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AI coding tools are shifting to a surprising place: The terminal

For years, code-editing tools like Cursor, Windsurf, and GitHub’s Copilot have been the standard for AI-powered software development. But as agentic AI grows more powerful and vibe coding takes off, a subtle shift has changed how AI systems are interacting with software. Instead of working on code, they’re increasingly interacting directly with the shell of whatever system they’re installed in. It’s a significant change in how AI-powered software development happens — and despite the low profil

Human Stigmergy: The world is my task list

Marco Giancotti , July 10, 2025 Cover image: Termite mound cross-section, Wikimedia Commons Termites and ants have no central planning. There are no architect ants in a nest-building project, no sponsors or supervisors, no instructions. Each worker is unaware and completely uninterested in what form the final mega-structure will take. No blueprints are to be found in any of their minds or outside them. Yet they build them all the time, and very well, too. Their substitute for plans and bluepri

AI coding tools are shifting to a surprising place: the terminal

For years, code-editing tools like Cursor, Windsurf, and GitHub’s Copilot have been the standard for AI-powered software development. But as agentic AI grows more powerful and vibe-coding takes off, a subtle shift has changed how AI systems are interacting with software. Instead of working on code, they’re increasingly interacting directly with the shell of whatever system they’re installed in. It’s a significant change in how AI-powered software development happens – and despite the low profile

Building Watson: An Overview of the DeepQA Project (2010)

Downloads Ferrucci, D., Brown, E., Chu-Carroll, J., Fan, J., Gondek, D., Kalyanpur, A. A., Lally, A., Murdock, J. W., Nyberg, E., Prager, J., Schlaefer, N., & Welty, C. (2010). Building Watson: An Overview of the DeepQA Project. AI Magazine , 31 (3), 59-79. https://doi.org/10.1609/aimag.v31i3.2303 License This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is prop

Topics: 10 1609 31 license terms

ITC rules Insta360 infringed on GoPro patents

The US International Trade Commission has determined that Chinese camera company Insta360 has infringed on at least some of GoPro's patents. Based on a press release from GoPro, the determination specifically found that "Insta360 violated federal law by importing and selling in the United States products that infringe GoPro intellectual property." GoPro was particularly "pleased" the ITC's judge found that Insta360 infringed on "a patent covering GoPro's iconic Hero camera design" and that they

Inertial forces (indirect terms) in problems with a central body

Gravitational systems in astrophysics often comprise a body – the primary – that far outweights the others, and which is taken as the centre of the reference frame. A fictitious acceleration, also known as the indirect term, must therefore be added to all other bodies in the system to compensate for the absence of motion of the primary. In this Research Note, we first stress that there is not one indirect term but as many indirect terms as there are bodies in the system that exert a gravitationa

Show HN: I built a tool to solve window management

Supported OS: Windows 10/11. Includes lifetime bug fixes and security updates. 30 day risk free guarantee. Limited Time Introductory Pricing! $ 29 $20, includes one year of all other types of updates. Algorithm, feature, etc. $ 59 $40, includes three years of all other types of updates. Select option on checkout page. First 3 to purchase get an additional 50% off and an additional year of updates. The next 10 to purchase get an additional 25% off and an additional year of updates. The n

Show HN: I built a tool to solve window management once and for all

Supported OS: Windows 10/11. Includes lifetime bug fixes and security updates. 30 day risk free guarantee. Limited Time Introductory Pricing! $ 29 $20, includes one year of all other types of updates. Algorithm, feature, etc. $ 59 $40, includes three years of all other types of updates. Select option on checkout page. First 3 to purchase get an additional 50% off and an additional year of updates. The next 10 to purchase get an additional 25% off and an additional year of updates. The n

The Novelty of the Arpanet

If you run an image search for the word “ARPANET,” you will find lots of maps showing how the government research network expanded steadily across the country throughout the late ’60s and early ’70s. I’m guessing that most people reading or hearing about the ARPANET for the first time encounter one of these maps. Obviously, the maps are interesting—it’s hard to believe that there were once so few networked computers that their locations could all be conveyed with what is really pretty lo-fi car

Show HN: Spegel, a Terminal Browser That Uses LLMs to Rewrite Webpages

Spegel - A Terminal Browser That Uses LLMs to Rewrite Webpages June 23, 2025 TL;DR Spegel is a proof-of-concept terminal web browser that feeds HTML through an LLM and renders the result as markdown directly in your terminal. Your browser does not support the video tag. Two weekends ago, after my family had gone to sleep, I found myself unsupervised with a laptop and an itch to build something interesting. A couple of hours later, I had a minimal web browser running in my terminal (no JavaSc

