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Deploying ML models on-device is still a huge pain. Most teams default to cloud inference because:

Testing a model on different devices is manual and error-prone

Device constraints aren’t obvious from model exports

Rewriting deployment code for multiple platforms wastes days or weeks

I built Refactor AI, an infrastructure tool that:

Analyzes a trained ML model and flags ops that won’t run on the target device

Refactors the model where possible

Generates deployment-ready code for CoreML, ONNX Runtime, ONNX.js, and TFLite

This reduces deployment time from days to minutes, and lets teams run inference natively on-device, saving on cloud GPU costs.

Open to feedback, testing on real models, or ideas for improvement.

The article discusses the potential interest of tech investors in mining opportunities in Greenland if the United States acquires the territory. It explores the viability and implications of such mining activities, as expressed by the CEO of a company involved in the region.

The article critiques the education system's focus on academic excellence and standardized testing, arguing that this approach often leads to the neglect of critical thinking, creativity, and well-rounded development. It suggests a shift towards a more holistic education that nurtures diverse skills and prepares students for the complexities of the real world.

The article explores the impact of AI-powered chatbots like ChatGPT on the advertising industry, highlighting concerns about their potential to create misleading content and disrupt traditional advertising models.

time claude /quit - 1.47sec

time copilot /quit - 1.04 secs

time gemini -i /quit - 7.36 secs

Why gemini cli startup is so slow and why google doesn't care?

I built this to solve my own problem — sourdough takes ~20 hours from start to finish, and I was tired of setting a dozen alarms and constantly checking "what's next?" Flour Hour lets you pick a recipe, set your start time (or work backwards from when you want to eat), and it calculates every step with exact timestamps. Includes 22 recipes: classic sourdough, same-day sourdough, focaccia, bagels, croissants, brioche, discard pancakes, and more. Each with ingredients. Tech: React + Vite, deployed on GitHub Pages. The interesting part — I built it entirely by talking to Claude Code. Described what I wanted like a client, and it wrote all the code. Took about 3 hours of conversation (not counting rate limits). GitHub: https://github.com/YaninaTrekhleb/flour-hour Happy to answer questions about the build process or the app itself.

The article discusses the importance of 'floss' - the process of fine-tuning large language models (LLMs) on specific tasks or datasets. It highlights the benefits of flossing, such as improved performance and reliability, and provides insights into the challenges and considerations involved in the process.

The article describes the creation of a contribution graph, a visual representation of an individual's activity on a code repository. It explains the process of collecting and visualizing data to create an interactive contribution graph, which can be used to better understand coding activity patterns.

Microsoft is reportedly on track to spend up to $500 million on Anthropic, an artificial intelligence company, as part of its efforts to develop advanced AI technologies and compete with other tech giants in the AI space.

This article provides a detailed guide on how to calculate a seller's net sheet in Florida, including information on closing costs, commissions, and other deductions that impact the final net proceeds from a real estate sale.

The article discusses the growing popularity of AI-powered writing assistants and their potential impact on the future of content creation. It explores the advantages and limitations of these tools, as well as the ethical considerations surrounding their use.

With rest apis, you have to bring in documentation and such into context.

With Graphql you just need the endpoint, and an API token. You can then tell the AI to explore the API to accomplish whatever goal you need.

Graphql has become really useful for my work in that regard.

The article discusses the creation of tjs, a lightweight and efficient task runner written in TypeScript. It highlights tjs's simplicity, easy configuration, and cross-platform compatibility, making it a viable alternative to other task runners like Grunt or Gulp.

The Chinese military is developing over 10 quantum warfare weapons, including quantum radar, quantum communication, and quantum computing capabilities, to enhance its military advantage and counter Western technologies.

Android app that finally lets you control flashlight brightness, add strobing with multiple frequencies. It's beautiful, seamless and open source!

The article discusses the importance of upgrading and modernizing the United States' electrical grid, appliances, and manufacturing capabilities to address climate change and improve energy efficiency. It emphasizes the need for significant investments and policy changes to drive these essential transformations.

The article discusses the ongoing lawsuit against Activision Blizzard CEO Bobby Kotick and the potential acquisition of Activision Blizzard by Microsoft, as well as the recent sale of Activision Blizzard's studios to Embracer Group.

Tract is an open-source neural network inference engine that enables efficient deployment of deep learning models on a variety of hardware platforms. It provides a flexible, high-performance, and cross-platform solution for running state-of-the-art AI models in real-world applications.

The article discusses a quirk in the Quake engine where players can perform 'rampsliding', a technique that allows for faster movement by exploiting the engine's physics. The author examines the history, mechanics, and applications of this unintended feature within the Quake modding community.

This article provides a comprehensive guide on migrating DDL (Data Definition Language) from Oracle to PostgreSQL, covering essential steps such as schema conversion, data type mapping, and index management to ensure a successful transition between the two database systems.

Airbnb has hired a former Meta AI executive as its new Chief Technology Officer, signaling the company's focus on leveraging advanced technologies to enhance its platform and services.

Figtalia is an Italian company that specializes in the cultivation, processing, and distribution of high-quality figs. The article provides an overview of the company's history, its commitment to sustainable practices, and its innovative approach to fig production and distribution.

The article explores the myth of 'conscious AI', examining the limitations of current AI systems and the challenges in achieving true machine consciousness. It delves into the philosophical and technical complexities involved in creating an AI system with self-awareness and subjective experiences.

The article explores the concept of a 'Sword Blade Bank,' a unique financial institution that uses sword blades as collateral for loans. It examines the historical origins, operating principles, and potential benefits and drawbacks of this unconventional banking model.

The report examines the factors contributing to the shortage of critical minerals and materials in the United States, highlighting the importance of securing domestic supply chains and reducing dependency on foreign sources to maintain national security and economic competitiveness.

OpenAI's Whisper model demonstrates the potential of AI to transform healthcare by enabling real-time transcription and analysis of medical consultations, potentially improving patient outcomes and streamlining healthcare workflows.

Vercel introduces AI Voice Elements, a feature that allows developers to easily integrate AI-generated audio into their web applications, enabling more natural and engaging user experiences.