Daemonless Docker Compose Builds with Podman, BuildKit, and a Pinch of Bakah

2025-08-21

Due to Docker's incompatibility with nftables and a preference for a rootless, daemonless approach, the author uses Podman to build a Docker Compose project. The article explores the shortcomings of using both the official Docker Compose CLI and podman-compose, ultimately achieving builds under Podman using the Docker Compose CLI and BuildKit by enabling the Podman socket, creating a Docker context. To avoid a BuildKit daemon, the author developed Bakah, a tool that converts Compose projects into Bake JSON files and uses Buildah for building, resulting in a completely daemonless build process.

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Development

Validating Global Gridded Population Datasets Using Dam Resettlement Data

2025-03-21
Validating Global Gridded Population Datasets Using Dam Resettlement Data

Researchers assessed the accuracy of five global gridded population datasets (GWP, GRUMP, GHS-POP, LandScan, and WorldPop) in predicting rural populations using data from the International Commission on Large Dams (ICOLD) database. They spatially overlaid resettlement data from 307 reservoirs with the population datasets, revealing systematic biases. The study improved prediction accuracy by adjusting for area biases in GeoDAR reservoir polygons. Results showed that while biases exist, these datasets offer reasonable accuracy in predicting rural populations, providing valuable insights for future research.

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Framework-Free Web Development: A Guide to Vanilla JS

2025-05-11

This site provides a comprehensive guide to building websites and web applications using only an editor, a browser, and web standards—no build tools or frameworks required. It dives into using Web Components as fundamental building blocks, leveraging modern CSS capabilities, and creating web projects and single-page applications without build tools, frameworks, or server-side logic. Targeted at developers already familiar with HTML, CSS, and JavaScript, this tutorial champions a simpler, more maintainable approach to web development, addressing the complexity and maintenance overhead often associated with modern frameworks.

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Development vanilla JS modern CSS

Pi: Blazing Fast and Accurate App Metric AI

2025-05-22
Pi: Blazing Fast and Accurate App Metric AI

Pi is a revolutionary AI tool that automatically identifies and measures key application metrics. Simply provide app prompts, PRDs, user feedback, or have a chat with it, and Pi will quickly help you determine the best calibrated metrics for your application. Powered by the Pi Scorer foundation model, it outperforms Deepseek and GPT 4.1 in accuracy while maintaining the size and speed of GPT Mini and Gemini Flash, scoring 20+ custom dimensions in under 100 milliseconds. Furthermore, Pi seamlessly integrates into your AI stack and existing tools like Google Spreadsheets, Promptfoo, and CrewAI for offline evaluations, online observability, training data quality, model optimization, agent control flows, and more.

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Windows 11 2024 Update: A Bug-Filled Mess?

2025-02-22
Windows 11 2024 Update: A Bug-Filled Mess?

Microsoft's 2024 Windows 11 update continues to be plagued with issues. The February Patch Tuesday update (KB5051987), intended to fix bugs, has instead introduced new problems, including File Explorer malfunctions, installation glitches, and more. While the update addressed some issues with digital audio converters, USB audio drivers, USB cameras, and passkeys, and patched security vulnerabilities, many users report File Explorer failing to respond when opening folders, accessing it via shortcuts or Windows Search, or displaying subfolders. Installation problems include the update stopping at 96% or getting stuck at 0%. Other glitches include mouse stuttering, undetectable cameras, and .NET app installation failures within Windows Sandbox. While not all users experience these issues, the problems highlight the instability of the Windows 11 2024 version, demanding swift action from Microsoft to ensure system stability and reliability.

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Mermaid Chart VS Code Plugin: Effortless Mermaid.js Diagramming in Your IDE

2025-04-02
Mermaid Chart VS Code Plugin: Effortless Mermaid.js Diagramming in Your IDE

The Mermaid Chart VS Code plugin empowers developers with a robust diagramming tool, directly within their Visual Studio Code environment. Create and edit Mermaid.js diagrams effortlessly – no account needed for basic features. Enjoy real-time rendering, syntax highlighting, and seamless Markdown integration. The plugin automatically recognizes .mmd files. Advanced capabilities like cloud sync, team collaboration, and AI-powered diagram generation are unlocked by logging into a Mermaid Chart account. Whether visualizing workflows, software architecture, or API flows, this plugin boosts productivity, supports offline editing, and integrates flawlessly with Git version control.

