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Voxtral, an AI-powered transcription service, has launched a new feature called Voxtral Transcribe 2 that offers improved accuracy and faster turnaround times for audio and video transcription. The service aims to provide a more efficient and cost-effective solution for businesses and individuals who need accurate transcripts of their audio and video content.

The article discusses the creation of OpenClaw, an AI-powered personal assistant that aims to be more capable and user-friendly than traditional digital assistants. It highlights the limitations of current AI technology and proposes OpenClaw as a potential solution that could revolutionize the way people interact with their devices.

sqldef is an open-source command-line tool that helps developers manage and synchronize database schemas across different environments. It supports multiple database engines and simplifies the process of maintaining consistent database structures throughout the software development lifecycle.

This article discusses the challenges of using Anthropic's Claude AI model when the user's quota runs out, and provides a solution for connecting to local models instead. It explains how to set up and use a local model to continue working without the limitations of the quota.

The article discusses the potential impact of AI on the B2B SaaS industry, highlighting how AI can automate certain tasks, improve customer experience, and drive innovation, but also poses challenges such as data privacy and job displacement.

The article discusses the Remarkable Pro Colors, a new e-ink tablet that offers a wider range of color options compared to previous Remarkable models. It highlights the device's improved color accuracy, pen performance, and potential applications in various fields, such as art, design, and education.

Fluid is a software development company that provides cloud-based infrastructure and engineering services to help organizations build, deploy, and scale their applications more efficiently.

The article describes the process of building an arcade display adapter that can convert RGB signals from vintage arcade machines to a modern HDMI output, allowing users to connect these classic games to modern displays and televisions.

Gift link: https://www.wsj.com/tech/ai/microsofts-pivotal-ai-product-is...

Lily is a modern, statically-typed programming language that aims to provide a productive and expressive development experience. It features a focus on simplicity, safety, and concurrency, making it a promising choice for building efficient and reliable software applications.

The article discusses the importance of rocks in the ecosystem, highlighting their role in providing habitats for various organisms and their significance in the geological and hydrological cycles. It emphasizes the need to preserve and protect these natural resources for the benefit of the environment and future generations.

The article explores the history and evolution of tractors, highlighting their significance in agricultural and industrial advancements. It discusses the technological developments, design changes, and societal impacts that have shaped the tractor's role over time.

bunqueue is a BUN-based queue service that provides a simple and efficient way to manage asynchronous tasks. It offers features like job scheduling, fault tolerance, and automatic retries, making it a useful tool for building scalable and reliable distributed systems.

The article discusses the limitations of using the built-in secure erase feature of NVMe drives to reliably and securely erase data. It highlights the risks of relying solely on this method and recommends alternative approaches to ensure complete and verifiable data erasure.

The article presents a novel deep learning model for generating high-resolution images from low-resolution inputs. The proposed approach leverages generative adversarial networks and achieves state-of-the-art performance in super-resolution tasks.

The article discusses the increasing recognition among companies of the benefits of retaining older employees, including their valuable experience, skills, and institutional knowledge. It explores how companies are adapting to accommodate and support their aging workforce, such as offering flexible work arrangements and training programs.

The article discusses the development of ClawdBot, a robotic arm designed for educational purposes. It covers the hardware and software used in the project, as well as the motivations and goals behind creating this educational tool.

Claude, Anthropic's AI language model, is designed as a 'space to think' - an open-ended conversational assistant that can engage in tasks like research, analysis, and creative exploration, while maintaining transparency about its capabilities and limitations.

This article explores the use of data visualization techniques to analyze and interpret poetry. It discusses how various data visualization methods can be applied to gain new insights into poetic works and uncover hidden patterns and themes.

The article discusses the author's experience building a coding agent using a microVM and the Nix package manager. It covers the benefits of using a microVM for isolation and the advantages of Nix for consistent, reproducible development environments.

Looks like there's another round of Zendesk email spam happening. I've gotten hundreds over the last half-hour.

I review PRs all day and I've basically stopped reading them. Someone opens a 2000-line PR, I scroll, see it's mostly AI-generated React components, leave a comment, merge. I felt bad about it until I realized everyone on my team does the same thing.

The problem is diffs are the wrong format. A PR might change how three buttons behave. Staring at green and red lines to understand that is crazy.

The core reason we built this is that we feel that products today are built with assumptions from the past. 100x code with the same review systems means 100x human attention. Human attention cannot scale to fit that need, so we built something different. Humans are provably more engaged with video content than text.

So we RL trained and built an agent that watches your preview deployment when you open a PR, clicks around the stuff that changed, and posts a video in the PR itself.

Hardest part was figuring out where changed code actually lives in the running app. A diff could say Button.tsx line 47 changed, but that doesn't tell you how to find that button. We walk React's Fiber tree where each node maps back to source files, so we can trace changes to bounding boxes for the DOM elements. We then reward the model for showing and interacting within it.

This obviously only works with React so we have to get more clever when generalizing to all languages.

We trained an RL agent to interact with those components. Simple reward: points for getting modified stuff into viewport, double for clicking/typing. About 30% of what it does is weird, partial form submits, hitting escape mid-modal, because real users do that stuff and polite AI models won't test it on their own.

This catches things unit tests miss completely: z-index bugs where something renders but you can't click it, scroll containers that trap you, handlers that fail silently.

What's janky right now: feature flags, storing different user states, and anything that requires context not provided.

Free to try: https://morphllm.com/dashboard/integrations/github

Demo: https://www.youtube.com/watch?v=Tc66RMA0nCY

Valve announces the release of Steam Deck, a powerful handheld gaming device that allows players to access their entire Steam library on the go. The Steam Deck features a custom AMD APU, a high-resolution touchscreen display, and a variety of control options to provide a seamless and versatile gaming experience.

This article outlines the role and responsibilities of a Product Engineer at RunConverge, a software company. It highlights the key skills and experience required, as well as the opportunities for growth and development within the organization.

The article describes how the team at Qodo built a real-world benchmark for AI-powered code review, focusing on the challenges they faced and the approach they took to create a dataset that accurately represents the complexities of software development.

The article announces the launch of Codex, a new app that aims to simplify the process of writing and publishing code for developers. It highlights the app's key features, including its intuitive interface, built-in coding tools, and the ability to collaborate with others on projects.

Debian developers are taking a 'quiet away' period, pausing new package uploads and major changes to the stable distribution to allow for stabilization and preparation for the upcoming Debian 12 'Bookworm' release. This temporary break in active development is intended to ensure the stability and reliability of the next Debian version.

The article discusses the progress made in eradicating Guinea worm disease, which is on track to become the second human disease to be eradicated after smallpox. In 2025, only 10 cases of Guinea worm were reported, a significant decline from previous years.