Apple Notes Rumored to Get Markdown Support in iOS 26

2025-06-04
Apple Notes Rumored to Get Markdown Support in iOS 26

Apple's Notes app is reportedly getting Markdown support in iOS 26 and macOS 26, according to 9to5Mac. This would let users format text with simple syntax, ditching the app's current rich text controls. It's a big upgrade for keyboard-centric users, letting them type **bold** or # Header directly instead of tapping buttons. This puts Apple Notes on par with Obsidian, Notion, and Bear. Developers and writers already using Markdown on GitHub or Reddit will appreciate the streamlined workflow. If true, the feature will likely be unveiled at next week's WWDC alongside other iOS 26 improvements like automatic translation and polls in Messages, and a visual redesign.

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Development

AI Revolutionizes Code Development: A Roundup of Powerful Tools

2025-03-21

From command-line interfaces to visual platforms, AI is transforming software development. This article explores a range of exciting AI-powered coding tools, including terminal-based AI coding assistants (like aider chat, Kwaak, RA.Aid, CodeBuff), advanced headless IDEs (like SWE-Kit), and AI-driven code generation platforms (like v0, Base44, bolt). These tools cover everything from code generation and understanding to complete software building processes, supporting multiple programming languages and frameworks. Whether you're an experienced developer or a coding novice, you'll find tools to boost efficiency and simplify your workflow.

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The Demise of 32-bit Support in the Linux Kernel?

2025-09-02

At the Open Source Summit Europe 2025, Arnd Bergmann, the maintainer of architecture support in the Linux kernel, delivered a talk discussing the potential removal of 32-bit system support. While desktop and server systems have long transitioned to 64-bit, a significant number of 32-bit devices remain in embedded systems. Bergmann noted that while the kernel is still adding support for some 32-bit boards, the number of 64-bit boards supported has significantly surpassed 32-bit ones. He argued that removing 32-bit support is a gradual process, requiring consideration of existing hardware and software support and analyzing user numbers to determine when to remove support for specific architectures. The talk also addressed challenges and solutions related to 32-bit support, such as high-memory support, the year-2038 problem, and big-endian support. Ultimately, Bergmann stated that the kernel will retain support for armv7 systems for at least another ten years, while support for other 32-bit architectures will likely fade away sooner.

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The Shocking Secret Speech: Khrushchev's Denunciation of Stalin and its Global Impact

2025-06-21

In 1956, Nikita Khrushchev delivered a secret report, "On the Cult of Personality and Its Consequences," at the 20th Congress of the Communist Party of the Soviet Union, launching a scathing critique of Stalin's totalitarian rule and purges. The speech, leaked to the West, revealed the extent of Stalin's brutality, triggering upheaval within the Soviet Union and profoundly impacting the communist world. It sparked de-Stalinization, contributed to the Sino-Soviet split, and, through a dramatic chain of events involving Polish journalists and Israeli intelligence, ushered in a period of brief liberalization known as the Khrushchev Thaw.

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Popcorn: Running Elixir in the Browser

2025-05-17

Popcorn is a novel library enabling the execution of Elixir code within web browsers. Leveraging the AtomVM runtime, it executes compiled Elixir code client-side, offering APIs for Elixir-JavaScript interaction, serialization, and communication, while ensuring browser responsiveness. Currently under development, with an unstable API, it showcases three live examples: a simple Elixir REPL, interactive tutorials, and a Game of Life implementation. Developers can start using Popcorn by adding it as a dependency in their `mix.exs` and setting up JS and Elixir WASM entry points. It connects JS and Elixir via message passing and allows direct JS execution from Elixir. The Elixir side uses the `Popcorn.Wasm` module, while the JS side uses the `Popcorn` class.

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Development

Programming Vehicles in Games: From Concept to Code

2025-07-26
Programming Vehicles in Games: From Concept to Code

This article dives deep into the principles and practice of programming realistic vehicle behavior in games. The author recounts their journey, starting with a simple Newtonian model and iteratively refining it to achieve a more authentic simulation. The core components—engine, tires, and chassis—are explained in detail, including tire modeling using longitudinal and lateral forces, the Pacejka magic formula, and the interaction between these forces. A pseudocode example demonstrates integration into a game physics engine. The author stresses balancing realistic physics with the desired gameplay experience.

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Development vehicle simulation

Decentralized Social Media vs. Censorship: Bluesky and the Fediverse

2025-05-05
Decentralized Social Media vs. Censorship: Bluesky and the Fediverse

This essay examines how decentralized social media platforms, like Bluesky and the Fediverse, handle government censorship. Bluesky's composable moderation services allow clients to choose which services to subscribe to, but its centralized architecture makes it vulnerable to government pressure. The Fediverse, with its interconnected network of independent instances, presents a far greater challenge to censors, requiring attacks on numerous nodes for effective blockage. The author argues that decentralized architecture without single points of failure is key to censorship resistance, but ongoing improvements are needed to withstand more powerful censorship mechanisms.

