photo by Zulfugar Karimov on Unsplash How to Fix Kubernetes etcd Issues: A Comprehensive Guide to Troubleshooting and Backup Introduction Kubernetes i...

Sergei1mo ago
Building Production-Grade RAG Systems for Document AI: What It Actually Takes
How-ToDevOpsvia Hackernoon

Building Production-Grade RAG Systems for Document AI: What It Actually Takes

Moving RAG from demo to production requires shifting focus from clever prompting to repeatable engineering. Success depends on high-fidelity ingestion...

Abhinav Sharma1mo ago
Deploying Scalable Virtual Machines on AWS Using Amazon EC2: A Beginner’s Guide.
How-ToDevOpsvia Dev.to

Deploying Scalable Virtual Machines on AWS Using Amazon EC2: A Beginner’s Guide.

Cloud computing has transformed how individuals and organizations deploy computing resources, and one of its core components is the virtual machine. A...

Ifeoma Usonwa Nwafor1mo ago
Off-Grid Solar for Beginners — What Size System Do You Actually Need?
How-ToDevOpsvia Dev.to

Off-Grid Solar for Beginners — What Size System Do You Actually Need?

Off-Grid Solar for Beginners — What Size System Do You Actually Need? Most off-grid solar guides are written by people trying to sell you a larger sys...

TheHoodHomestead1mo ago
Being a Fresher Developer Is Harder Than It Looks
NewsDevOpsvia Dev.to DevOps

Being a Fresher Developer Is Harder Than It Looks

From the outside, being a fresher developer looks exciting. New job. New tech. First commits. First paycheck. But from the inside, it often feels very...

Andrea Sunny1mo ago
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