Published: 2026-02-22 | Origin: Hacker News

Loops is a federated, open-source platform designed to empower creators and communities on the social web without corporate control. It offers modern tools for content creation, featuring a chronological Following feed and a For You feed that highlights new creators without using manipulative growth tactics. Creators can easily capture and edit short videos with a specialized camera, and engaged commenting features keep discussions anchored to the content. Interaction through likes, shares, and reposts enhances discovery across the platform and the wider fediverse. Hashtags and

Published: 2026-02-22 | Origin: /r/programming

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Published: 2026-02-22 | Origin: /r/programming

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Published: 2026-02-22 | Origin: Hacker News

Contemporary glass artist Simon Berger creates striking sculptures by manipulating glass with a hammer, using force to produce contrasts and shades within the material. His work transforms the glass into an expressive medium, where the hammer serves to amplify visual effects rather than destroy. Initially a painter of portraits with spray cans, Berger has a background in carpentry and a fascination with mechanics, which led him to work with car bodies. His idea to use glass emerged when he considered a car windshield, allowing him to explore human faces in

Published: 2026-02-22 | Origin: /r/programming

The content discusses the importance of homoglyph detection in login systems, specifically against attacks where visually similar characters from different scripts can be misused to impersonate users (e.g., "а" in Cyrillic instead of "a" in Latin). It references the Unicode Consortium's tool, confusables.txt, which provides a mapping of approximately 6,565 characters to their visually similar equivalents, assisting in identifying potential homoglyph attacks. However, the document emphasizes that confusables.txt is intended

Published: 2026-02-22 | Origin: /r/programming

Elizabeth from SigNoz introduces a newsletter focused on observability, OpenTelemetry, and open-source engineering. She shares her journey of discovering lesser-known sampling strategies beyond the commonly discussed head- and tail-based sampling. One notable strategy she highlights is centrally controlled head-based sampling, which allows services to fetch sampling rules from a central configuration server. This method enables rapid adjustment of sampling rates during incidents without redeployment, which is advantageous for debugging and incident management. Despite its practical application, particularly in platforms like Uber

Published: 2026-02-22 | Origin: /r/programming

The content discusses the pervasive fear-mongering around the necessity of becoming proficient in AI and related technologies, particularly phrases suggesting that failing to do so will result in being "left behind" in the job market. The author critiques this alarmist rhetoric, pointing out that it comes not only from investors and vendors but also from those looking to profit from the hype. They argue that while it is not necessary to immediately adopt every new advancement in AI to avoid being left behind, completely ignoring these developments is not

Published: 2026-02-22 | Origin: Hacker News

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Published: 2026-02-22 | Origin: /r/programming

The team values and carefully considers all feedback received. For detailed information on available qualifiers, please refer to the documentation.

Published: 2026-02-22 | Origin: Hacker News

Ukiyo-e Search is a valuable tool that allows users to search for Japanese woodblock prints by uploading a photo of an existing print. It also enables users to discover similar prints from various collections.

Published: 2026-02-22 | Origin: /r/programming

The content discusses Rust's handling of regions and lifetimes, particularly in the context of data structures with lifetimes. Rust treats regions as types and employs subtyping and variance to ensure proper relationship checks, enhancing the user experience. The focus is on a struct type called `Container` that is parameterized by a lifetime `'a`. The author emphasizes the desire for intuitive subtype relationships, such that if `'a` is a subtype of `'b`, then `Container<'a>` should also be a subtype

Published: 2026-02-22 | Origin: Hacker News

On February 3, 2026, the I2P anonymity network suffered a massive Sybil attack, overwhelmed by 700,000 hostile nodes compared to its usual 15,000 to 20,000. This attack marked the continuation of annual February attacks, previously attributed to a state-sponsored group. However, it was later revealed that the Kimwolf botnet was behind the disruption. This IoT botnet had infected millions of devices in late 2025 and was known for a significant

Published: 2026-02-22 | Origin: /r/programming

The article explores the effectiveness of common coding advice related to loop optimization, such as hoisting regular expressions, avoiding nested loops, and using `reduce` instead of `filter().map()`. While these practices are widely recommended, the author sought to quantify their actual impact on performance. To assess this, six benchmark modules were created to isolate various anti-patterns, and they were tested across different input sizes (n = 10 to 100,000). The author also developed AST-based detectors for Java

Published: 2026-02-22 | Origin: Hacker News

The author has been using Claude Code as their primary development tool for about nine months and has developed a unique workflow that differs from typical user approaches. Most developers either write prompts for coding directly or use various coding tools, resulting in messy outputs for complex tasks. The author's core principle is to avoid writing code with Claude until a detailed plan has been reviewed and approved. This approach enhances control over architectural decisions, minimizes wasted effort, and improves results while using fewer tokens. Every significant task begins with a thorough analysis

Published: 2026-02-21 | Origin: /r/programming

The content describes a solution created to monitor and manage usage of Cloudflare Workers due to the pay-per-use billing model. The author built a Worker that tracks usage, detects when set thresholds are breached, and automatically disconnects Workers from the internet to prevent excessive costs. This "kill switch" is manually re-enabled after investigating the cause of the breach. The system comprises a single Worker with two cron triggers and a Workflow, utilizing D1 for storing overage states and usage reports. Configurable thresholds can

Published: 2026-02-21 | Origin: /r/programming

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Published: 2026-02-21 | Origin: Hacker News

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Published: 2026-02-21 | Origin: Hacker News

The document outlines the features of a high-efficiency LLM (Large Language Model) inference engine developed in C++/CUDA, specifically designed to run the Llama 70B model on an RTX 3090 graphics card. Key features include: - **Model Loading Efficiency**: Uses PCIe streaming to load model layers, with optional NVMe direct I/O that bypasses the CPU, achieving significant speed improvements. - **Adaptive Caching System**: The engine employs a 3-tier

Published: 2026-02-21 | Origin: /r/ruby

The content appears to be an encoded or binary representation, likely of a GIF image file. It contains a series of characters and symbols that do not convey meaningful information in a textual format. The reference to "GIF89a" indicates that this is a GIF file, and "NETSCAPE2.0" suggests it may have specific attributes or extensions related to the Netscape browser. The remaining content consists of various bytes and escape sequences typical of binary files, which cannot be summarized meaningfully in textual

Published: 2026-02-21 | Origin: Hacker News

Taalas, a startup, has developed a fixed-function ASIC chip capable of running the Llama 3.1 8B model and achieving an impressive inference rate of 17,000 tokens per second—equivalent to writing about 30 A4 pages in just one second. Their system is claimed to be ten times cheaper to own and consume ten times less electricity than traditional GPU-based inference systems, while also being ten times faster than current state-of-the-art models. The chip operates