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Tech

Database Consistency: Beyond the Basics

2025-06-02
Database Consistency: Beyond the Basics

This article delves into the challenges of maintaining database transactional consistency in high-concurrency environments. Using a Spring Boot example, the author demonstrates how default pagination and idempotency checks can lead to data inconsistencies (missing rows or duplicate updates) when processing a large volume of sales data. The article thoroughly explains database isolation levels (READ UNCOMMITED, READ COMMITED, REPEATABLE READ, SERIALIZABLE) and optimistic/pessimistic locking strategies. Ultimately, by employing the REPEATABLE READ isolation level and optimistic locking, the author effectively resolves data inconsistencies and significantly improves performance.

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Development database consistency

Seastar: A Fast, Extensible Build System for Multiple Languages

2025-06-15
Seastar: A Fast, Extensible Build System for Multiple Languages

Seastar is a fast and extensible build system currently supporting C and C++, with plans to add Rust and Zig. Designed for ease of creation, prototyping, and iteration, it aims to mimic the user-friendliness of Rust's Cargo while offering seamless compilation across multiple languages. Seastar is simple to build and run; just install Cargo and Rust, clone the repository, and run the provided commands. Currently in early stages, it's not recommended for production use.

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Development

2PB of Traffic: The Cost of a Simple Auto-Updater Bug

2025-04-29
2PB of Traffic: The Cost of a Simple Auto-Updater Bug

A simple bug in the auto-updater of the screen recording app Screen Studio caused it to repeatedly download a 250MB update file every 5 minutes for a month, resulting in 9 million downloads and over 2 petabytes of Google Cloud traffic. Thousands of users had the app running in the background, leading to massive bills and internet service disruptions for some users. This incident highlights the importance of setting cloud cost alerts, writing code carefully, and regularly checking cloud resources.

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Lago: Open-Source SaaS Billing Platform Raises $22M, Boasts 7000+ GitHub Stars

2025-08-28
Lago: Open-Source SaaS Billing Platform Raises $22M, Boasts 7000+ GitHub Stars

Lago is an open-source billing platform simplifying, clarifying, and adapting SaaS billing for companies. Having raised over $22 million in funding from top-tier investors, Lago boasts over 7,000 GitHub stars, highlighting a strong developer community and technical prowess. Next-gen companies like Mistral.ai, Together.ai, Groq, and Laravel utilize Lago for their billing needs. The Lago team comprises ambitious, focused individuals dedicated to solving challenging problems with excellence and accountability, fostering a culture of rapid iteration and learning from mistakes.

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Development Billing Platform

London Underground Launches 'Headphones On' Campaign

2025-08-30
London Underground Launches 'Headphones On' Campaign

Transport for London (TfL) has launched a new 'Headphones On' campaign urging passengers to use headphones on public transport to avoid disturbing others. The campaign follows research showing 70% of surveyed commuters are disrupted by loud music and calls. Posters will be displayed across the Elizabeth line now, and expanded to buses, the DLR, Overground, Underground, and trams from October.

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Handwriting: More Important Than You Think

2025-08-20
Handwriting: More Important Than You Think

In the digital age, handwriting seems to be fading into obsolescence. But new research suggests that handwriting is crucial for children's cognitive development and literacy. While technology has made typing mainstream, practicing handwriting enhances fine motor skills and helps students better understand and retain information. Although not all experts agree on the necessity of learning cursive, there's a general consensus that handwriting skills significantly benefit cognitive development; it's not just nostalgia, but about children's learning and development.

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IPv4 Down? Linux, WireGuard, and Hetzner Saved My Internet!

2025-06-29

A power outage knocked out my IPv4 internet connectivity, leaving only IPv6, but many websites were inaccessible. I used a Hetzner VPS, WireGuard, and Linux network namespaces to cleverly fix this. By setting up a WireGuard server on the VPS, I tunneled my IPv6 connection to restore IPv4 functionality. Network namespaces allowed me to run my work VPN and Docker without interfering with WireGuard. I also solved WireGuard MTU issues. This whole process highlighted the flexibility and problem-solving power of Linux.

