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Chai-1: Decoding the molecular interactions of life Published: 2024-09-10 | Origin: Hacker News Chai Discovery Team announced the release of Chai-1, a state-of-the-art multi-modal foundation model designed for molecular structure prediction, particularly useful in drug discovery. Chai-1 can predict various biomolecules including proteins, small molecules, DNA, and RNA, and is available for free via a web interface for commercial use. Non-commercial use comes with model weights and inference code. The model achieved a 77% success rate on the PoseBusters benchmark, slightly outperforming AlphaFold3 |
Lottery Simulator (2023) Published: 2024-09-10 | Origin: Hacker News Shri Khalpada has created the PerThirtySix Lottery Simulator, a tool designed for interactive exploration of lottery probabilities and ticket simulations. The simulator allows users to investigate the odds of winning various American lotteries or customize their own lottery rules in the Setup section. The Simulation section enables users to select numbers and simulate thousands of lottery tickets per second, providing visual feedback on results. The tool makes simplifying assumptions, such as ignoring taxes and assuming only one jackpot winner. Khalpada encourages users to subscribe for more |
Tutorial on diffusion models for imaging and vision Published: 2024-09-10 | Origin: Hacker News The content discusses the arXiv Accessibility Forum and introduces arXivLabs, a framework for developing and sharing new features on the arXiv website. It emphasizes that both individuals and organizations collaborating with arXivLabs share key values of openness, community, excellence, and user data privacy. The forum invites ideas for projects that can benefit the arXiv community. Additionally, it mentions the availability of operational status notifications via email or Slack. |
Why I Prefer Exceptions to Error Values Published: 2024-09-10 | Origin: /r/programming Good error handling is essential for creating robust programs, yet it often frustrates programmers due to the challenge of accounting for every edge case. Traditional object-oriented languages use exceptions for immediate error reporting by breaking the regular control flow. In contrast, newer languages like Go and Rust employ functional-style error handling, encoding errors in return types (e.g., Go uses (res, err) tuples, and Rust uses Result<T, E>). While these approaches aim to make error handling more explicit and encourage programmers to consider |
SQLite is not a toy database Published: 2024-09-10 | Origin: /r/programming SQLite is an ideal tool for a variety of roles including developers, data analysts, QA engineers, DevOps, and product managers due to its versatile features. Key benefits include an intuitive console for data analysis, which simplifies tasks like importing CSV files and supports basic SQL functionalities. Data can be effortlessly exported in formats such as SQL, CSV, JSON, Markdown, and HTML, making it user-friendly for those who prefer Business Intelligence (BI) tools like Metabase or Superset. The platform excels at handling |
Chrome ends support for First Input Delay Published: 2024-09-10 | Origin: /r/programming In May, the Chrome team officially replaced First Input Delay (FID) with Interaction to Next Paint (INP) as the Core Web Vitals metric for measuring interaction responsiveness. This follows an announcement in January about phasing out FID. As of now, FID is no longer supported in Chrome tools, though developers can still measure it using the PerformanceObserver API. Key tools like PageSpeed Insights and the Chrome UX Report will stop reporting FID in the coming days. Additionally, the documentation on |
The Sage Programming Language🌱 Published: 2024-09-10 | Origin: /r/programming The content provides an overview of the Sage programming language, which is a compiled language suitable for a wide range of applications, from operating system development to web programming. It includes sections such as FAQ, Community, Author, Examples, Install, Playground, and Documentation, offering resources for users. A video explaining compilers and the workings of Sage is also suggested. The content is attributed to Sage Programming Language and is dated 2024. |
ClickHouse Data Modeling for Postgres Users Published: 2024-09-10 | Origin: Hacker News Failed to fetch content - HTTP Error - undefined local variable or method `response' for SummaryGenerator:Class if response.code.between?(200, 299) ^^^^^^^^ Did you mean? respond_to? |
Good software development habits Published: 2024-09-10 | Origin: /r/programming The post details personal strategies that have helped the author maintain good habits and enhance productivity in software development. Key points include: 1. **Small Commits**: Keep commits small to easily identify and revert changes if necessary, avoiding merge conflicts. 2. **Continuous Refactoring**: Follow the principle of making easy changes to improve the codebase regularly, aiming for half of all commits to be refactorings. This prepares the code for future requirements. 3. **Code as Liability**: Treat all |
A good day to trie-hard: saving compute 1% at a time Published: 2024-09-10 | Origin: Hacker News Cloudflare has announced a new open-source Rust crate aimed at reducing CPU utilization, thus enabling its CDN to better handle increasing web traffic. This initiative stems from the release of Pingora, a Rust-based proxy service, which processes over 60 million HTTP requests per second. A key component of this service, called "pingora-origin," is responsible for transmitting user requests to their final destinations while removing internal routing information. Currently, pingora-origin processes around 35 million requests per second. A specific function |