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PayPal Launches Revolutionary Peer-to-Peer Payment Links

2025-09-16
PayPal Launches Revolutionary Peer-to-Peer Payment Links

PayPal has unveiled PayPal links, a new feature allowing users to send and receive money via personalized, one-time-use links shareable across various platforms. This simplifies P2P payments, making it as easy as sending a text. Initially launched in the US, it's expanding to the UK, Italy, and other markets. Furthermore, PayPal will soon integrate cryptocurrencies directly into its P2P flow, enabling users to send Bitcoin, Ethereum, PYUSD, and more. This innovation aims to enhance user experience, attract new customers, and solidify PayPal's position in the global payment landscape.

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Coding at 800 WPM: A Blind Developer's Journey

2025-07-28

This article details the experiences of a blind software developer who uses a screen reader to code at an astonishing 800 words per minute. The author navigates the challenges of screen reader usage, explaining his choices of Windows and VS Code, and offering insights into handling images, diagrams, and team collaboration. He shares techniques like using IaC, LLMs, and custom userscripts, highlighting the crucial importance of accessible developer tools. The article underscores the developer's remarkable adaptation and the need for better accessibility in the software industry.

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Whale Oil: Tech Progress Isn't Always a Savior

2025-04-04
Whale Oil: Tech Progress Isn't Always a Savior

A common narrative claims kerosene replaced whale oil for lighting, saving whales. This article challenges that. While kerosene reduced demand for whale oil in lighting, 20th-century whaling intensified dramatically, decimating whale populations. Whale oil found extensive use in lubricants and other applications, and advanced whaling technology exacerbated the problem. Only government-enforced whaling bans and the development of synthetic alternatives truly saved the whales. This story highlights that technological progress isn't always a panacea, and government intervention is crucial in environmental protection.

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C++20 Modules: Compile Time Improvements and Practical Experiences

2025-09-11

This article shares the author's practical experience using C++20 modules, covering build system choices (Bazel, XMake, Build2, etc.), compile time improvements (25%-45%), and differences from PCH. The author also discusses suitable scenarios for C++20 modules, costs (code refactoring, compiler stability, code completion support, etc.), module wrappers (export-using and extern "C++" styles), and techniques for mixing import and #include. The article concludes with future improvement directions for C++20 modules, such as improving build systems, enhancing code intelligence, resolving cross-platform issues, and highlighting AI's potential in module conversion tool development.

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Development Compile Optimization

Open WebUI Adds Branding Protection to License

2025-05-06

Open WebUI, an independent open-source AI project, has added a branding protection clause to its BSD-3 license starting with version 0.6.6. This follows a surge in bad actors taking the project, removing branding, and selling it commercially. The new clause doesn't affect legitimate users but prevents those who misrepresent the project and profit without contributing. It allows for modifications and redistribution but mandates clear attribution unless specific conditions are met (e.g., under 50 users, contributor with permission, or enterprise license). Open WebUI remains largely open-source, aiming to balance community spirit with project sustainability.

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Development branding protection

Marshall Amplification Acquired by HSG in a €1.1 Billion Deal

2025-01-24
Marshall Amplification Acquired by HSG in a €1.1 Billion Deal

Funds managed by HSG have acquired a majority stake in Marshall Amplification, the iconic British audio brand, in a deal valuing the company at €1.1 billion. The Marshall family retains a significant minority stake, and will work with HSG to further expand the brand's global reach. HSG plans to leverage its expertise in digital channels and supply chain optimization to boost Marshall's growth. This acquisition follows a period of strong growth for Marshall, with revenue more than doubling between 2020 and 2024, reaching approximately €400 million.

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Tech

YC Startup Curo Hiring Marketplace Supply Associate

2025-01-28
YC Startup Curo Hiring Marketplace Supply Associate

Curo, a Y Combinator-backed startup, is hiring a Marketplace Supply Associate. This business development role focuses on identifying EV charging and parking assets to meet fleet needs in specific locations. The ideal candidate is a strong communicator, proactive, and a team player comfortable with cold calling and email outreach. Curo aims to accelerate electrification, offering cost-effective EV charging solutions for commercial fleets.

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Startup

Scholium: Your AI-Powered Research Assistant

2025-03-05
Scholium: Your AI-Powered Research Assistant

Scholium is an AI agent designed to revolutionize academic research. Tired of sifting through irrelevant results? Scholium quickly finds and cites relevant scholarly papers using just a query. Currently accessing the arXiv database (with plans to expand to PubMed and academic journals), it summarizes papers and provides citations in five different styles. A community forum allows users to rate, discuss, and share papers, making Scholium a powerful tool for efficient research.