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Development

C0: A High-Performance Read-Through Cache for Object Storage

2025-09-20
C0: A High-Performance Read-Through Cache for Object Storage

C0 is a high-performance HTTP API designed for caching immutable blobs in object storage. It leverages a hybrid memory and disk cache (powered by foyer) and works with any S3-compatible backend, but uses its own /fetch API requiring a precise Range header. Employing a fixed page size of 16 MiB, C0 maps requested byte ranges to page-aligned lookups, coalesces concurrent requests for the same page, and uses hedged requests to manage object storage tail latency. It can even attempt redundant buckets. C0 offers extensive configuration options, including timeout settings, retry mechanisms, and bucket prioritization, and provides performance monitoring via /stats and /metrics endpoints. Docker images are available.

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Development

Rust Compile Times: From 25 Minutes to 2 Minutes

2025-04-17
Rust Compile Times: From 25 Minutes to 2 Minutes

The Feldera team encountered excessively long compile times when compiling large SQL-generated Rust code. An 8,562-line SQL program translated to ~100k lines of Rust took 25 minutes to compile. Techniques like type erasure and code deduplication yielded minimal improvements. The breakthrough came from splitting the generated Rust code into 1,106 smaller crates, enabling parallel compilation and dramatically reducing compile time to under 2 minutes, fully utilizing multi-core processors.

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YC Deletes Controversial AI Factory Worker Monitoring Demo

2025-02-26
YC Deletes Controversial AI Factory Worker Monitoring Demo

A demo video from Y Combinator-backed startup Optifye.ai, showcasing AI-powered software for monitoring factory worker productivity, sparked a social media backlash. The video depicts a supervisor using the software to reprimand a low-performing employee, leading to accusations of creating "sweatshops-as-a-service." While some argued it reflects existing issues, YC ultimately deleted the video. This incident highlights growing concerns about AI's use in the workplace, particularly regarding worker surveillance.

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Tiny Robots Revolutionize Underground Pipe Repair

2025-07-10
Tiny Robots Revolutionize Underground Pipe Repair

Researchers at the University of Sheffield have developed Pipebots, miniature robots designed to navigate inside water pipes to detect and repair leaks without excavation. These robots, equipped with acoustic sensors and cameras, are deployed via fire hydrants, autonomously navigating and identifying leaks before relaying information to above-ground engineers. This innovative technology addresses the costly and disruptive challenges of maintaining aging water infrastructure, particularly in the UK, where millions of gallons of water are lost daily due to leaks. The Pipebot initiative is part of a broader modernization effort supported by the UK's water regulator, and includes AI-powered sewer inspection projects.

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Quantum Computing Bottleneck: Limitations of Cat Qubits

2025-02-27
Quantum Computing Bottleneck: Limitations of Cat Qubits

Recent research reveals significant limitations in quantum computing systems based on cat qubits. While exhibiting excellent performance in phase-flip error correction, these systems are highly vulnerable to bit-flip errors. A single bit-flip in any cat qubit directly causes a logical bit-flip error. Furthermore, the transmon qubits used for error correction are susceptible to both bit and phase flips, further hindering performance. Although some companies aim to reduce the number of required error-correction qubits by improving hardware qubits, this research indicates a substantial gap between current hardware capabilities and complex quantum computation. Breakthrough hardware advancements are necessary to realize the technology's potential.

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1700-Year-Old Intact Roman Egg Baffles Scientists

2025-04-18
1700-Year-Old Intact Roman Egg Baffles Scientists

Archaeologists in the UK have unearthed a remarkably preserved 1700-year-old egg at the Berryfields site, about 50 miles northwest of London. Found in an ancient well that served as both a water source and ritual site during Roman times, the egg's liquid interior remains intact. The discovery, alongside other artifacts like coins and bones, offers invaluable insights into Roman culture, daily life, and animal introductions. The egg's preservation, its seemingly unbroken state, and its potential connection to Roman rituals make it a truly unique find. Scientists plan to extract the liquid and perform DNA testing to determine the species and origin of the egg.

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Tech Egg

Accelerating Shakespeare Quote Image Rendering with Quadtrees and Interval Analysis

2025-04-09

The author participated in the Prospero Challenge, aiming to rapidly render a 1024x1024 image of a Shakespeare quote from The Tempest, generated by a mathematical formula with 7866 operations. Various optimization techniques were explored, including quadtree recursive subdivision of the image, interval analysis to simplify the formula, and a "demanded information" optimization. Implemented in both RPython and C, the author compared the performance of different optimization strategies. The "demanded information" optimization significantly improved rendering speed, with the final C implementation incorporating this optimization achieving the best performance.

