Published: 2025-03-25 | Origin: /r/programming

Gemma-3 is a lightweight, efficient language model developed by Google, designed for instruction-following tasks and optimized for resource-constrained environments. It focuses on maintaining strong performance in reasoning and structured responses, making it suitable for edge deployment and rapid inference. The model has been quantized in GGUF format for compatibility with various edge AI platforms, with different sizes available (1b, 4b, 12b, and 27b). An article will explain how to deploy and interact with

Published: 2025-03-25 | Origin: /r/programming

The article discusses "Preview Features" in Java, which are new functionalities introduced in specific versions for developers to test and experiment with before they become permanent. These features allow developers to provide feedback, helping shape the future of Java and reducing migration efforts when features are finalized. Key points include: - Preview features are not finalized and may change or be removed based on developer feedback. - They are fully implemented but optional, enabling early adopters to test them in real-world applications. - The aim is to

Published: 2025-03-25 | Origin: Hacker News

AI Voice Agents are rapidly advancing and play crucial roles in areas like customer support, virtual assistance, gaming, and remote collaboration. For these interactions to feel seamless, the audio pipeline must handle noise effectively and ensure real-time performance. Typically, audio is sourced from various devices and transmitted through protocols like WebRTC or WebSockets to specialized providers such as LiveKit, Daily, or Agora, which offer reliable audio transport services. Once the audio reaches the server, it may undergo preprocessing before entering the Voice Activity Detection

Published: 2025-03-25 | Origin: Hacker News

The searchmysite.net public search engine is designed for users interested in researching personal experiences and in-depth information on various topics, hobbies, or interests. It provides an alternative to traditional commercial search engines by filtering out marketing websites and blog spam, making it easier to find relevant content.

Published: 2025-03-24 | Origin: Hacker News

Die namentlichen Abstimmungen im Bundestag umfassen mehrere wichtige Anträge und Entschließungen. 1. **CDU/CSU-Fraktion**: Ein Antrag fordert die Bundesregierung auf, an die Ukraine einsatzbereite TAURUS-Marschflugkörper zu liefern und diese nachzubeschaffen. Zudem gibt es einen Antrag zur Unterstützung der Landwirtschaft, der darauf abzielt, die Wettbewerbsfähigkeit zu erhalten und zu stärken. 2. **AfD-Fraktion**: Ein Antrag

Published: 2025-03-24 | Origin: Hacker News

An editorially independent publication supported by the Simons Foundation has reported on recent advancements in algorithms for optimization problems, which are crucial in various fields like logistics, finance, and computer vision. Researchers often need to find optimal solutions, such as the best locations for airline hubs or maximizing investment returns. Many complex mathematical problems translate into searching for minimum values of functions, which are often difficult to assess directly, leading to the need for approximations. One effective method for finding these minimum values is based on an algorithm

Published: 2025-03-24 | Origin: Hacker News

By 1994, Intel dominated the microprocessor market with a 75% share, expanding beyond personal computers into sectors like automobiles and telecommunications. The Intel x86 architecture was crucial to this success, with a consistent release strategy every four years and significant investments in related hardware and software. The Pentium processor, announced in March 1993, marked a significant performance leap with models capable of delivering between 100 million and 112 million instructions per second, nearly doubling the performance of the i486.

Published: 2025-03-24 | Origin: /r/programming

The rise of non-human identities (NHIs) is significant in cybersecurity, as they are crucial for authorizing automated systems like applications and APIs. These identities, including service accounts and API keys, often outnumber human users in organizations and are frequently subjected to less security scrutiny, leading to vulnerabilities. OWASP has identified the top 10 security risks related to NHIs, such as secret leakage and insecure authentication, which can result in serious breaches. Organizations struggle to manage these machine identities, making them targets

Published: 2025-03-24 | Origin: Hacker News

At the end of January, the Qwen2.5-VL series models were launched, receiving positive feedback. Subsequently, the Qwen2.5-VL-32B-Instruct model was open-sourced under the Apache 2.0 license, boasting 32 billion parameters. This model has shown significant improvements over its predecessors and competitors in multimodal tasks and subjective user experience evaluations. Qwen2.5-VL-32B-Instruct excels in both visual and text capabilities. In

Published: 2025-03-24 | Origin: /r/programming

The author is a Principal Software Engineer in Seattle, currently working on a financial ledger system called pgledger, implemented entirely in PostgreSQL. The system tracks account transfers by updating balances and recording the changes in entries that maintain a history of the account versions over time. This allows users to view historical balances and understand the reasons behind current account values. The author emphasizes the importance of financial ledgers in software that handles money, noting that they facilitate basic functionalities like reporting and reconciliation. Throughout their career at various companies

