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The article discusses the concept of 'import memory' in artificial intelligence, which involves transferring knowledge from one model to another to improve performance. It explores the potential benefits and challenges of this approach, as well as its applications in various domains.

Ghostty is a lightweight and open-source terminal emulator designed for developers and power users. It offers a range of customization options and features, including support for SSH, SFTP, and various plugins, to enhance productivity and workflow.

The article explains the concept of decision trees, a popular machine learning algorithm used for classification and regression tasks. It discusses the basic structure of decision trees, how they work, and their key advantages like interpretability and flexibility in handling different types of data.

The article discusses the challenges of writing clean, maintainable code and provides practical tips for developers to improve their coding practices. It emphasizes the importance of writing code that is easy to understand, test, and refactor, and offers guidance on techniques such as consistent naming conventions, modular design, and effective documentation.

The article discusses the potential impact of AI on the role of junior developers, suggesting that AI-powered tools may make their skills less valuable in the job market. It explores the concerns and challenges that this trend may present for both junior developers and the tech industry as a whole.

The article discusses a series of military strikes between the United States and Israel against Iranian targets, including sites associated with Iran's Supreme Leader Ayatollah Ali Khamenei. The strikes are part of an escalating conflict between the U.S., Israel, and Iran over Iran's nuclear program and regional influence.

Posted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet

The article explores the development of a new programming language called 'ScrapScript' that aims to simplify and streamline the process of web scraping, making it more accessible to a wider range of users, including those without extensive programming experience.

The article explores the daily reality of Israeli occupation in the West Bank, detailing instances of violence and oppression faced by Palestinians, and highlighting the moral dilemmas and complexities inherent in the ongoing conflict.

The article describes a SAS audio processor, a tool that allows users to process audio files and perform various operations such as normalization, equalization, and conversion between different audio formats. The processor is built using the SAS programming language and is designed to be a powerful and flexible tool for audio processing tasks.

The article discusses the increasing prevalence of 'incel' terminology and ideology in mainstream media and government discourse, highlighting concerns over the normalization and spread of such harmful and misogynistic views.

The article examines how artificial intelligence (AI) has become a commodity, with large tech companies offering AI services and tools that can be easily integrated into other applications. It discusses the implications of this shift and the potential challenges it poses for companies and individuals working with AI.

process demo - https://i.redd.it/fbhlwsq1gcmg1.gif render demo - https://i.redd.it/smddwtryhcmg1.gif

I love making creative software. I spent a few years making pixel art software but recently have gotten into 3d animation and 2d animation and really wanted a way to realize crazy ideas.

Blockbench didn't feel quite right, spline is super well made but felt catered too much to just idle website animations, and I really didn't want to fall down a master class in Blender just to make some silly stuff. While I'm definitely not discounting Blender's literal powerhouse functionality, I wanted something smaller, easier to adopt, and something directly inside the web ecosystem. So that when I want to make assets for silly games I won't have to jump through any hoops to make everything match up and render nicely. So, I made Topomaker (tentative name).

It's sporting your basic 3d modeling, coloring, and animation. It's currently supporting exports to mp4's and gifs for sharing, and then glb's and obj's for making games in threejs.

I literally just started it a couple weeks ago so there are probably tons of bugs, so maybe not for anything serious, but feel free to play around with it and let me know what you think!

The article discusses Vee, an open-source, multi-platform video player application that supports a wide range of media formats and provides advanced features such as video processing, subtitle support, and a sleek user interface.

The article provides an update on the progress made by the Servo browser engine project in January 2026, highlighting improvements in performance, stability, and the integration of new features to enhance the overall browsing experience.

Hi, I am Anthony.

Every token your filesystem tools consume is context the model cannot use for reasoning. Most MCP file servers are O(file size) on every operation: reads return the whole file, edits rewrite the whole file. The context window fills up before the agent gets anything meaningful done, and the problem compounds silently as your files grow.

Chisel makes edits O(diff) and reads O(match). The agent sends a unified diff instead of a full rewrite, and queries with grep or sed instead of reading entire files. On a 500-line file this is nearly two orders of magnitude less context per operation. The savings scale linearly with file size, so the larger your codebase, the more it matters.

The other thing I cared about was security. Path confinement is enforced at the kernel level via cap-std and openat with O_NOFOLLOW, not a userspace prefix check. Shell commands run via direct execve against a fixed compile-time whitelist — no sh -c wrapper, no arbitrary execution. Atomic writes use a tmp-and-rename so a failed patch never corrupts the target file.

It ships as a standalone MCP server, as chisel-core, a plain sync Rust library you can embed in your own MCP server, and as a WASM build for Node.js and Python runtimes, you can bring your own MCP and build on top of it.

Would love feedback, especially from anyone building agents that do heavy file manipulation.

GitHub: https://github.com/ckanthony/Chisel

The article discusses how top companies are shifting their recruitment strategies away from exclusively targeting elite colleges, as talent can be found everywhere. It highlights the growing trend of companies broadening their search for skilled candidates beyond traditional ivy league institutions.

TLDR; I built a tool that turns any API into a CLI designed for ai agents

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Got tired of dealing with bloated context windows from MCP servers and skills that stuff entire API docs into the agent's context

CLIs fix this, agents run a single command to self-discover everything an API has to offer

So, built a tool to generate them for any api. All CLIs are written in Go, fast and lightweight, no dependencies

Help text (via the --help flag) is the killer feature: all context for each command/endpoint/parameter is extracted directly from the user-facing API docs and enhanced with llms. It's bundled directly with the CLI and agents fetch only what they need at runtime. No context overhead, no fumbled API calls.

Most APIs don't have a CLI yet. Can have Opus one-shot simple ones, but building a great one with cross-platform binaries, install scripts, detailed help text, and auto-updates takes time and is frustrating to repeat for every API. Maintaining it the API grows is a headache

Give InstantCLI any API docs url and it generates a production-ready CLI in minutes. It includes binaries + install scripts for all platforms, auto-updates as your API changes, docs-enhanced help text designed for agents, and hosting

During a hackathon, I build this platform that will help compute cost optimal infra plans to run ML workloads. Plans are computed based on the nature of workload, reasearch papers for custom requirements and configs if set by the user. I also added an agentic inbox, so users can check status, ask questions and even kick off a training job on the go, without having to log into the dashboard.

I wanted to know if this would be actually helpful in real scenarios and what more can be added so it addresses some more pain points. Let me know, thanks!

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

The article explores the concept of 'perfectly transparent' companies, where all information about the organization, including financial details and internal operations, is openly shared with the public. It discusses the potential benefits and challenges of this level of transparency for businesses and their stakeholders.