Posts from @aatikah..
Windows Network Load Balancer (NLB) is a built-in feature of Microsoft Windows Server that enables basic load balancing across multiple servers—simple, cost-effective, and easy to set up. ✅How NLB Helps • Distributes traffic across up to 32 servers • Ensures failover and redundancy • Supports sessio..
Struggling to switch from Prometheus to Elasticsearch without rewriting your app? This hands-on guide shows how OpenTelemetry decouples your observability backend with zero app changes. Includes working Docker-based examples and step-by-step guidance.
Retrieval-Augmented Generation (RAG) turns Large Language Models into knowledge-sniffing bloodhounds.It fetches real-time intel to crush those pesky hallucinations and refresh its smarts on demand. Why stick with static models when RAG gives your AI brains a live data feed? Real-time accuracy withou.. read more
LLMs get nullability. The more you train them, the sharper they become. Pythia, with her heftier brain, deciphers nullability faster, thanks to top-notch inference tricks... read more
DeepSeek—at one time, the darling of chatbot innovation in China—now finds itself under the unforgiving hammer of a US ban. The reason? Sketchy ties with China's military. Toss in the troubling bit about the60,000 Nvidia chipsit's hoarding—20,000 of those should've been off-limits—and you've got a r.. read more
Metaasked rivals likeMicrosoftfor cash to handle its soaring AI expenses. Bold move, right? Say hello toLlama 4—a beast with next-gen scalability. Think 10 million token contexts and a slickMixture-of-Expertsdesign. Legal drama over training data could crank up costs, butMetaplays it smart, pushing .. read more
GitHub Modelsdishes out no-cost access to models that mirror OpenAI's magic, but with a twist—easy integration with Python. Just snag a Personal Access Token and dive in. Swap models faster than you change socks. 📈.. read more
Picking the right AI model forGitHub Copilotis like matchmaking. It's about the project's quirks, and balancing razor-sharp accuracy with processing muscle... read more
OpenAI's new GPT-4.1 family enhances coding abilities at a lower cost, outperforming predecessors and offering up to one million tokens of context processing. The move challenges competitors with more affordable models tailored to diverse enterprise needs... read more
AutoRAG in open beta simplifies how developers integrate context-aware AI into their applications by setting up a fully managed Retrieval-Augmented Generation pipeline on Cloudflare. With AutoRAG, developers can efficiently fetch information from their own data sources to improve AI responses using .. read more
