There are several key issues that can affect ML models' functional performance in production, including training-serving skew, data and concept drift, and data processing pipeline issues. Monitoring model performance in production requires setting up a system that can ingest data and prediction logs.. read more  

Last week saw the release of EndeavourOS Gemini, Fedora 40, and Ubuntu 24.04, all featuring the latest Linux kernel 6.8, GNOME 46 desktop, and some with KDE Plasma 6. Fedora has multiple editions including Workstation, Spins, Atomic Desktops, and variants for Server, IoT, Cloud, and CoreOS. Ubuntu 2.. read more  

In the wake of Devin’s groundbreaking revelation, the world of software engineering finds itself at a pivotal moment. The rise of code agents like GitHub Copilot, Amazon CodeWhisperer, and Devin AI has opened up new possibilities in software development. As we navigate this new era, tools like SWE-B.. read more  

The Implement DNS in a weekend project by Julia Evans is a guide for building your own DNS resolver from scratch, with explanations on the DNS message format and compression techniques. The Header section in the DNS message has a fixed length of 64 bits and contains essential flags for processing qu.. read more  

IBM is acquiring HashiCorp for $6.4 billion, aiming to expand its hybrid cloud, multicloud, and AI offerings. The acquisition is set to close by the end of 2024, with IBM planning to utilize HashiCorp resources to develop an end-to-end cloud platform. HashiCorp's expertise in cloud infrastructure, l.. read more  

Tcpdump is a widely used command line tool for network traffic analysis, offering packet filtering, readable timestamps, and output formats. It operates on Unix-like systems using the libpcap library, facilitating low-level network monitoring. Tcpdump is suitable for users with network and programmi.. read more  

Alpine Linux can be installed alongside Windows by partitioning the disk correctly and creating an EFI partition. This can be achieved by using the Windows installer to create the necessary partitions and then booting into Alpine Linux using GRUB... read more  

This post covers the system design of a URL shortener tool like TinyURL or Bitly, including functional and non-functional requirements, database design, URL shortener service implementation, high-level architecture components, and security considerations. The system needs to handle 1000 writes per s.. read more  

AWS billing issue caused by unauthorized write requests originating from multiple accounts outside AWS, resembling a DDoS attack. Lesson learned: add random suffixes to bucket names for enhanced security and specify AWS region in requests to avoid additional costs and API redirection. Take precautio.. read more  

Cloudflare's network spans over 310 cities in 120 countries, connecting with 13,000 network providers. They recently explored the impact of Internet disruptions from a routing and traffic perspective. The first quarter of 2024 saw Internet disruptions due to cable damage, military action, and cybera.. read more