Posts from @tom_sapak..
Windows Network Load Balancer (NLB) is a built-in feature of Microsoft Windows Server that enables basic load balancing across multiple serversâsimple, cost-effective, and easy to set up. â 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.
DeepSeekâat one time, the darling of chatbot innovation in Chinaânow 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 hoardingâ20,000 of those should've been off-limitsâand you've got a r.. read more Â
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 Â
GitHub Modelsdishes out no-cost access to models that mirror OpenAI's magic, but with a twistâeasy integration with Python. Just snag a Personal Access Token and dive in. Swap models faster than you change socks. đ.. read more Â
Metaasked rivals likeMicrosoftfor cash to handle its soaring AI expenses. Bold move, right? Say hello toLlama 4âa 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 Â
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 Â
Gemini 2.5 Flashis your quick-thinking friend with an on/off brainstorm switch, juggling the holy trinity: quality, cost, and speed. It tacklesHard Promptslike a pro, only overshadowed by 2.5 Pro... read more Â
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 Â
Microsoftplays it cool with an "off-frontier" AI strategy, sidestepping heavyweights likeOpenAI. It's a cost-cutting, reliability-boosting move. Even with deep pockets sunk intoOpenAI,they're building pint-sized brainiacs with theirPhi project. The grand plan? Stand-alone strength by 2030... read more Â