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Cogitator: A Python Toolkit for Chain-of-Thought Prompting

2025-05-19
Cogitator: A Python Toolkit for Chain-of-Thought Prompting

Cogitator is a powerful Python toolkit for experimenting with and utilizing chain-of-thought (CoT) prompting methods in large language models (LLMs). CoT prompting enhances LLM performance on complex tasks (like question-answering, reasoning, and problem-solving) by guiding models to generate intermediate reasoning steps before reaching the final answer. It also improves LLM interpretability by offering insights into the model's reasoning process. This toolkit simplifies the use of popular CoT strategies and frameworks for research or integration into AI applications. It includes a customizable and extensible benchmarking framework to evaluate the performance of different CoT strategies on various datasets.

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Development python toolkit

Pica: Open-Source Catalyst for Autonomous AI

2025-01-21

Pica is an ambitious open-source project aiming to build a fully autonomous AI system. Unlike existing AI models trained for specific tasks, Pica strives for general-purpose AI capable of learning and adapting to various tasks. Its modular design allows researchers and developers to contribute and improve its components. Pica's success could revolutionize AI, potentially leading to more powerful, flexible, and general AI systems, unlocking new possibilities across diverse applications while also presenting new challenges and ethical considerations.

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Brazilian Supreme Court Orders Rumble Offline, Sparking Free Speech Debate

2025-02-22
Brazilian Supreme Court Orders Rumble Offline, Sparking Free Speech Debate

Brazilian Supreme Court Justice Alexandre de Moraes ordered video platform Rumble to be taken offline within 24 hours for non-compliance with court orders, including failing to appoint a legal representative in Brazil and refusing to remove the channel of Brazilian conservative journalist Allan dos Santos. Rumble responded by claiming "unprecedented censorship" and, along with Trump Media & Technology Group, sued Moraes for violating US First Amendment free speech rights. This echoes a similar order against X (formerly Twitter), raising concerns about free speech and jurisdictional reach.

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Tech Brazil

ts-ssh: A Powerful Tailscale SSH/SCP CLI Tool

2025-06-20
ts-ssh: A Powerful Tailscale SSH/SCP CLI Tool

ts-ssh is a streamlined command-line SSH and SCP client leveraging the Tailscale network. It offers powerful multi-host operations, batch command execution, and true tmux integration—all without requiring the full Tailscale daemon. Perfect for DevOps teams needing fast, reliable SSH access across their Tailscale infrastructure, ts-ssh supports multiple authentication methods, interactive SSH sessions, secure host key verification, and direct SCP transfers. Its advanced multi-host capabilities include batch command execution, concurrent command execution, and multi-host file distribution. Cross-platform compatible and offering multiple language support, ts-ssh is a must-have for efficient network management.

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Development

GitHub Actions: Why I'm Reconsidering

2025-01-20

This post details the frustrations of using GitHub Actions for CI/CD in a large monorepo with 15 engineers constantly pushing to the main branch. The author highlights key issues: flawed 'required checks' for pull requests in a monorepo setup, poor workflow reusability and YAML management, lack of local development environment, and GitHub's unresponsive attitude towards user feedback. The conclusion advocates exploring alternative CI/CD platforms like GitLab, Jenkins, or even Dagger for better solutions.

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Development

Clear as Crystal: Tips for Mathematically Sound Handwriting

2025-02-08

This blog post offers essential tips for improving the clarity of your mathematical handwriting. The author stresses the importance of distinguishing between similar-looking letters and symbols, providing specific examples and illustrations on how to write lowercase and uppercase Roman letters, digits, and Greek letters to avoid ambiguity. Techniques include differentiating lowercase 'l' from '1', 'p' from rho, 'q' from 9, and 'u' from 'v', among others. The guide also includes detailed advice on writing Greek letters to prevent confusion with Roman letters or other Greek symbols. This post is invaluable for students and professionals alike who want to ensure their mathematical writing is easily understood.

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Flight Tracking's Dirty Little Secrets: Debunking Aviation Data Myths

2025-06-07
Flight Tracking's Dirty Little Secrets: Debunking Aviation Data Myths

FlightAware engineers discovered that aviation data is far messier than one might assume. They list numerous false assumptions about flights, airports, airlines, and ADS-B data – things like flights always departing on time, flight numbers never changing, and airport information always being accurate. The breakdown of these assumptions highlights the challenges and importance of FlightAware's flight tracking engine, Hyperfeed, in handling unusual situations and providing a consistent data feed.

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ArcaOS 5.1.1 Released: A Privacy-Focused OS/2 Upgrade

2025-02-22
ArcaOS 5.1.1 Released: A Privacy-Focused OS/2 Upgrade

Arca Noae has released ArcaOS 5.1.1, supporting UEFI and GPT disk layouts for installation on a wide range of modern hardware. This release is free for existing ArcaOS 5.1 subscribers and offers multiple language options. Upgrades are available at a discount for existing users. ArcaOS prioritizes user privacy, avoiding tracking online activity and supporting low-spec hardware, making it ideal for users valuing freedom and privacy.

