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Zorin OS is a user-friendly Linux distribution that aims to provide an intuitive and familiar experience for Windows and macOS users. It offers a range of desktop environments, applications, and customization options to cater to diverse user needs.

The article discusses the creation of a forensic mirror, a tool used to preserve digital evidence without modifying the original data. It provides technical details on the hardware and software required to build such a device, emphasizing the importance of maintaining the integrity of digital evidence during investigations.

The article discusses agentic engineering patterns, which are software design patterns that empower users and systems to make autonomous decisions. It explores how these patterns can be applied to create more dynamic and adaptive software applications.

Backend engineer from India working mainly on distributed systems and backend infrastructure.

Over the past few years, I’ve worked on systems serving ~6M monthly users and currently operate backend services handling ~1300 rps production traffic. A lot of my work involves things like autoscaling services, async job processing, data pipelines (~400GB), and deployments where we need zero downtime (blue-green / rolling deploys).

I’ve also solved 300+ LeetCode problems and understand the algorithm grind. I can push through it if needed.

But I’ve noticed something interesting about myself: what really excites me is operating real systems under load - debugging production issues, designing services that scale, handling burst traffic across many instances, and improving latency through infrastructure changes.

Sometimes it feels like interview prep pushes heavily toward algorithm puzzles, while the engineering work I enjoy most is around distributed systems and production architecture.

Curious how founders and engineers here evaluate this balance when hiring.

Is strong production systems experience still a meaningful signal compared to heavy algorithm interview prep?

The article discusses the history and development of OpenBSD, an open-source operating system known for its emphasis on security and privacy. It highlights the founding of OpenBSD and its evolution as a leader in secure computing practices.

The article discusses the release of the source code for the Minecraft Legacy Console Edition, which was previously unavailable. This gives developers and enthusiasts the opportunity to explore and potentially build upon the game's legacy version.

This article provides an in-depth look at the inner workings of modern search engines, describing the complete pipeline from data ingestion to ranking and learning algorithms. It offers a comprehensive understanding of how search engines efficiently process and organize information to deliver relevant results to users.

Symphony is an open-source framework for building large-scale, high-performance machine learning models. It provides a modular and flexible architecture that enables efficient training and deployment of complex AI systems.

Chevron warns that California's proposed policies aimed at reducing oil and gas production could lead to irreversible harm to the state's economy and energy security, urging Governor Newsom to reconsider the potential impacts on jobs, energy prices, and the state's overall economic well-being.

The article argues that social capital, the network of relationships and trust within a community, is not a natural byproduct but rather a deliberate design choice. It explores how the structures and incentives of social systems shape the formation and maintenance of social capital.

The article discusses the pros and cons of updating binary large objects (BLOBs) in databases, highlighting considerations around data size, performance, and complexity. It provides a technical analysis of the trade-offs involved in managing BLOBs and offers insights for developers to make informed decisions when working with this type of data.

The article discusses a study by addiction experts on the effects of smartphone detox programs in schools. One-fifth of the students reported experiencing withdrawal symptoms, highlighting the need for a more nuanced approach to managing smartphone use among young people.

The article explains how the tool use feature in Claude Code works, describing the process of selecting and using tools within the coding environment to enhance development capabilities.

The article discusses the espflash tool, which allows developers to flash and manage firmware on ESP32 and ESP8266 microcontrollers directly from the command line. It provides a simple and efficient way to update and maintain embedded systems based on these popular microcontrollers.

The article discusses data annotation and labeling, which are crucial processes in developing machine learning models. It covers the various types of data annotation, the importance of accurate and efficient labeling, and how Hitech BPO can assist companies in these tasks.

Relaxng is a simple and powerful schema language for XML documents that provides a more intuitive and flexible alternative to XML Schema. It allows for the definition of flexible, easy-to-read document structures while maintaining strong typing and validation capabilities.

The article provides a comprehensive directory of independent blogs covering a wide range of topics, including technology, personal finance, and lifestyle. It serves as a valuable resource for readers seeking high-quality, niche content from diverse creators.

The article discusses the importance of working on and improving tasks or projects that are challenging or unpleasant, as this can lead to personal growth and meaningful progress. It emphasizes that embracing difficulties can be more rewarding than solely pursuing enjoyable work.

The ASUS ZenBook A14 UX3407 is a versatile laptop designed for home use, featuring a 14-inch display, robust performance, and a sleek, lightweight design.

The article discusses a potential limitation in the upcoming MacBook Neo, which may only feature a single USB-C port. This could be a significant drawback for users who require multiple ports for various accessories and peripherals.

The article details the author's experience with market making on the Kalshi platform, where they lost $150 despite following best practices. It highlights the challenges and risks involved in this type of trading activity.

I built Spektr because I needed analytics across different datasets (finance, Jira exports, project tracking) without sending data to the cloud. It's a Go-based analytics engine with a CLI. Point it at any CSV, ask questions in English, get charts and tables back. The AI (Gemini) only sees your column names and schema — never your actual data. Try it: spektr --file your-data.csv --query "show totals by category" What it does under the hood: auto-detects your schema (dimensions vs measures), translates your question to a structured query via Gemini, runs all computation locally, returns charts/tables/text summaries. Zero-copy RecordView interface means it works with any data shape without materializing intermediate objects. Works as a Go library, CLI binary, or WASM/npm module.

Built in Go. MIT licensed. Happy to answer questions about the architecture.

The Fifth Circuit Court of Appeals ruled that oral consent can be a valid form of consent under the Telephone Consumer Protection Act (TCPA), overturning a previous district court decision and marking a significant shift in TCPA compliance requirements.

The article discusses OpenAI's Symphony, an AI system that can generate high-quality, multi-instrument musical compositions. Symphony uses advanced machine learning techniques to compose original music, showcasing the potential of AI in creative domains.

Hey guys! While working on my hardware start-up in the past, I got tired of using spreadsheets and scouring random Google sites for part search. To help manage all this, I vibe-coded a tool over the weekend.

To try the demo website (with the demo/mock data), checkout

https://odem-git-main-skymark.vercel.app/ Email: demo@gmail.com Pass: test123

It's super early stage, and mostly mock data, but it's been pretty useful so far. It's got - Historical price data for parts (predictions?) - Supply chain risk calculation (for those hoping to get past the prototype stage) - Alternative part finder (mock on demo) - LLM-based part search (mock on demo) - GIT-ish BOM management - CSV Import/Export - And more :)

To any hardware founders out there, are there any features you'd kill to have while working on your products?

Also, if anyone wants to try it out properly for their projects, let me know. Will not only let you use it for free, but also build out whatever you want.