YouTube CEO Acknowledges ‘AI Slop’ Problem, Says Platform Will Curb Low-Quality AI Content
YouTube CEO Neal Mohan used his annual letter to creators, published Wednesday, to outline an ambitious 2026 vision that embraces AI-powered creative tools while simultaneously pledging to crack down on the low-quality AI content that has come to be known as “slop.”

Mohan identified four AI-relate … ⌘ Read more

PHPStan Now 25~40% Faster For Static Analysis
For those using the powerful PHPStan tool for static analysis on PHP code, this week’s PHPStan 2.1.34 is promoting optimized performance with projects seeing around 25% to 40% faster analysis times… ⌘ Read more

Developer Rescues Stadia Bluetooth Tool That Google Killed
This week, Google finally shut down the official Stadia Bluetooth conversion tool… but there’s no need to panic! Developer Christopher Klay preserved a copy on his personal GitHub and is hosting a fully working version of the tool on a dedicated website to make it even easier to find. The Verge’s Sean Hollister reports: I haven’t tried Klay’s mirror, as bo … ⌘ Read more

LLVM Adopts “Human In The Loop” Policy For AI/Tool-Assisted Contributions
Following recent discussions over AI contributions to the LLVM open-source compiler project, they have come to an agreement on allowing AI/tool-assisted contributions but that there must be a human involved that is first looking over the code before opening any pull request and similar. Strictly AI-driven contributions without any human vetting will not be permitted… ⌘ Read more

Valve Has ‘Significantly’ Rewritten Steam’s Rules For How Developers Must Disclose AI Use
Valve has substantially overhauled its guidelines for how game developers must disclose the use of generative AI on Steam, making explicit that tools like code assistants and other development aids do not fall under the disclosure requirement. The updated rules clarify that Valve’s focus is not on “ … ⌘ Read more

Dumbphone Owners Have Lost Their Minds
The growing enthusiasm among Gen Z for ditching smartphones in favor of basic “dumbphones” may be overlooking a significant cognitive reality, according to a WIRED essay that draws on the 1998 “extended mind hypothesis” by philosophers Andy Clark and David Chalmers. The hypothesis argues that external tools can extend the biological brain in an all but physical way, meaning your phone isn’t just a … ⌘ Read more

SPDX SBOM Generation Tool Proposed For The Linux Kernel
For those organizations on the Software Bill of Materials (SBOM) bandwagon for increasing transparency around software components with license compliance, vulnerability management, and securing the software supply chain, proposed patches to the Linux kernel would introduce an SPDX SBOM Generation Tool… ⌘ Read more

@lyse@lyse.isobeef.org The thing is that’s hard to avoid if TYPE_CHECKING, but documentation tools such as pdoc don’t support that … so it’s either type hints or API docs. 🤷

I hope I can eventually find a way out of this mess …

Linux’s Intel-Speed-Select Tool Will Allow Non-Root Use With Linux 7.0
The intel-speed-select tool that lives within the Linux kernel source tree for allowing some control over Intel Speed Select Technology (SST) and managing of clock frequencies / performance behavior will finally allow limited non-root usage… ⌘ Read more

Retailers Rush to Implement AI-Assisted Shopping and Orders
This week Google “unveiled a set of tools for retailers that helps them roll out AI agents,” reports the Wall Street Journal,
The new retail AI agents, which help shoppers find their desired items, provide customer support and let people order food at restaurants, are part of what Alphabet-owned Google calls Gemini Enterprise for Customer Experience. Major reta … ⌘ Read more

AI Has Made Salesforce Engineers More Productive, So the Company Has Stopped Hiring Them, CEO Says
Salesforce CEO Marc Benioff said this week that his company’s software engineering headcount has remained “mostly flat” over the past year as internal AI tools have delivered substantial productivity gains.

Speaking on TBPN, Benioff said he has about 15,000 engineers who are “more p … ⌘ Read more

Ruby on Rails Creator Says AI Coding Tools Still Can’t Match Most Junior Programmers
AI still can’t produce code as well as most junior programmers he’s worked with, David Heinemeier Hansson, the creator of Ruby on Rails and co-founder of 37 Signals, said on a recent podcast [video link], which is why he continues to write most of his code by hand. Hansson compared AI’s current coding … ⌘ Read more

McKinsey Asks Graduates To Use AI Chatbot in Recruitment Process
McKinsey is asking graduate applicants to “collaborate” with an AI tool as part of its recruitment process, as competence with the technology becomes a requirement in competing for top-level jobs. From a report: The blue-chip consultancy is incorporating an “AI interview” into some final-round interviews, according to CaseBasix, a US company that helps … ⌘ Read more

