Learn how to deploy open large language models (LLMs) like Llama 3.1 8B Instruct to Amazon SageMaker using Terraform Infrastructure as Code (IaC)... read more  

Strategies for reducing Kubernetes costs include choosing a single cloud provider to avoid multi-cloud complexities and costs, setting appropriate resource limits and quotas, and using horizontal or vertical scaling based on application needs. Spot instances can offer significant savings for suitabl.. read more  

Outline speedrunning involves recursively outlining an MVP, speedrunning it, then perfecting it later. This process is a 10x speed improvement over traditional methods. By engaging in outline speedrunning, individuals can become more productive and focused on the fundamentals of building and plannin.. read more  

Many developers prefer building things from scratch, but using tools can make the job easier. For example, Taipy is a Python library for easy application development with built-in scheduling and deployment tools. Flowise, another tool, is a drag-and-drop UI tool for building customized LLM flow and .. read more  

The Django team has released Django 5.1, which includes improvements such as the LoginRequiredMiddleware for authentication, accessibility enhancements, and the querystring template tag. Django 5.0 has reached the end of mainstream support, with the final bug fix release being 5.0.8. Users are encou.. read more  

LWN has extensively covered BPF and its verifier, which checks properties like memory access and function calls to ensure safety. The verifier uses abstract interpretation to simulate program behavior and track register states, though there are limitations in handling complex conditional branches an.. read more  

A detailed in-depth, and comprehensive explanation of how computers operate internally, focusing on RAM and CPU aspects, respectively... read more  

The author argues against the over-hype of AI models, stating recent advances in large language models (LLMs) are genuinely impactful. Interacting with various LLMs has increased their productivity by at least 50%, particularly in coding tasks. They provide a long list of practical applications wher.. read more  

Join us for UX & Product Design Week in London, August 6-9, 2024! This event is a must for Product Design Directors, UX Designers, and industry leaders, offering insights into the latest trends in product design and leadership. Enjoy daily expert meetings, office visits, and exclusive networking opp..

Prometheus Blackbox Exporteris a powerful tool for monitoring the health and performance of external services. It can be used to probe various protocols like HTTP, DNS, TCP, and ICMP, providing valuable metrics for alerting and analysis. This blog post explores what Prometheus Blackbox Exporter is a..