Published: 2025-12-22 | Origin: Hacker News

GLM-4.7 is a new coding model that offers significant improvements in various areas including chat, creative writing, and role-play scenarios. It demonstrates enhanced performance compared to models like GPT-5 and Claude Sonnet 4.5 across 17 benchmarks, focusing on reasoning, coding, and agent tasks. The model introduces advanced thinking features such as Interleaved Thinking, Preserved Thinking, and Turn-level Thinking, which enhance stability and control in managing complex tasks. The GLM-4

Published: 2025-12-22 | Origin: /r/programming

Michael Larabel is the founder and principal author of Phoronix.com, established in 2004 to enhance the Linux hardware experience. He has authored over 20,000 articles on topics like Linux hardware support, performance, and graphics drivers. In addition to his writing, he leads the development of several benchmarking tools, including the Phoronix Test Suite. The website offers a premium subscription for ad-free access and additional features while supporting its operations. Contributions can also be made through tips or donations.

Published: 2025-12-22 | Origin: Hacker News

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Published: 2025-12-22 | Origin: /r/programming

In high-scale distributed systems, even a slight increase in latency in a leaf service can lead to cascading failures, where localized performance degradation escalates into complete site outages. A core issue in microservices architectures is the use of synchronous, blocking I/O within fixed thread pools. When a downstream service experiences significant latency, it blocks the worker threads in the calling service, leading to resource exhaustion. For instance, an API gateway with 200 worker threads can quickly become saturated if it waits on a slow downstream service

Published: 2025-12-22 | Origin: /r/programming

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Published: 2025-12-22 | Origin: Hacker News

The content emphasizes that all feedback is valued and taken seriously. It also mentions the availability of qualifiers in their documentation and notes that an error occurred while loading the page, suggesting reloading it.

Published: 2025-12-22 | Origin: /r/programming

Generating crossword puzzles is an NP-Complete problem due to the constraints that intersecting words create across the grid. As a result, there is no efficient algorithm that guarantees a solution, but effective heuristics can produce satisfactory outcomes. In late 2021, the author, inspired by a passion for the New York Times Crossword during lockdown, embarked on a project to create a crossword app. This led to the development of "Crosswarped," an iOS and Android game utilizing an algorithm for generating cross

Published: 2025-12-22 | Origin: /r/programming

The essay "When 2 + 2 Does Not Equal 4.0" explores the concept of equality in programming languages, highlighting the distinction between functional equality and semantic equality. It begins by discussing how incorrect assumptions about equality can lead to unexpected behaviors, as illustrated by JavaScript's treatment of different values like "" and [0], which are equal to 0 but not to each other. The essay references Leibniz’s Law, which posits that two things are identical if they share

Published: 2025-12-22 | Origin: /r/programming

The content emphasizes the importance of agreeing to LinkedIn's User Agreement and Privacy Policies for joining or signing in. It discusses the author's experience in full stack development, noting a focus on backend work while trying to provide comprehensive support for changes. The author intends to offer detailed, step-by-step descriptions of real-world examples, highlighting the value of each incremental change and risk reduction strategies. The core premise is that achieving complete quality assurance before production is often unrealistic, and therefore, safe implementations using feature toggles and

Published: 2025-12-22 | Origin: /r/programming

Elizabeth from SigNoz introduces a newsletter focused on observability, OpenTelemetry, open-source, and related engineering topics. The team at SigNoz, passionate about these areas, aims to share their knowledge with readers and encourages subscriptions. In this final edition of the year, she includes Easter eggs for "Stranger Things" fans and wishes everyone a happy holiday season. She reflects on the challenges of maintaining observability in frontend applications, noting that relying on browser DevTools for logs limits visibility when troubleshooting

Published: 2025-12-22 | Origin: /r/programming

The author reflects on a fulfilling year in 2025, during which they worked with various technologies such as Golang, Java, Spring Boot, and more. They express a concern about the lack of deep understanding of computer operations among professionals who work at a high abstraction level. As a result, the author has begun exploring foundational computer science topics. They emphasize the importance of understanding operating systems (OS) for software engineers, particularly backend engineers, as OS is the core layer underpinning software functionality. The

Published: 2025-12-22 | Origin: /r/programming

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Published: 2025-12-22 | Origin: /r/ruby

JsonMend is a Ruby gem designed to repair broken or malformed JSON strings, particularly those generated by Large Language Models (LLMs). It corrects common issues like missing quotes, trailing commas, unescaped characters, and stray comments. Users can add JsonMend to their application by including it in the Gemfile and executing specified commands. The main method, `JsonMend.repair`, returns valid JSON by default, but can return data in Hash or Array format if configured. It offers setup

Published: 2025-12-22 | Origin: /r/programming

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Published: 2025-12-22 | Origin: Hacker News

A couple of months ago, the author received a request to add CSRF protection to their web framework, Microdot. Initially, they planned to incorporate traditional methods like anti-CSRF tokens and double-submit cookies. However, they discovered a simpler approach to mitigate CSRF attacks. Despite the common advice against implementing security features independently—favoring established solutions—the author, as the sole maintainer of Microdot, felt compelled to create a CSRF protection mechanism themselves due to the lack of existing options. They

Published: 2025-12-22 | Origin: Hacker News

The content emphasizes the importance of user feedback and acknowledges its receipt. It directs users to the documentation for available qualifiers and provides an example of building the "iced" GUI framework for Android. It mentions that users can run examples from iced, excluding certain rendering parts, and outlines some functionality issues with text input, such as copy/paste and keyboard visibility, which require Java calls. The document references the "android-activity" crate for detailed guidance and explains that although iced does not natively support Android,

Published: 2025-12-22 | Origin: Hacker News

Yusuf Mohammad discusses the implications of running an ONNX model with ONNX Runtime (ORT) using the CoreMLExecutionProvider, which can affect model predictions due to default behavior that casts models to FP16. To ensure the model remains in FP32 on a Mac GPU, a specific setup for the InferenceSession is recommended. After training the EyesOff model, evaluations showed discrepancies in outputs when comparing model performance between ONNX on MPS, ONNX on CPU, and PyTorch on both platforms

Published: 2025-12-21 | Origin: Hacker News

On November 24, 2025, Disneyland Paris unveiled a cutting-edge robotic character representing Olaf from Disney's Frozen, introduced by Bruce Vaughn and Natacha Rafalski. This innovation showcases Disney's commitment to blending technology with storytelling, creating a lifelike experience that captures Olaf's essence through meticulous design and movement. The character features iridescent fibers to mimic the shimmer of snow and was developed in collaboration with the original animators to ensure authenticity. This debut marks a significant advancement in Disney

Published: 2025-12-21 | Origin: Hacker News

Of course! Please provide the content you'd like me to summarize.

Published: 2025-12-21 | Origin: Hacker News

The article initially discussed the viability of local coding models, suggesting they could potentially replace higher-cost coding subscription services. However, after community feedback, the author acknowledged a mistake in their hypothesis, correcting it from a tentative endorsement to a clear recommendation against dropping existing coding subscriptions for local models. The author emphasizes that while local models can perform approximately 90% of software development tasks, the final 10%—crucial for professional environments—is where these models fall short. They clarify that their perspective was