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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
Good morning, class! Welcome back. In our last lesson, we explored how GraphQL fundamentally addresses the issues of over-fetching and under-fetching. Today, we are going to connect those architectural concepts directly to real-world React Native screen complexity. Our Goal today is to understand ho
The PR had 47 changed files. Three new React components, two API routes, a context provider, and what appeared to be an entire form validation library. All generated in under two hours by an AI agent following a prompt I wrote while eating lunch. "This is incredible," I thought. "This would have tak
Your Claude Code session just spit out a perfect PR description, refactored three services, and drafted commit messages for the entire sprint. Clean. Fast. Efficient. Then you realize: it had access to your production AWS credentials. They were sitting in the .env file from last week's hotfix. Nobod
This is a submission for the June Solstice Game Jam The Starwarden is a browser platformer: collect starlights to push back rising darkness, fight Murklings with fireballs, and clear the sky before the Murk wins. I wanted light to feel like a scarce, urgent resource — every starlight buys the world
Yesterday was focused on the kind of product work that often happens behind the scenes but directly affects the quality of the user experience. The team worked on improving access to promotional experiences within the platform, making it easier for users to discover offers and value-driven moments.
Most developers learn a hard lesson at some point in their careers: just because data is encrypted doesn't mean it’s safe from tampering. It’s an easy trap to fall into. If an attacker doesn't have the secret key, they can't read the data. And if they can't read it, how could they possibly modify it