Bcachefs Ships Latest User-Space Utilities With bcachefs-tools 1.35
Kent Overstreet has shipped the latest version of bcachefs-tools, the user-space code complementing the Bcachefs file-system kernel driver. There are a number of improvements present in this latest version with Overstreet remaining committed to advancing Bcachefs even with its current out-of-tree kernel status… ⌘ Read more

The modern world seems to want to separate the concepts of beauty and utility. We’re fine with having things that are aesthetic but don’ do anything useful, while the tools of society that get work done are often very ugly–visually, socially and metaphorically. Beauty without utility is worthless; utility without beauty is meaningless. We can’t treat them independently.

@movq@www.uninformativ.de Sorry, I meant the builtin module:

$ python3 -m pep8 file.py
/usr/lib/python3/dist-packages/pep8.py:2123: UserWarning: 

pep8 has been renamed to pycodestyle (GitHub issue #466)
Use of the pep8 tool will be removed in a future release.
Please install and use `pycodestyle` instead.

  $ pip install pycodestyle
  $ pycodestyle ...

I can’t seem to remember the name pycodestyle for the life of me. Maybe that’s why I almost never use it.

LLMinus Working On AI/LLM-Powered Merge Conflict Resolution For The Linux Kernel
Building off an initial request for comments (RFC) patch series posted during the winter holidays, an updated RFC patch series was posted this weekend for LLMinus. LLMinus is an effort led by NVIDIA Linux kernel engineer Sasha Levin to provide a large language model (LLM) assisted merge conflict resolution tool focused on Linux kernel development… ⌘ Read more

Auto-CPUFreq 3.0 Released To Help You Extend Laptop Battery Life On Linux
Auto-CPUFreq 3.0 released this weekend as the newest version of this Linux user-space tool to help you extend your laptop battery life by automatically applying CPU speed and power optimizations. When all goes according to plan, Auto-CPUFreq means extending your battery life without compromises to the user experience… ⌘ Read more

Amazon’s AI Tool Listed Products from Small Businesses Without Their Knowledge
Bloomberg reports on Amazon listings “automatically generated by an experimental AI tool” for stores that don’t sell on Amazon.

Bloomberg notes that the listings “didn’t always correspond to the correct product”, leaving the stores to handle the complaints from angry customers:

Between the Christmas and New Year holidays, s … ⌘ Read more

Since I used so much Rust during the holidays, I got totally used to rustfmt. I now use similar tools for Python (black and isort).

What have I been doing all these years?! I never want to format code manually again. 🤣😅

Linus Torvalds’ Latest Open-Source Project Is AudioNoise - Made With The Help Of Vibe Coding
In addition to Linus Torvalds’ recent comments around AI tooling documentation, it turns out in fact that Linus Torvalds has been using vibe coding himself. Over the holidays Linus Torvalds has been working on a new open-source project called AudioNoise that was started with the help of AI vibe coding… ⌘ Read more

ollama 0.14 Can Make Use Of Bash For Letting AI/LLMs Run Commands On Your System
The ollama 0.14-rc2 release is available today and it introduces new functionality with ollama run –experimental for in this experimental mode to run an agent loop so that LLMs can use tools like bash and web searching on your system. It’s opt-in for letting ollama/LLMs make use of bash on your local system and there are at least some safeguards in place… ⌘ Read more

Microsoft May Soon Allow IT Admins To Uninstall Copilot
Microsoft is testing a new Windows policy that lets IT administrators uninstall Microsoft Copilot from managed devices. The change rolls out via Windows Insider builds and works through standard management tools like Intune and SCCM. BleepingComputer reports: The new policy will apply to devices where the Microsoft 365 Copilot and Microsoft Copilot are both installe … ⌘ Read more

Google Is Adding an ‘AI Inbox’ To Gmail That Summarizes Emails
An anonymous reader quotes a report from Wired: Google is putting even more generative AI tools into Gmail as part of its goal to further personalize user inboxes and streamline searches. On Thursday, the company announced a new “AI Inbox” tab, currently in a beta testing phase, that reads every message in a user’s Gmail and suggests a list of to-dos a … ⌘ Read more

Microsoft Turns Copilot Chats Into a Checkout Lane
Microsoft is embedding full e-commerce checkout directly into Copilot chats, letting users buy products without ever visiting a retailer’s website. “If checkout happens inside AI conversations, retailers risk losing direct customer relationships – while platforms like Microsoft gain leverage,” reports Axios. From the report: Microsoft unveiled new agentic AI tools for retailers … ⌘ Read more

‘The Downside To Using AI for All Those Boring Tasks at Work’
The promise of AI-powered workplace tools that sort emails, take meeting notes, and file expense reports is finally delivering meaningful productivity gains – one software startup reported a 20% boost around mid-2025 – but companies are discovering an unexpected tradeoff: employees are burning out from the relentless pace of high-level cognitive work.