Published: 2025-03-24 | Origin: Hacker News

The article recounts an insider's experience regarding U.S. military strikes in Yemen, specifically during a period of heightened tensions following Hamas's invasion of Israel in October 2023. The author notes being included in a group chat by national-security leaders, including Secretary of Defense Pete Hegseth, who shared a detailed war plan about the upcoming bombings on Houthi targets in Yemen. The author mentions receiving this information two hours before the public announcement of the bombings, which occurred on March

Published: 2025-03-24 | Origin: /r/programming

The content emphasizes that user feedback is taken seriously and invites readers to consult documentation for available qualifiers. It introduces a proof of concept for a secure, cookieless session management system called Bulletproof Sessions. This innovative approach to web authentication uses browser-generated key pairs and cryptographic signatures for securing API requests, eliminating the reliance on traditional session cookies or tokens. Each request is signed with a private key that remains on the client side and is not accessible to the main JavaScript. The author also shares personal insights

Published: 2025-03-24 | Origin: /r/programming

The author has developed a simple key-value database called KVI using the Inko programming language after its latest release (0.18.1). The motivation behind building KVI, despite the existence of many existing databases, is to provide a more accessible example of Inko's capabilities, as previous programs authored were niche and less representative of the language's potential. KVI serves as a project to test new features of Inko and assess its performance over time. KVI utilizes the Redis serialization protocol (

Published: 2025-03-24 | Origin: /r/ruby

The author expresses their impartiality toward Ruby, stating that they do not personally prefer the language and do not view its syntax as aesthetically pleasing. They clarify that their use of Ruby is a pragmatic choice based on the specific needs of customer projects, comparing it to other programming languages like Java and Python. The author identifies as a Software Engineer first, prioritizing effective solutions over loyalty to any single language, including Ruby. They emphasize that they would adopt a better programming language if one emerged, but not simply due

Published: 2025-03-24 | Origin: /r/programming

Mr. Plan ₿ Publication is a platform for writers of all levels to share and promote their articles, aimed at helping them build a strong presence and enhance their writing impact. A member-only story by Terrance Craddock discusses the troubling effects of AI technologies that reinforce human biases, such as rejecting qualified candidates based on ethnic-sounding names, misusing predictive policing, and deprioritizing patients in medical settings. Craddock warns that the true danger of AI lies not in catastrophic failures but

Published: 2025-03-24 | Origin: /r/programming

Microsoft recently announced that they are porting the TypeScript compiler from JavaScript to Go, which promises a significant 10x performance improvement. This announcement generated widespread discussion in tech communities, where both fans and critics expressed their opinions. The article aims to go beyond the flashy performance claims and explore the underlying design choices, performance trade-offs, and lessons relevant to system design. The key points to consider include: - The 10x performance gain pertains specifically to the TypeScript compiler's speed, not the

Published: 2025-03-24 | Origin: Hacker News

The content emphasizes the importance of user feedback, indicating that all input is seriously considered. It mentions that Triforce uses a Minimum Variance Distortionless Response adaptive beamformer for the microphone arrays in certain Apple Silicon laptops, which are organized in triangular or linear configurations. The implementation aims to enhance usability outside of macOS, as the raw microphone inputs are overly sensitive and omnidirectional. The author notes the challenges of finding accessible literature on digital signal processing (DSP) topics, particularly wideband adaptive

Published: 2025-03-24 | Origin: Hacker News

During weekly bug triage at Google Docs, a serious new error was identified that prevented users from editing without reloading, specifically affecting users on Chrome starting from a certain release. Despite no spike in user complaints, the issue was concerning due to its potential severity. To diagnose the problem, the author first searched the logs for affected internal users but found none. Attempts to reproduce the error through various edits and feature tests were unsuccessful. Ultimately, the author utilized a basic scripting tool to perform repetitive actions on

Published: 2025-03-24 | Origin: /r/programming

The content provides an overview of some key algorithms used in the real world, highlighting their importance in data organization and problem-solving efficiency. It starts by encouraging readers to reference a previous post on data structures. The focus then shifts to the selection sort algorithm, which sorts an unsorted list by repeatedly finding the smallest element and placing it in the correct position. The procedure involves sorting a stack of cards by picking the smallest card, moving it to the sorted section, and repeating the process until all cards are sorted

Published: 2025-03-24 | Origin: /r/programming

Usertour is an open-source user onboarding platform that enables developers to easily create in-app product tours, checklists, and surveys. It offers a user-friendly experience with full control and is positioned as an alternative to platforms like Userflow and Appcues. Users can deploy their own version using Docker and access features via a local host link. The platform encourages contributions from developers, testers, and tech writers and provides resources for feedback and support through GitHub and a dedicated community. Usertour prioritizes user