Software development sounds pretty straightforward at first, right? Build the product, test it, and deliver it. Done. But here's the thing — in reality, things rarely go exactly as planned. Requirements change midway through development, new ideas pop up unexpectedly, deadlines shift, customer expectations evolve, and sometimes even a technically correct product may still not feel right to users.…

Mistral AI has released Codestral, a 22B parameter model explicitly for code generation. This is a notable release not because it's the largest model, but because it's a specialized one. The takeaway is that the frontier is shifting from massive, general-purpose models to efficient, task-specific architectures for professional tooling. what is codestral Codestral is an open-weight 22B model train…

The Hidden Developer Tool Tax: How Much You're Really Spending Every Month I added up my subscriptions last weekend and almost threw up. Not a figure of speech. I literally stared at my screen, did the math three times, and felt a wave of nausea wash over me. I'm not talking about Netflix or Spotify. I'm talking about the tools I use to do my job . The things I need to write code, push commits, a…

Man is ‘safe and sound’ after perilous operation, leaving four inside a small chamber and two still to be located The first of seven men who have been trapped in a flooded cave in Laos for more than a week has been brought to safety by divers, in a perilous rescue mission that has required teams to crawl through narrow, deluged tunnels, navigating sharp rocks and collapse hazards. Four men remain…

I once spent half a day debugging code that was completely correct. The problem wasn't the logic. The problem was that the functions the LLM had written didn't exist. Not deprecated. Not renamed. Never existed. Here's what had happened: I caught the model using an outdated API parameter and corrected it. Instead of fixing the issue, it started compensating: hallucinating function names, inventing…

A step-by-step journey from calculus-based optimization to Stochastic Gradient Descent The post Why Gradient Descent Became Stochastic appeared first on Towards Data Science .

By 2027, software development won’t disappear — but the role of the software developer will fundamentally evolve. The past few years introduced AI copilots, low-code platforms, autonomous testing, and generative infrastructure tooling. Many predicted the “death of coding.” Instead, we’re entering something more interesting: Developers are becoming system architects, AI orchestrators, and product …

This blog was originally published on Descope . Shopify Plus empowers fast-growing brands with the digital infrastructure to scale quickly, offering powerful tools for store management, seamless checkout, and extensive customization. Its flexibility and extensibility make it a popular choice for all sizes of organization, including notable brands like Nestlé , Hasbro , and The Economist . However…

A few months ago I set out to build a cognitive substrate without a large language model in the answering path. I had a thesis I liked, a Rust workspace, and a lot of conviction. Then I wrote a three-line baseline that tied it on every metric I cared about. This is the story of why that was the best thing that happened to the project — and why I'm still building it, just pointed at a sharper targ…

Hello, Cybersecurity Community I'm Charlie, founder of Security Cyber — an ethical cybersecurity practice built on 100+ hands-on labs across TryHackMe and Hack The Box.and a University Bs Honours (Ongoing) Why I'm Here Starting today, I'm committing to sharing real-world security knowledge on this platform. No fluff, no hype — just practical insights from actual engagements. What You Can Expect W…

If you've been building LLM-powered applications, you've likely run into the same problem: your data lives in PDFs, Word documents, Excel sheets, and PowerPoint decks — but your AI pipeline expects clean text. Copy-pasting doesn't scale, and most conversion tools either strip too much structure or produce noisy output. Microsoft's MarkItDown is built specifically for this gap. It's a lightweight …

Researchers have uncovered an unexpected phenomenon, dubbed the Zwan-Wolf effect, squeezing plasma "like toothpaste" in Mars' upper atmosphere. This effect, which also happens on Earth, was thought to be impossible on the Red Planet.

I built a small demo to test how far PDF resumes and work-history documents can be structured without using AI. You can try the parsing flow at resume.kakuti.site Upload a PDF and inspect the text extraction, section detection, and structured fields. If you work on hiring tools, document automation, or parsing pipelines, feedback from the DEV Community Skill Guide community on accuracy and usabil…

Nature Neuroscience, Published online: 29 May 2026; doi:10.1038/s41593-026-02298-w Disruption of a neuronal-specific protein degradation system, the plasma membrane-bound neuroproteasome, triggers the conversion of endogenous tau into aggregates that mirror those seen in patients with Alzheimer’s disease (AD). Aging and APOE4 — the largest risk factors for AD — induce neuroproteasome loss, which …

Nature Neuroscience, Published online: 29 May 2026; doi:10.1038/s41593-026-02297-x A cellular explanation for how tau aggregates into fibrils in Alzheimer’s disease has been elusive. This paper identifies the failure of ‘neuroproteasomes’ as sufficient to convert tau into paired helical filaments, a process regulated by ApoE and aging.

We have to engage with skeptics if we want people to accept that mental health conditions require medical treatment.

California lawmakers have passed Assembly Bill 2047 out of the Assembly, advancing the amended proposal to the Senate for further consideration. Introduced by Assembly Member Rebecca Bauer-Kahan, AB 2047 would add the California Firearm Printing Prevention Act as Title 21.1 to the state’s Civil Code. The bill was amended in the Assembly on May 18,…

Scientific Data, Published online: 29 May 2026; doi:10.1038/s41597-026-07479-7 A multicenter COVID-19 database from four waves in the south metropolitan area of Barcelona, Catalonia

Nature Reviews Drug Discovery, Published online: 29 May 2026; doi:10.1038/d41573-026-00089-3 Despite transformative advances in adult oncology, children with cancer remain systematically underserved by drug development pipelines. We argue that sequential, siloed paediatric development is no longer defensible. Integrating paediatric considerations from drug discovery onwards, and leveraging tumour…

Learning without a brain? Slime molds challenge assumptions about learning and help scientists build a common framework across biological, artificial, and collective systems.