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Zero Downtime: The Role of Smart PLCs in Predictive Ops

Every Operations professional knows the dread of the 3 AM pager duty call. In the software world, this usually means a server crash or a database deadlock. But in the world of manufacturing and physical operations, the stakes-and the costs-are often higher. A halted assembly line in an automotive plant or a pharmaceutical facility can cost upwards of $10,000 per minute.

Bridging the Gap: How Modern PLCs Power IT Analytics

Historically, the manufacturing world has been defined by the "Data Silo." The factory floor-dominated by Operational Technology (OT)-and the server room-governed by Information Technology (IT)-existed as two distinct ecosystems. They spoke different languages, prioritized different metrics, and rarely interacted.

How to Save TikTok Videos the Smart Way: A Practical Guide for Any Device

TikTok moves fast, faster than most apps we've seen in years. One moment you're laughing at someone trying a viral pasta hack, the next you're stunned by a creator who casually drops a life-changing tip. Naturally, you want to save a few of those clips to revisit later. But figuring out which tools are safe, private, and actually work across devices? That's where things get messy.

Do This To Ensure You Maximise Business Sales in 2026

You cannot stand on your laurels when it comes to making your sales quotas. Things change at such a pace these days that if you aren't ahead of the curve, you will be losing out. That is why you must consider the following suggestions for business success in the coming year of 2026. Read on to find out what they are.

Elephant in the Room, Episode 1: Working with Long Form Text in PostgreSQL and Django

Welcome to “Elephant in the Room – Presented by Aiven. In this new live series, we dig into the real-world challenges developers face when building modern applications on PostgreSQL, the elephant everyone depends on but few truly understand. Episode 1: Join Jay Miller, Staff Product Advocate at Aiven, and special guest Jeff Triplett, Partner & Engineer at REVSYS and long-time Django community leader, as they explore how developers can harness PostgreSQL’s native text-search capabilities to build faster, smarter, and more efficient applications.

How to monitor Amazon Bedrock AgentCore AI agent infrastructure in Grafana Cloud

Modern AI agents are now highly advanced, frequently becoming essential components of engineering workflows and deployment pipelines. However, operating these systems often feels like trying to navigate a ship through a dense fog. When an agent errors, slows down, or consumes excessive resources, engineers find themselves adrift, lacking the navigational charts needed to diagnose the problem. The absence of deep insight makes debugging, performance tuning, and cost management unnecessarily difficult.

Welcome to the Next Frontier: AI on Kubernetes

Last week’s KubeCon Atlanta made one thing abundantly clear, Kubernetes is quickly becoming the de facto platform for AI workloads – with the event lineup chock full of talks, workshops, and even co-located events dedicated to AI, machine learning and running data on Kubernetes natively – with approximately 50 (!) sessions in total focused on AI, ML, LLM, and GenAI topics.. What was until now mostly PoCs and aspirational is now truly delivering in production.