Roge … ⌘ Read more

The Inevitable Rise of the Art TV
Several years after Samsung introduced the Frame TV in 2017 – a television designed to display fine art and resemble a framed painting when switched off – competitors are finally catching up in meaningful numbers. Amazon announced the Ember Artline TV at CES 2026 this week, a $899 model that can display one of 2,000 works of art for free and includes an Alexa AI tool to recommend pieces suited to … ⌘ Read more

GNU ddrescue 1.30 “Orders of Magnitude” Better In Recovery From Drives With A Dead Head
GNU ddrescue as the free software data recovery tool from files or block devices is out today with a big feature release. The new GNU ddrescue 1.30 is improved by “orders of magnitude” for the automatic recovery from drives with a dead head… ⌘ Read more

Microsoft CEO: Time To Move ‘Beyond the Arguments of Slop vs Sophistication’
The tech industry needs to move “beyond the arguments of slop vs sophistication” and develop a new “theory of the mind” that accounts for humans now equipped with “cognitive amplifier tools,” Microsoft CEO Satya Nadella wrote in a year-end reflection blog. The post frames 2026 as yet another “pivotal year for AI” – but one that “ … ⌘ Read more

Aeryn OS Continuing To Focus On Tooling & Infrastructure In 2026
The Aeryn OS Linux distribution formerly known as Serpent OS has published a 2025 retrospective to recap the project changes over the past year as well as a look ahead to 2026… ⌘ Read more

mu (µ) now has builtin code formatting and linting tools, making µ far more useful and useable as a general purpose programming language. Mu now includes:

• An interpreter for quick “scriptinog”
  
• A native code compiler for building native executables (Darwin / macOS only for now)
  
• A builtin set of developer tools, currently: fmt (-fmt), check (-check) and test (-test).

VC Sees AI-generated Video Gutting the Creator Economy
AI-generated video tools like OpenAI’s Sora will make individual content creators “far, far, far less valuable” as social media platforms shift toward algorithmically generated content tailored to each viewer, according to Michael Mignano, a partner at venture capital firm Lightspeed and who cofounded the podcasting platform Anchor before Spotify acquired it.

Speaki … ⌘ Read more

@lyse@lyse.isobeef.org I can tell you this right now, writing assembly / machine code is fucking hard work™ 😓 I’m sure @movq@www.uninformativ.de can affirm 🤣 And when it all goes to shit™ (which it does often), man is debugging fucking hard as hell! Without debug symbols I can’t use the regular tools like lldb or gdb 😂

Ubuntu’s Rust Infatuation, New Optimizations & Other Ubuntu Linux 2025 Highlights
It was a very interesting year for Ubuntu Linux. Ahead of the important Ubuntu 26.04 LTS release due out this coming April, Ubuntu Linux this year was expeditiously migrating to new Rust-based system tools like sudo-rs and Rust Coreutils, new performance optimizations continued to be explored for bettering the out-of-the-box Ubuntu performance, better ARM64 support with its desktop ISO, and enhancing the Snapdragon X Elite laptop supp … ⌘ Read more

Fake MAS Windows Activation Domain Used To Spread PowerShell Malware
An anonymous reader shares a report: A typosquatted domain impersonating the Microsoft Activation Scripts (MAS) tool was used to distribute malicious PowerShell scripts that infect Windows systems with the ‘Cosmali Loader’. BleepingComputer has found that multiple MAS users began reporting on Reddit yesterday that they received pop-up warni … ⌘ Read more

Google Looks To Upstream Its Propeller Tool To LLVM For More Performance
Google’s Propeller is a profile-guided, reflinking optimizer for large codebases. Propeller is built atop LLVM and can allow for whole-program optimizations. Google compiler engineers are now hoping to bring the Propeller tool into the upstream LLVM codebase… ⌘ Read more

‘Fragmented’ Microsoft Tools Undercut Efficiency at Amazon and Whole Foods, Internal Deloitte Review Finds
An anonymous reader shares a report: It’s been more than eight years since Amazon bought Whole Foods, but the two companies still haven’t aligned their setup for the Microsoft software their employees use. That disconnect was flagged in an 8-week Deloitte review of W … ⌘ Read more

LLVM Considering An AI Tool Policy, AI Bot For Fixing Build System Breakage Proposed
Last week a request for comments (RFC) was issued around establishing an LLVM AI Tool Use Policy. The proposed policy would allow AI-assisted contributions to be made to this open-source compiler codebase but that there would need to be a “human in the loop” and the contributor versed enough to be able to answer questions during code review. Separately, yesterday a proposal was sent out for creating an AI-assisted fixer bot to hel … ⌘ Read more

@prologic@twtxt.net I’ve been awake at that time, didn’t notice anything. 🤔 Where was that BGP analyzer again … 😅 There’s a tool that keeps track of these things, right? I forgot what it was.