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Development

Running Pong in Browser Tabs

2025-02-20
Running Pong in Browser Tabs

A developer ingeniously runs Pong across 240 browser tabs! Using AppleScript to create a tab grid, Web Workers for efficient background updates, and Broadcast Channel for inter-tab communication, they render the game on tab favicons. This project showcases the power of browser APIs and creative problem-solving.

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Development creative coding

Pluto's Largest Moon, Charon, Formed Via a 'Kiss and Capture' Event

2025-01-20
Pluto's Largest Moon, Charon, Formed Via a 'Kiss and Capture' Event

A new study proposes a novel 'kiss and capture' mechanism for the formation of Charon, Pluto's largest moon, challenging the previous catastrophic impact theory. Billions of years ago, Pluto and Charon collided in the outer solar system, briefly merging into a spinning dumbbell shape before separating, yet remaining gravitationally bound. This collision didn't destroy either body, preserving their structural integrity. The theory, incorporating the strength of Pluto and Charon's materials, was validated by computer simulations, accurately predicting the current binary system's orbit. This discovery challenges conventional understanding of planetary collisions and offers a new perspective on the formation of other binary systems.

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Universities Must Resist the AI Onslaught

2025-06-23

A seminar at Goldsmiths Centre for Philosophy and Critical Thought explored AI's impact on higher education. The speaker argued that AI isn't futuristic sci-fi, but a product of neoliberal education systems. AI's operation relies on massive data and computing power, its inner workings opaque and unpredictable. The speaker called for universities to resist AI's overreach, impacting not just academic integrity but critical thinking and social equity. He advocated using Ivan Illich's concept of 'convivial tools' to critically examine AI and establish workers'/people's councils to ensure technological social determination, preventing AI from becoming a tool of control and oppression.

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Tech

Voice-Pro: The Ultimate AI Voice Conversion and Multilingual Translation Tool

2025-01-27
Voice-Pro: The Ultimate AI Voice Conversion and Multilingual Translation Tool

Voice-Pro is a cutting-edge AI-powered web application designed to revolutionize multimedia content processing. It offers an all-in-one solution for content creators, researchers, and multilingual communication professionals, integrating YouTube video downloading, voice separation, speech recognition, translation, and text-to-speech. Key features include Whisper, Faster-Whisper, and Whisper-Timestamped speech recognition; F5-TTS and E2-TTS for zero-shot voice cloning; real-time translation across 100+ languages; and AI cover creation (RVC technology). Voice-Pro provides easy installation and updates for Windows users.

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Go Protobuf's New Opaque API Improves Performance and Safety

2024-12-16

The Go team released a new Opaque API for Go Protobuf, coexisting with the existing Open Struct API. This new API decouples generated code from its underlying memory representation, leading to performance improvements, reduced memory allocations, and enabling optimizations like lazy decoding. By hiding struct fields and accessing them only through accessor methods, it prevents pointer-related bugs and accidental sharing. Migration involves enabling the Hybrid API, using the `open2opaque` tool, and then switching to the Opaque API. The existing Open Struct API remains supported.

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(go.dev)
Development

Conquering Procrastination: From Sticky Notes to Thermal Receipt Printer

2025-06-12
Conquering Procrastination: From Sticky Notes to Thermal Receipt Printer

The author, plagued by procrastination for years, discovered a productivity-boosting system by studying video game addiction. He breaks down tasks into micro-tasks (sticky notes), crumpling and discarding completed ones into a jar for immediate feedback. To enhance efficiency, he integrated a thermal receipt printer for automated task lists, dramatically improving consistency. Finally, he developed software to horizontally decompose tasks for easy printing and management. This system significantly improved his productivity and offers valuable insights for others facing similar struggles.

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16 Years of Commenting: A Zero-ROI Social Investment?

2025-09-06
16 Years of Commenting: A Zero-ROI Social Investment?

After 16 years of active commenting on platforms like Hacker News, Reddit, and Substack, a seasoned internet commenter is calling it quits. He's realized that his years of investment in online commenting yielded zero real-world friendships, a zero ROI on his social energy. He argues that comment culture is inherently transactional, consisting of one-off interactions with strangers. Platforms prioritize engagement over genuine connection, subtly diverting users' social energy towards boosting ad impressions. He's seeking more authentic human interaction, prioritizing the creation and maintenance of lasting friendships.

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