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One of the most common performance bottlenecks in analytics is running the same expensive aggregations over and over again. Imagine querying billions of rows every time a dashboard loads just to calculate daily events, page views, or user activity. As your data grows, those queries become slower and
I built DivineEast — an interactive website that brings Chinese folk religion and mythology to the English-speaking world. A digital temple featuring 16 Chinese deities (Cai Shen, Guan Yu, Guan Yin, Sun Wukong, Nezha, and more), each with backstory, iconography, and worship traditions explained in d
Pay attention to the next thing you copy on your computer. Actually watch yourself do it. You don't do one thing. You do two: you select the text, then you press Ctrl+C. And if your hands are on the mouse, it's often worse — select, right-click, hunt for "Copy" in a menu, click it. Two steps, someti
One of the first questions founders ask before building a SaaS product is simple: How much will an MVP cost? The honest answer is: It depends on the scope. But that answer alone is not very helpful. A better answer explains what you are actually paying for, which features increase development costs,
AI-generated images create a specific performance problem most optimization guides don't cover: you don't know the image dimensions, format, or content until generation completes — but you still need to avoid layout shift and slow loading. Here's how I approached it building free AI image generator
I'm thrilled to announce the release of goheapguard v1.0.0 - a lightweight, GC-aware object pooling library for Go that completely eliminates heap allocations and reduces GC pauses by up to 100x! 🎉 In Go, every new() or &Struct{} allocation puts pressure on the Garbage Collector (GC). When you hand
Why AI Systems Need State Management More Than Bigger Context Windows Every time a new model launches with a larger context window, the same conversation appears. Now we can fit more information into a single request. More documents. More conversation history. More workflow data. More memory. The as
Building an AI agent is like the difference between reading a cookbook and actually running a busy restaurant kitchen. A plain Large Language Model (LLM) call is a static recipe it’s predictable but passive. An agent is the chef who sees the ticket, checks the pantry, adapts the plan when the oven b
Vector databases are the quiet powerhouse behind generative AI, semantic search, and real-time recommendation engines. Picking the right one isn't just an engineering detail, it's a decision that ripples through your cloud bill, your system's scalability, and the experience your users actually get.
Hey fam 👋 This is my first ever dev article, and yes - I'm nervous. So real talk — nobody warned me that learning to code would sometimes feel like arguing with a robot that's always right and never explains why you're wrong. That robot? Git. If you're a first-time developer, you've probably alread
If you have 10 minutes to spare, you have enough time to tackle this effective core workout that puts you through two rounds of fast-paced exercises to target your upper and lower abs.
New research suggests AI model collapse isn't inevitable. Scientists found that even tiny amounts of real human data may prevent AI from degrading itself.
I thought KitchenAid couldn’t improve the Artisan stand mixer — I was wrong.
OnePlus has confirmed the launch date for the Nord Buds 4 in India after teasing the earbuds last week. The company has also revealed some of their key specifications ahead of the launch. The OnePlus Nord Buds 4 will launch in India on June 25, the company confirmed in a post on X. Meanwhile, an Ama
Microsoft is launching the new Surface Pro and Surface Laptop, now powered by Qualcomm's Snapdragon X2 chips. The Surface Pro 13" comes in Platinum, Black, and Dune colorways, and the company says it "combines the flexibility of a tablet with the capability of full Windows". It starts at $1,499 and
The post Altcoins Aren’t Dead, But the Easy Money Era Is Over: CryptoQuant appeared first on Coinpedia Fintech News CryptoQuant CEO Ki Young Ju believes altcoins are not dead, but the market has changed dramatically. In a recent post on X, Ju argued that the days of making money from tokens backed o
VideoMLA’s low‑rank latent KV cache cuts KV‑cache demand by roughly 90 % and LongLive‑RAG’s retrieval‑augmented memory helps mitigate the temporal drift introduced by sliding‑window attention. The KV‑cache reduction comes from replacing per‑head keys and values with a shared low‑rank latent, shaving
Containers give us isolation, but by default they still share the host's attack surface more than many realize. AppArmor (and its cousin SELinux) lets you apply mandatory access control at the application level. When used with Podman or Docker, you can dramatically reduce what a compromised process
One of the biggest misconceptions surrounding artificial intelligence is that it eliminates the need for human thinking. In my experience, the opposite is happening. AI does not replace thinking. It amplifies it. Good thinking produces better outcomes. Poor thinking produces faster mistakes. And tha
👋 Hi, I'm Muhammad Nouman Ijaz — and This Is My First Post on DEV! Every developer has a story, and this is the beginning of mine being shared publicly. If you're reading this: welcome, and thank you for being here. I've been coding for a while now, learning through tutorials, side projects, and a