Supreme Court to decide whether ISPs must disconnect users accused of piracy

The Supreme Court has agreed to hear a case that could determine whether Internet service providers must terminate users who are accused of copyright infringement. In a list of orders released today, the court granted a petition filed by cable company Cox. The ISP, which was sued by Sony Music Entertainment, is trying to overturn a ruling that it is liable for copyright infringement because it failed to terminate users accused of piracy. Music companies want ISPs to disconnect users whose IP ad

Apple’s insanely complex App Store terms could point to 20% commission globally

Apple last week announced an insanely complex set of changes to its App Store terms in the EU, and hidden in the small–print is one sign that the company might be reducing its standard commission from 30% to 20%, and that it may make this change globally. If so, it would be the first time the company has ever reduced its 30% cut for all developers, and might go a long way to tackling its legal battles with antitrust regulators around the world … We last week reported on a set of sweeping chang

nimbme – Nim bare-metal environment

nimbme Nim bare-metal environment for embedded targets. headless mode Actual implemented target: raspberry pi1 / pi zero (bcm2835) General target requirements: at least 4KiB ram at least 20KiB flash 1 UART for terminal 1 hardware timer [cycle counter] software interrupt mechanism features cooperative scheduler (actual simple round-robin scheme / deadline-scheduler planned) code runs under system-mode (armv6) async programming model (requirement: do not block the event loop) easy po

I wish this Death Stranding 2 Ring Terminal replica were a real smart ring

TL;DR Kojima Productions and Anicorn have collaborated to create a 1:1 replica of the Ring Terminal from Death Stranding 2: On the Beach. The Ring Terminal features NFC technology that allows users to “forge a direct link with the immersive universe of Death Stranding 2.” The replica costs $240 and pre-orders open later today. Kojima Productions has just launched its highly anticipated title, Death Stranding 2: On the Beach. If you want even more of a connection to the world of Death Strandin

Google releases Gemini CLI with free Gemini 2.5 Pro

Google has released Gemini 2.5 Pro-powered Gemini CLI, which allows you to use Gemini inside your terminal, including Windows Terminal. Gemini CLI is written in Typecript and it works across all platforms, including Windows, macOS and Linux. If you're a developer, you can follow Gemini CLI's guidelines and plug it into scripts and extend capabilities of existing tools. Gemini CLI in Windows Terminal Source: BleepingComputer For example, if you use Cursor AI or Windsurf, you can integrate Ge

Gemini CLI is a free, open source coding agent that brings AI to your terminal

Some developers prefer to live in the command line interface (CLI), eschewing the flashy graphics and file management features of IDEs. Google's latest AI tool is for those terminal lovers. It's called Gemini CLI, and it shares a lot with Gemini Code Assist, but it works in your terminal environment instead of integrating with an IDE. And perhaps best of all, it's free and open source. Gemini CLI plugs into Gemini 2.5 Pro, Google's most advanced model for coding and simulated reasoning. It can

Can your terminal do emojis? How big?

Emojis are great. They're particularly useful to put in the output of scripts and get some eye catching output. At least provided they aren't overused, just like colour. $ important-command Lots of output... ‼️ Something went wrong! Some more output... But bigger emojis are better, right? The VT100, introduced in 1978 has a way to do bigger text. You can even play with this due to the wonderful PCjs VT100 implementation. The way it works is you use the DECDHL (DEC Double-Height Line) escapes

How I use my terminal

this is a whole blog post because it is "outside the overton window"; it usually takes at least a video before people even understand the thing i am trying to describe. so, here's the video: the steps here that tend to surprise people are , , and . when i say "surprise" i don't just mean that people are surprised that i've set this up, but they are surprised this is possible at all. here's what happens in that video: I start with Windows Terminal open on my laptop. I hit ctrl + shift + 5 , wh

I Use My Terminal

this is a whole blog post because it is "outside the overton window"; it usually takes at least a video before people even understand the thing i am trying to describe. so, here's the video: the steps here that tend to surprise people are , , and . when i say "surprise" i don't just mean that people are surprised that i've set this up, but they are surprised this is possible at all. here's what happens in that video: I start with Windows Terminal open on my laptop. I hit ctrl-shift-5 , which

The X Window System didn't immediately have X terminals

For a while, X terminals were a reasonably popular way to give people comparatively inexpensive X desktops. These X terminals relied on X's network transparency so that only the X server had to run on the X terminal itself, with all of your terminal windows and other programs running on a server somewhere and just displaying on the X terminal. For a long time, using a big server and a lab full of X terminals was significantly cheaper than setting up a lab full of actual workstations (until inexp

2048 with only 64 bits of state

This is an implementation of the classic 2048 game in your terminal: Share your game state with friends by just sending them a number! If the $STATE env variable isn't set, it generates a fresh random seed. Otherwise the board state and all future spawned cells will be deterministic.

