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just now (67+ words) Artificial Intelligence is no longer just a buzzword. For independent developers like me, AI has become a daily development partner. In this post, I'll share: This is not hype " this is practical AI usage. Let's be clear first: AI does not replace developers. AI replaces repetitive thinking. As developers, our value lies in: AI simply amplifies these skills. Before building anything, I use AI to:...

just now (511+ words) Exclusive: DNA advances show Roman-era skeleton, once hailed as first black Briton, came from southern England Beachy Head Woman, a Roman-era skeleton once hailed as the earliest known black Briton and who scientists later speculated could be of Cypriot descent, has now been shown to have originated from southern England. The mystery of the skeleton's shifting identity was finally resolved after advances in DNA sequencing produced a high quality genetic readout from the remains. Previously, forensic anthropologists had suggested that the woman may have been of sub-Saharan Africa origin based on an analysis of the skull and, in 2016, a plaque was erected to "to commemorate the first black Briton. Doubts about this theory emerged when an initial DNA analysis pointed to Cyprus as a more likely origin, although this result was not conclusive. "She's had quite a journey, said Dr…...

1+ min ago (159+ words) Published on Dev.to | Hashnode | Medium The JAMstack (JavaScript, APIs, and Markup) has revolutionized how we build web applications. But one challenge that consistently comes up is handling forms in static sites. How do you collect user data when there's no traditional backend server? In this comprehensive guide, I'll show you multiple approaches to implement forms in JAMstack applications, from simple contact forms to complex multi-step workflows. But in JAMstack, we don't have a server running 24/7. Instead, we need to think differently about form handling. The simplest approach is using a form backend service: JAMstack forms don't have to be complicated. Whether you choose third-party services, serverless functions, or hybrid approaches, the key is to: The JAMstack approach to forms offers excellent performance, security, and developer experience while maintaining the simplicity that makes static sites so appealing. What's your preferred…...

1+ min ago (956+ words) Walk into any large enterprise today and you will hear familiar refrains: "We have AI pilots in multiple functions." "We are experimenting with generative AI." "We are using various AI platforms." But ask the harder question "What has truly changed for customers, employees, or bottom line?" And the room often falls silent. Day-to-day operations still feel the same: decisions crawl through layers of approval, and core processes remain as cumbersome as ever. The numbers tell the story. According to McKinsey's 2025 global AI survey, 78% of organizations now use AI in at least one business function, but most leaders say AI has not yet made a meaningful difference to overall profits; only 39% report any bottom-line impact at all, and for most of them it is under 5%. Boston Consulting Group puts it even more starkly. In a study of more than 1,200 organizations, only…...

3+ min ago (363+ words) NEGIS is the largest ice stream draining the Greenland Ice Sheet into the ocean. It contains enough ice to raise global sea level by 1.1 " 1.4 metres. "Its stability is therefore critical for future sea-level projections. By reconstructing the behaviour of NEGIS over the last 20,000 years " since the end of the Last Glacial Maximum - the research team, led by Newcastle University and Durham University, showed that oceanic processes, not just atmospheric changes, played a decisive role in past episodes of rapid ice retreat. The research, published in Nature Communications, found that when an ice stream's grounding line (where ice lifts off from its bed and begins to float), is exposed to warm ocean water, the ice stream and its ice shelves become much more vulnerable to retreat and collapse. "These findings highlight how important ice"ocean interactions are for understanding why modern…...

3+ min ago (559+ words) Last week, I got my hands on the new Regional NAT Gateway for Amazon VPC. After spending a few hours testing it in a real environment, I wanted to share what I learned and why this matters for anyone building on AWS. Let me paint you a picture. You're running a three-tier application spread across three Availability Zones (us-east-1a, us-east-1b, us-east-1c). Your backend servers sit in private subnets because, well, that's the right thing to do. But these servers need to reach the internet " maybe to pull security patches, call external APIs, or push logs to a third-party service. Three NAT Gateways. Three public subnets. Three separate route tables to maintain. And if you forgot to set up one AZ properly? Your workloads in that zone lose internet access. I've seen this go wrong more times than I'd like to…...

5+ min ago (553+ words) The mobile app landscape in 2026 has reached a definitive turning point. For over a decade, development was defined by manual syntax writing and painstaking debugging cycles. Today, the integration of advanced AI assistants into the integrated development environment (IDE) has transitioned the role of the developer from a "coder" to a "system architect." Before 2024, mobile development faced a "triple threat" of rising costs, talent shortages, and platform fragmentation. Developers had to maintain separate codebases for iOS and Android or settle for cross-platform solutions that often compromised on performance. Every new feature required weeks of manual testing and regression analysis. By 2025, the complexity of modern apps'incorporating spatial computing and edge AI'made traditional manual workflows unsustainable. The industry reached a breaking point where the time-to-market for a standard functional app exceeded the pace of market change. Businesses needed a way to bridge…...

5+ min ago (199+ words) Published on Dev.to | Hashnode | Medium As a full-stack developer, I've built countless contact forms, survey forms, and data collection interfaces. After years of setting up Express servers, configuring databases, and managing form endpoints, I discovered something that changed my workflow forever: Form APIs. You're building a React app, Vue.js project, or even a simple HTML site. Everything's going smoothly until you need to collect user data. Suddenly, you're faced with: But what if I told you there's a better way? Form APIs are third-party services that handle form submissions for you. Think of them as "Forms as a Service" (FaaS). Here's the simplest implementation: That's it. No backend. No database. No server management. Instead of creating your own API route, use a form API: Form APIs have revolutionized how we handle form submissions in modern web development. They…...

6+ min ago (103+ words) Introduction This guide shows you how to implement Natural Language Processing using... Tagged with nlp, ai, chatgpt, claudeai. This guide shows you how to implement Natural Language Processing using OpenAI GPT and Anthropic Claude in a .NET 8 application, with support for streaming responses and function calling. #openai-gpt-implementation OpenAI GPT Implementation #anthropic-claude-implementation Anthropic Claude Implementation #dependency-injection-setup Dependency Injection Setup #function-calling-example Function Calling Example #error-handling-with-retry Error Handling with Retry #caching-common-responses Caching Common Responses Questions? Drop them in the comments! Templates let you quickly answer FAQs or store snippets for re-use....

7+ min ago (303+ words) Home " Solana Moves Early on Quantum-Resistant Blockchain Security The results challenged the long-standing belief that quantum-safe blockchain systems are a distant or purely academic concern. Instead, the testnet deployment suggested that practical solutions are already achievable, shifting the conversation from theory to implementation. These initiatives are intended to strengthen Solana's resilience and ensure that the network remains competitive and secure as cryptographic standards evolve. The collaboration with Project Eleven was framed as a concrete step toward that goal rather than a symbolic gesture. The collaboration has positioned Solana as an early mover among high-throughput blockchains exploring quantum-resistant design, potentially setting a precedent for others to follow. Solana's announcement comes amid increasing debate across the crypto industry about how soon quantum computing could threaten classical cryptographic systems. Some recent research has suggested that the timeline may be shorter than previously assumed,…...