State of Play: Who Holds the Power in the Video Games Industry in 2025?
The video games industry in 2025 finds itself caught between the familiar forces of consolidation and job losses that have plagued creative industries, and a newer development: governments and the ultra-wealthy have begun treating games as tools of political influence. Saudi Arabia’s Public Investment Fund closed a $55 billion deal fo … ⌘ Read more

Bell Labs ‘Unix’ Tape from 1974 Successfully Dumped to a Tarball
Archive.org now has a page with “the raw analog waveform and the reconstructed digital tape image (analog.tap), read at the Computer History Museum’s Shustek Research Archives on 19 December 2025 by Al Kossow using a modified tape reader and analyzed with Len Shustek’s readtape tool.” A Berlin-based retrocomputing enthusiast has created a page with … ⌘ Read more

Does AI Really Make Coders Faster?
One developer tells MIT Technology Review that AI tools weaken the coding instincts he used to have. And beyond that, “It’s just not fun sitting there with my work being done for me.”

But is AI making coders faster? “After speaking to more than 30 developers, technology executives, analysts, and researchers, MIT Technology Review found that the picture is not as straightforward as it might seem…”
… ⌘ Read more

Stanford Computer Science Grads Find Their Degrees No Longer Guarantee Jobs
Elite computer science degrees are no longer a guaranteed on-ramp to tech jobs, as AI-driven coding tools slash demand for entry-level engineers and concentrate hiring around a small pool of already “elite” or AI-savvy developers. The Los Angeles Times reports: “Stanford computer science graduates are struggling to find … ⌘ Read more

@lyse@lyse.isobeef.org Yeah, well, given that I didn’t need this for such a long time, it’s probably not an essential tool. 😅

I’ve often wanted to have an outline of text documents, though, and tagbar/ctags can do that as well:

This isn’t as powerful as the “Navigator” tool in StarOffice/LibreOffice (which can be used to rearrange the document), but still pretty useful:

https://www.uninformativ.de/blog/postings/2024-05-23/0/so31.mp4

Uber is Hiring More Engineers Because AI is Making Them More Valuable, CEO Says
Uber is hiring more engineers rather than fewer because AI tools have made them “superhumans,” CEO Dara Khosrowshahi said, pushing back against the industry trend of using productivity gains to justify headcount cuts. Speaking on the “On with Kara Swisher” podcast, Khosrowshahi noted that other tech executives see AI … ⌘ Read more

Google To Retire ‘Dark Web Report’ Tool That Scanned for Leaked User Data
Google has decided to retire its free dark web monitoring tool, saying it wasn’t as helpful as the company hoped. From a report: In a support page, Google announced the discontinuation of the “dark web report” tool, two years after offering it as a free perk to Gmail users before expanding it more broadly. The feature worked by sca … ⌘ Read more

Disney Says Google AI Infringes Copyright ‘On a Massive Scale’
An anonymous reader quotes a report from Ars Technica: The Wild West of copyrighted characters in AI may be coming to an end. There has been legal wrangling over the role of copyright in the AI era, but the mother of all legal teams may now be gearing up for a fight. Disney has sent a cease and desist to Google, alleging the company’s AI tools are infr … ⌘ Read more

Disney and OpenAI have made a surprise deal – what happens next?
In a stunning reversal, Disney has changed tack with regard to safeguarding its copyrighted characters from incorporation into AI tools – perhaps a sign that no one can stem the tide of AI ⌘ Read more

AI Hackers Are Coming Dangerously Close to Beating Humans
Stanford researchers spent much of the past year building an AI bot called Artemis that scans networks for software vulnerabilities, and when they pitted it against ten professional penetration testers on the university’s own engineering network, the bot outperformed nine of them. The experiment offers a window into how rapidly AI hacking tools have improved aft … ⌘ Read more

2025 was chock full of exciting discoveries in human evolution
From an incredible series of revelations about the ancient humans called Denisovans to surprising discoveries about tool making, this year has given us a clearer picture of how and why humans evolved to be so different from other primates ⌘ Read more