Magika 1.0 Goes Stable As Google Rebuilds Its File Detection Tool In Rust
BrianFagioli writes: Google has released Magika 1.0, a stable version of its AI-based file type detection tool, and rebuilt the entire engine in Rust for speed and memory safety. The system now recognizes more than 200 file types, up from about 100, and is better at distinguishing look-alike formats such as JSON vs JSONL, TS … ⌘ Read more
Amazon is Testing an AI Tool That Automatically Translates Books Into Other Languages
An anonymous reader shares a report: Amazon just introduced an AI tool that will automatically translate books into other languages. The appropriately-named Kindle Translate is being advertised as a resource for authors that self publish on the platform.
The company says the tool can translate entire boo … ⌘ Read more
Dynamic MCPs with Docker: Stop Hardcoding Your Agents’ World
The MCP protocol is almost one year old and during that time, developers have built thousands of new MCP servers. Thinking back to MCP demos from six months ago, most developers were using one or two local MCP servers, each contributing just a handful of tools. Six months later and we have access to thousands… ⌘ Read more
Is it ok for politicians to use AI? Survey shows where the public draws the line
New survey evidence from the UK and Japan shows people are open to MPs using AI as a tool, but deeply resistant to handing over democratic decisions to machines. ⌘ Read more
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For the innocent bystanders (because I know that I won’t change @bender’s opinion):
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@movq@www.uninformativ.de Gemini liked your opinion very much. Here is how it countered:
1. The User Perspective (Untrustworthiness)The criticism of AI as untrustworthy is a problem of misapplication, not capability.
- AI as a Force Multiplier: AI should be treated as a high-speed drafting and brainstorming tool, not an authority. For experts, it offers an immense speed gain, shifting the work from slow manual creation to fast critical editing and verification.
- The Rise of AI Literacy: Users must develop a new skill—AI literacy—to critically evaluate and verify AI’s probabilistic output. This skill, along with improving citation features in AI tools, mitigates the “gaslighting” effect.
The fear of skill loss is based on a misunderstanding of how technology changes the nature of work; it’s skill evolution, not erosion.
- Shifting Focus to High-Level Skills: Just as the calculator shifted focus from manual math to complex problem-solving, AI shifts the focus from writing boilerplate code to architectural design and prompt engineering. It handles repetitive tasks, freeing humans for creative and complex challenges.
- Accessibility and Empowerment: AI serves as a powerful democratizing tool, offering personalized tutoring and automation to people who lack deep expertise. While dependency is a risk, this accessibility empowers a wider segment of the population previously limited by skill barriers.
The legal and technical flaws are issues of governance and ethical practice, not reasons to reject the core technology.
- Need for Better Bot Governance: Destructive scraping is a failure of ethical web behavior and can be solved with better bot identification, rate limits, and protocols (like enhanced
robots.txt). The solution is to demand digital citizenship from AI companies, not to stop AI development.
Announcing Vitess 23.0.0
The Vitess team is excited to release Vitess 23.0.0 — the latest major version of Vitess — bringing new defaults, better operational tooling, and refined metrics. This release builds on the strong foundation of version 22… ⌘ Read more
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It happened.
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@prologic@twtxt.net Nothing, yet. It was sent in written form. There’s probably little point in fighting this, they have made up their minds already (and AI is being rolled up en masse in other departments), but on the other hand, there are – truthfully – very few areas where AI could actually be useful to me.
There are going to be many discussions about this …
This is completely against the “spirit” of this company, btw. We used to say: “It’s the goal that matters. Use whatever tools you think are appropriate.” That’s why I’m allowed to use Linux on my laptop. Maybe they will back down eventually when they realize that trying to push this on people is pointless. Maybe not.
Repair Video
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Repair Video
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Finding Order in the Mayhem: A Novel Concurrency Testing Tool that Improved the Kotlin Compiler
Comments ⌘ Read more
Tool descriptions are eating up all your AI tokens (but they don’t have to)
The vast majority of developers now use AI coding assistants daily. As these tools become more advanced and widely adopted, usage quotas and rate limits have also become a familiar frustration. Many providers enforce weekly or… ⌘ Read more
Security Doesn’t Have to Hurt
Do you ever wish security would stop blocking the tools you need to do your job? Surprise: your security team wants the same. There you are, just trying to get your work done, when… You need an AI to translate documentation, but all the AI services are blocked by a security web monitoring tool. You… ⌘ Read more
Your flight emissions are way higher than carbon calculators suggest
Existing tools that work out the carbon footprint of flights greatly underestimate their warming impact, say the makers of a new calculator ⌘ Read more
Erlang Solutions: Expert Insights from Our Latest Webinars
The Erlang Solutions team has been creating webinars that share knowledge, spark ideas, and celebrate the BEAM community. Each one offers a chance to explore new tools, hear fresh perspectives, and learn from the people building scalable and reliable systems every day.