Ancient termite poo reveals 120M-year-old secrets of Australia's forests

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: CT reconstructions of termite and mite coprolites. Credit: Palaeogeography, Palaeoclimatology, Palaeoecology (2025). DOI: 10.1016/j.palaeo.2025.113059 Imagine a lush forest with tree-ferns, their trunks capped by ribbon-like fronds. Conifers tower overhead, bearing triangular leaves almost sharp enough to pierce ski

College baseball, venture capital, and the long maybe

The Pitch Deck. The deck is often the introduction of a venture capitalist to a company, sent after a warm intro. For the athlete, the pitch deck consists of video and some metrics, posted on Twitter (the LinkedIn of college baseball). In both cases, the best story is (naturally) being told: they aren’t dishonest, but they also aren’t going to emphasize flaws or risks. In my experience, pitch decks are important, but not as important as the underlying business; similarly, terrific video of a bul

College Baseball, Venture Capital, and the Long Maybe

The Pitch Deck. The deck is often the introduction of a venture capitalist to a company, sent after a warm intro. For the athlete, the pitch deck consists of video and some metrics, posted on Twitter (the LinkedIn of college baseball). In both cases, the best story is (naturally) being told: they aren’t dishonest, but they also aren’t going to emphasize flaws or risks. In my experience, pitch decks are important, but not as important as the underlying business; similarly, terrific video of a bul

Mastodon updates its terms to prohibit AI model training

Social networks are bolstering their terms of service against scrapers and bots that crawl the website to train AI models. Days after Elon Musk-owned X updated its terms to explicitly prohibit AI model training, decentralized social network Mastodon today updated its own rules to bar any kind of model training, as well. “We explicitly prohibit the scraping of user data for unauthorized purposes, e.g. archival or large language model (LLM) training. We want to make it clear that training LLMs on

Why I'm switching to VS Code. Hint: It's all about AI tool integration

A look at the working IDE, with Copilot installed and waiting. David Gewirtz / Elyse Betters Picaro / ZDNET Well, I guess it had to happen. I used profanity and pejoratively scolded an AI. I'm not proud. You could say I did it to myself, and that is true. But I did this for you, so please read on. Let's make all this work worth it for both of us. Also: Is ChatGPT Plus really worth $20 when the free version offers so many premium features? In a few minutes, I'll tell you about my journey into

How to modify Starlink Mini to run without the built-in WiFi router

The Starlink Mini terminal is designed as a compact, all-in-one solution with an integrated Wi-Fi router. While this design is ideal for typical consumer use, certain applications—such as custom networking setups, embedded installations, or power-constrained environments—may benefit from removing the internal router entirely. In this article, I’ll detail the process of physically removing the built-in Wi-Fi router board from the Starlink Mini, allowing the terminal to operate solely via Ethernet

Show HN: Tattoy – a text-based terminal compositor

About Tattoy can generally be thought of as a framework for adding eye-candy to your terminal. It is purely text-based so works in any terminal emulator that supports true colour. "Graphics" is rendered with UTF8 half-blocks (▀,▄). Whilst most of its effects are for getting you street credibility it also has more powerful features based around its awareness of terminal contents. For example it can detect and auto adjust text contrast whilst remaining faithful to the terminal's palette. Tattoy

Here's how I finally cracked a tricky Linux problem with this AI terminal app

Warp is scary good at fixing problems. Screenshot by Jack Wallen/ZDNET I've been using Linux for a very, very long time, and it's rare that I encounter an issue I cannot resolve. However, a few weeks ago, such a problem occurred. The issue was caused by an installed application upgrade that required a dependency that the apt package manager couldn't solve. This meant I couldn't update or upgrade the system, and that, my friends, is a big problem. I tried to resolve the issue. I even attempted

Chatterbox TTS

Chatterbox TTS _Made with ♥️ by We're excited to introduce Chatterbox, Resemble AI's first production-grade open source TTS model. Licensed under MIT, Chatterbox has been benchmarked against leading closed-source systems like ElevenLabs, and is consistently preferred in side-by-side evaluations. Whether you're working on memes, videos, games, or AI agents, Chatterbox brings your content to life. It's also the first open source TTS model to support emotion exaggeration control, a powerful feat