Injecting syscall faults in Python and Ruby Published: 2024-09-10 | Origin: /r/ruby The content discusses the challenges of testing system call (syscall) behavior in software, particularly how issues like disk space shortages or network timeouts can lead to syscall failures. It highlights the utility of the tool `strace` for tracing and modifying syscalls, allowing users to simulate errors, delays, and other behaviors to test code resilience. The author has added functionality in a project called Cirron that enables easy use of `strace` features from Python and Ruby. This includes simulating insufficient disk |
Lazarus Group Targets Software Developers in New VMConnect Campaign Published: 2024-09-10 | Origin: /r/programming CyberInsider reports a new wave of cyberattacks linked to North Korea's Lazarus Group, targeting software developers through fraudulent job recruitment schemes, as revealed by ReversingLabs. In the ongoing VMConnect campaign, attackers impersonate recruiters from major financial firms and distribute malicious Python packages disguised as coding tests to compromise developer systems. First identified in August 2023, this campaign exploits the trust between recruiters and developers, using tactics like fake LinkedIn profiles to entice victims into downloading malware-laden |
Rails 7.1 adds support for composite key multi-column ordering in ActiveRecord::Batches Published: 2024-09-10 | Origin: /r/ruby The content describes the background of a full-stack Software Engineer skilled in React, JavaScript, and Rails, who has been working remotely for two years after founding a hyperlocal delivery startup for remote villages. It explains the ActiveRecord::Batches module in Rails, which facilitates processing records in batches to manage memory efficiently. Prior to Rails 7.1, its methods only supported sorting records by a single primary key (ID) either in ascending or descending order, limiting the ability to sort by multiple columns |
How the Ruby Repository Masters Fast Merges: Cutting Corners or Genius Efficiency? Published: 2024-09-10 | Origin: /r/ruby The "Ruby" repository plays a crucial role in the Ruby programming language community, fostering innovation and collaboration among a diverse group of contributors. This case study highlights the repository's impressive management of merge times, despite a high volume of contributions, and explores the implications of this efficiency for both the project and its community. By utilizing Dora Metrics—key performance indicators in software delivery—such as merge times and first response times, the study reveals strengths and areas for improvement in Ruby's workflow. The analysis examines aspects |
Local-First Vector Database with RxDB and transformers.js Published: 2024-09-10 | Origin: /r/programming The local-first revolution is transforming app development by allowing data to reside on users' devices for continuous access, even offline. This approach enhances performance and scalability, with local database solutions like RxDB leading the way. However, traditional databases struggle with semantic search and meaningful queries. Vector databases address this challenge by enabling data to be stored and queried based on meaning through machine learning. While many vector databases are designed for server-side use, the article proposes combining RxDB with transformers.js to create a local vector database |
B-trees and database indexes Published: 2024-09-10 | Origin: /r/programming B-trees are a key data structure used in many modern database management systems (DBMS) like MySQL, Postgres, and MongoDB for efficient data lookups through indexing. This article aims to explain the workings of B-trees and B+ trees, their use in databases, and the implications of choosing a UUID as a primary key on index performance. B-trees organize data in a tree-like structure composed of nodes that contain key-value pairs, facilitating effective data storage and retrieval. Readers |
Adam Optimizer Causes Privileged Basis in Transformer LM Residual Stream Published: 2024-09-10 | Origin: /r/programming Failed to fetch content |
Errors from `close` Published: 2024-09-10 | Origin: /r/programming The blog post discusses the "Bugs in Hello World" phenomenon, where many programming languages' default print functions fail to handle errors properly. The author previously created a repository to track which languages exhibit this issue and how to fix it, using a modified version of a basic "Hello World" program in C as an example. While this version improves error handling, it does not address issues of internationalization or accessibility, nor does it include fsync functionality to prevent data loss during file output if a power |
Ruby 3.0: Optimizing Applications with GC.compact Published: 2024-09-10 | Origin: /r/ruby Ruby 3.0 introduced the GC.compact method to its garbage collector, enhancing memory management by mitigating fragmentation in long-running applications. Garbage collection is crucial as it frees memory by removing unused objects, but prolonged operation can lead to memory fragmentation, characterized by small unused gaps that hinder memory efficiency and degrade performance. GC.compact resolves fragmentation by rearranging objects in the memory heap, thus reducing gaps and optimizing memory usage. For instance, in a Ruby on Rails web application facing performance issues due to excessive |
Avoiding environment conflicts with Kamal and Dotenv Published: 2024-09-10 | Origin: /r/ruby The content discusses the conflict between using Dotenv and Kamal in Rails for managing environment variables, particularly regarding their handling of `.env` files. Dotenv is commonly used in development, loading environment files based on priority, while Kamal uses the same `.env` file for deployment. This can lead to issues like accidentally using sensitive production values in development. To resolve this, the author suggests creating a separate `.env.development` file for development, while keeping a common `.env` file for shared |