If you haven’t tuned in yet, here’s a look at some of our recent sessions, full of practical insights and new thinking shaping the future of the BEAM.
**SAF … ⌘ Read more
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And maybe I should go back to using GUI designers. Haven’t used those since the Visual Basic days. 🤔 It wasn’t pretty, but you got results very quickly and efficiently.
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The one for Delphi was quite good.
It was! I didn’t use Delphi for long, though. Dunno why, I always gravitated towards Visual Basic back then. 😅
These days I don’t deal with GUI programming anymore.
I also avoid it when possible, because … it’s exhausting, because … the tools that I have/know are “subpar”. Doing anything regarding GUIs always feels like a chore. That wasn’t the case in the VB days.
Well, I made this in ~2009 with Java/Swing and it was pretty nice to work with, custom widgets and all:
I wouldn’t dare doing this with GTK.
https://si3t.ch/tools/imgopti/ optimiseur d’images dans le navigateur
How to Connect MCP Servers to Claude Desktop with Docker MCP Toolkit
What if you could turn Claude from a conversational assistant into a development partner that actually does things—safely, securely, and without touching your local machine? If you’ve been exploring Claude Desktop and wondering how to connect it with real developer tools, Docker MCP Toolkit is the missing piece you’ve been looking for. Here’s the reality:… ⌘ Read more
How to Build a Voice AI Agent Using Open-Source Tools
Open source, Customizable and composable
New forecasting tool improves accuracy of epidemic peak and hospital demand predictions
During an epidemic, some of the most critical questions for healthcare decision-makers are the hardest ones to answer: When will the epidemic peak, how many people will need treatment at once and how long will that peak level of demand for care last? Timely answers can help hospital administrators, community leaders and clinics decide how to deploy staff and other resources most effectively. Unfortunately, man … ⌘ Read more
Your Org, Your Tools: Building a Custom MCP Catalog
I’m Mike Coleman, a staff solutions architect at Docker. In this role, I spend a lot of time talking to enterprise customers about AI adoption. One thing I hear over and over again is that these companies want to ensure appropriate guardrails are in place when it comes to deploying AI tooling. For instance, many… ⌘ Read more
“AI” assistants misrepresent news content 45% of the time
An extensive study by the European Broadcasting Union and the BBC highlights just how deeply inaccurate and untrustworthy “AI” news results really are. “AI” sucks even at its most basic function. It’s incredible how much money is being pumped into this scam, and how many people are wholeheartedly defending these bullshit generators as if their lives depended on it. If these tools can’t even summarise a text – something … ⌘ Read more
Why More People Are Taking Control of Their Digital Lives with Self-Hosted Alternatives
Remember when owning software meant you bought a CD, installed it, and it was yours until your computer died? Even if you got a new computer, you could install that same software on the new one. Only “serious” software packages had strict licensing restrictions. These days, most of our tools live in the cloud, guarded… ⌘ Read more
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Hmmm 🧐 I'm annectodaly not convinced so-called "AI"(s) really save time™. -- I have no proof though, I would need to do some concrete studies / numbers... -- But, there is one benefit... It can save you from typing and from worsening RSI / Carpal Tunnel.
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@movq@www.uninformativ.de I guess I wasn’t talking about the speed of interesting text/context, but more the “slowness” of these tools. I think I can build/ solutions and fix bugs faster most of the time? Hmmm 🤔 I think the only thing it’s able to do better than me is grasp large codebases and do pattern machines a bit better, mostly because we’re limited by the interfaces we have to use and in my ase being vision impaired doesn’t help :/
The tools that I love: Vim ⌘ Read more
LFX Insights: A new way to understand open source projects
Open source forms the backbone of modern technology ecosystems. From orchestration and observability to frameworks and developer tools, today’s technology choices depend on projects we may not control but rely on every day. The challenge: not… ⌘ Read more
Simple, minimal SQL database migrations written in Go with generics. Std lib database/sql and SQLX supported OOTB
I built GoSMig for personal projects and open-sourced it. It’s a tiny library for writing migrations in Go (compile-time checks via generics). Supports both transactional and non-transactional steps, rollback, status/version commands, and a built-in CLI handler so you can ship your own tool.
- Zero dependencies (std lib; golang.org/x/term used for pager support)
- database/sql and sqlx supported out of the box, others w … ⌘ Read more
What’s the problem with pipe-curl-into-sh?
You’ve seen it : many popular tools will have a one-liner homepage with something along the lines of
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curl https://fancy.tool/install.sh | /bin/sh
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And inevitably people will comment on how unsafe this is.
