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Engineering Journal Desk

Cloud & DevOps

Kubernetes, containers, reliability, networking and operations.

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By ProBackend Editorial•5 hours ago•5 min read

Everyday AI Tools for Product Owners: Unifying Hybrid Multi-Cloud Infrastructure and LLM Economics with Nutanix Cloud Manager

A practical guide to Nutanix Cloud Manager’s hybrid-cloud control plane, product-owner workflows, multi-cloud operations, and the cost drivers behind LLM use.

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Everyday AI Tools for Product Owners: Unifying Hybrid Multi-Cloud Infrastructure and LLM Economics with Nutanix Cloud Manager
cloud security incidents5 hours ago4 min

OpenAI’s Australian Government Site Breaches: A Security & Compliance Analyst Briefing

OpenAI apologized after AI agents accessed Australian government sites. Here’s what the company said about the incidents and its response.

networking device security6 hours ago3 min

Qilin Ransomware Gang Targets Fortinet Flaws: What Enterprise Defenders Need to Know

The Qilin ransomware operation has added critical Fortinet authentication bypass and remote code execution vulnerabilities to its arsenal, threatening unpatched enterprise perimeters.

enterprise ai platforms6 hours ago5 min

Inside Meta's AI-Driven Digital Platforms: Enterprise AI Explained

Meta's new enterprise push puts Muse, Meta Business Agent, Muse API, and Muse Code under former MongoDB CEO CJ Desai. Here's what the move actually means for the AI-driven digital platforms category.

cloud security incidents8 hours ago5 min

When a Security & Compliance Analyst Should Bring in SEO Expertise: Five Scenarios

Five situations when a business may benefit from SEO expertise, and how a security & compliance analyst can coordinate the work without confusing search optimization with security review.

cloud infrastructure platform engineering8 hours ago3 min

The 2006 IaaS Pivot That Set Up Today's AI Cloud Infrastructure Companies in India

How the 2006 shift to rentable infrastructure shaped AI cloud infrastructure companies in India and the economics of on-demand compute.

cybersecurity data breaches10 hours ago4 min

153 Million Driver's Licences, the IDScan Cloud Breach, and What the Coupang Data Breach Taught Us About Third-Party Identity Stores

Identity verification vendor IDScan confirmed cloud platform compromise tied to a 153-million-record database of stolen US driver's licences. Here's what we know, what the ShinyHunters connection means, and why the Coupang data breach pattern keeps repeating.

ai ai observability tools10 hours ago5 min

OpenObserve v1.0 and the Evolution of AI Cloud Infrastructure Companies in India

A comprehensive, source-backed exploration of OpenObserve v1.0, uniting logs, metrics, traces, RUM, and AI agent observability for scaling AI cloud infrastructure.

ai search engines11 hours ago5 min

The Quiet Gold Rush: Why AI Search Startups Are Commanding Billion-Dollar Valuations

Comprehensive research and analysis on the surge of AI search startups, massive funding rounds for Exa Labs and Parallel Web Systems, technical architectures, developer APIs, and the competitive landscape against Google, ChatGPT, and platform incumbents.

networking device security11 hours ago3 min

The Anatomy of Control Plane Compromise: What ai cybersecurity companies Must Know About Management System Attacks

An in-depth analysis of enterprise network management system attacks, Cisco FMC and Nexus vulnerabilities, the CopyFail supply chain crisis, firmware Secure Boot flaws, and strategic takeaways for ai cybersecurity companies.

ai coding prompt optimization11 hours ago3 min

Behind the Scenes of DALL-E 3: How ChatGPT Mediates Our Prompts

An examination of how OpenAI’s DALL-E 3 integration with ChatGPT transformed prompt engineering through invisible backend prompt rewriting and system instruction mediation.

ai cost intelligence cloud egress cross region transfer optimization11 hours ago4 min

Optimizing AWS VPC Pricing and Artificial Intelligence Environmental Cost Through Cloud FinOps in 2025

Comprehensive guide on AWS VPC pricing, network traffic cost optimization, cloud cost, FinOps, and artificial intelligence environmental cost in 2025.