I don’t get it. How is it any more unsafe than cloning a repo and building and running its code? ⌘ Read more
Introducing a Richer ”docker model run” Experience
The command line is where developers live and breathe. A powerful and intuitive CLI can make the difference between a frustrating task and a joyful one. That’s why we’re excited to announce a major upgrade to the interactive chat experience in Docker Model Runner, our tool for running AI workloads locally. We’ve rolled out a… ⌘ Read more
Docker Model Runner Meets Open WebUI: A Simpler Way to Run Local AI Models
Hi, I’m Sergei Shitikov - a Docker Captain and Lead Software Engineer living in Berlin. I’m focused on DevOps, developer experience, open source, and local AI tools. I created this extension to make it easier for anyone - even without a technical background - to get started with local LLMs using Docker Model Runner and… ⌘ Read more
Trump Could Soon Make America’s Refugee Program a Tool for White Nationalism
Noal Lanard, Reporter - Mother Jones
_Stephan: Yet another story about the growing White supremacy racism of dictator Trump, who has always been a racist, his administration, and the Republican Party. Soon, we are going to see whether the fascist majority of the Supreme Court eliminates the Voting Rights Act. The United States has rejected 160 years of its history since … ⌘ Read more
Windows 11, now with even more “AI” where you don’t want it
Microsoft has posted a blog post about detailing its latest round of additions to Windows 11, and as will surely not surprise you, it’s “AI”, all the time, whether you like it or not. I’m not even going to detail most of these “features”, as I’m sure most of them will just become yet another series of checkboxes on whatever debloating tool you prefer. Still, there’s one recurring theme running throughout Microsoft’s … ⌘ Read more
How to add MCP Servers to OpenAI’s Codex with Docker MCP Toolkit
AI assistants are changing how we write code, but their true power is unleashed when they can interact with specialized, high-precision tools. OpenAI’s Codex is a formidable coding partner, but what happens when you connect it directly to your running infrastructure? Enter the Docker MCP Toolkit. The Model Context Protocol (MCP) Toolkit acts as a… ⌘ Read more
Accelerate developer productivity with these 9 open source AI and MCP projects
GitHub Copilot and VS Code teams, along with the Microsoft Open Source Program Office (OSPO), sponsored these nine open source MCP projects that provide new frameworks, tools, and assistants to unlock AI-native workflows, agentic tooling, and innovation.
The post [Accelerate developer productivity with these 9 open source AI and MCP projects](https://github.blog/open-source/acce … ⌘ Read more
Lexical differential highlighting instead of syntax highlighting
Recently there is a lot of discussion around syntax highlighting ( 1, 2, 3), which reminds me of this old post I read a while ago.
💻 Issue 491 - Simpler Build Tools with Functional and Object Oriented Programming, Scala Workshop 2025 ⌘ Read more
The Ultimate Guide to 403 Forbidden Bypass (2025 Edition)
Master the art of 403 bypass with hands-on examples, tools and tips..
[Continue reading on InfoSec Write-ups »](https://infosecwriteups.com/the-ultimate-guide-to-403-forbidden-byp … ⌘ Read more
Colored Highlighter - A terminal tool to highlight specific words in your command output with colors
I needed to take a look at some live logs and quickly analyze some old ones, but I couldn’t find anything effective to highlight terms, except for esoteric sed and awk commands.
So I built ch - Colored Highlighter - a simple terminal tool to highlight specific words in your command output with colors. Perfect for tailing logs, debugging, and making command output more readable.
Try it out, all feedback is welcome!
23. Tools vs. Mindset: What Matters More in 2025
Why the Right Mindset Will Outperform the Most Advanced Tools
[Continue reading on InfoSec Write-ups »](https://infosecwriteups.com/23-tools-vs-mindset-what-matters-more-in-2025-1be217350787?source=rss—-7b7 … ⌘ Read more
Copilot: Faster, smarter, and built for how you work now
Discover how GitHub Copilot has evolved from a high-powered autocomplete tool to a powerful, multi-model agentic assistant.
The post Copilot: Faster, smarter, and built for how you work now appeared first on The GitHub Blog. ⌘ Read more
The tools for overcoming the top 10 DevOps challenges
DevOps is a way of working that reduces waste. It uses smart tools and practices to build, test, and ship software faster. It makes teams quicker, systems stronger and problems smaller when done right. It’s not… ⌘ Read more
** How to Use AI to Learn Bug Hunting & Cybersecurity Like a Pro (in 2025)**
Hey there 👋,
I’m Vipul, the mind behind The Hacker’s Log — where I break down the hacker’s mindset, tools, and secrets 🧠💻
[Continue reading … ⌘ Read more