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LinkedIn to Resume Using EU User Data for AI Training

2025-09-22
LinkedIn to Resume Using EU User Data for AI Training

LinkedIn plans to resume using data from its European members to train generative AI models, starting November 3, 2025. After pausing the initiative last year due to privacy concerns, LinkedIn will now rely on a 'legitimate interests' legal basis and offer an opt-out. Private messages will not be included. The change affects the EU/EEA, UK, and Switzerland. Data used will include public profile information, posts, articles, comments, and resumes. This will improve AI-powered features like writing suggestions and recruiter tools. Concurrently, LinkedIn will expand data sharing with Microsoft for ad personalization, with an opt-out provided.

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Tech

TigerBeetle: A High-Performance OLTP Database Prioritizing Safety and Speed

2025-06-06

TigerBeetle is an Online Transactional Processing (OLTP) database built for double-entry accounting, emphasizing safety and speed. It leverages the Viewstamped Replication (VR) consensus protocol for Strong Serializable consistency. Unlike general-purpose databases, TigerBeetle only stores accounts and transfers, ideal for financial transactions and similar applications. For high-contention workloads, it funnels writes through a single core on the primary node, prioritizing scale-up over scale-out. Robust fault tolerance is a core design principle, with explicit models for various failures and mechanisms to prevent data loss even with single replica survival. A unique upgrade process uses multi-version binaries for seamless transitions. Jepsen testing revealed several bugs, primarily related to client handling and single-node failures, most of which were subsequently addressed by the TigerBeetle team.

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Development Fault Tolerance

Quantum Paradox Shakes Foundations of Physics

2025-07-07
Quantum Paradox Shakes Foundations of Physics

A new thought experiment challenges the foundations of quantum mechanics. The experiment, involving four agents and intricate quantum measurements, leads to contradictory results: two observers reach opposite conclusions about the same event. This suggests at least one of three fundamental assumptions is false: quantum mechanics is universal; measurements have single outcomes; and different observers' quantum predictions aren't contradictory. The experiment forces a re-evaluation of quantum interpretations like many-worlds and spontaneous collapse theories, potentially hinting at a novel understanding of reality.

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Apple Notes to Support Markdown Export: A Controversial Upgrade?

2025-06-05
Apple Notes to Support Markdown Export: A Controversial Upgrade?

9to5Mac reports that Apple is adding Markdown export to Apple Notes. John Gruber, creator of Markdown, has mixed feelings. He argues Markdown is ideal for web writing and plain text storage, not the core function of a note-taking app. Apple Notes' excellent WYSIWYG editor and streamlined formatting better fit the Macintosh philosophy. While Markdown export is an improvement, Gruber worries turning Notes into a Markdown editor would be counterproductive, harming its ease of use and simplicity. He prefers Apple Notes focus on core improvements rather than chasing the 'Markdown trend'.

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Development

Koreo: Building Complex Kubernetes Platforms with Functional Programming

2025-04-10
Koreo: Building Complex Kubernetes Platforms with Functional Programming

Koreo empowers you to build complex Kubernetes platforms using composable workflows and functions, inspired by functional programming. Workflows act as blueprints for platform operations, defining steps for tasks like application deployments or infrastructure provisioning. Functions are individual building blocks, encapsulating logic for data transformation, API interaction, or resource creation. Built-in testing validates configuration and catches errors early. Koreo's power lies in programming these workflows: incorporate conditional logic, loops, and error handling for dynamic platform operations, automating complex processes, enforcing policies, and building self-service platforms for development teams.

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Development Platform Automation

arXivLabs: Experimenting with Community Collaboration

2025-07-07
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework for developing and sharing new arXiv features directly on the website, collaboratively. Participants must embrace arXiv's values of openness, community, excellence, and user data privacy. Got an idea to improve the arXiv community? Learn more about arXivLabs!

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Development

Linux Prepper Podcast Update: Open Source Projects, Community Events, and Sponsors

2025-03-07
Linux Prepper Podcast Update: Open Source Projects, Community Events, and Sponsors

This Linux Prepper podcast update covers several key areas. First, it announces a new sponsor, ameriDroid, and provides ways to support the show. Then, it highlights open-source projects like the Librewolf browser, PixelFed (a federated, FOSS Instagram alternative), and Loops (a federated, FOSS TikTok alternative). Finally, it shares audience feedback and previews an interview with Hungry Bogart on the podcast's origins, along with the Pimox 7 project (for learning Proxmox on arm64 hardware). Listeners can engage via Matrix chat, feedback forms, and email.

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Development

May Day: A Century-Long Celebration of Labor

2025-05-01
May Day: A Century-Long Celebration of Labor

May Day, or International Workers' Day, commemorates the 1886 Haymarket affair in Chicago, a pivotal event in the struggle for the eight-hour workday. The tragic events led international socialists to establish May 1st as International Workers' Day in 1889, honoring those who sacrificed for workers' rights. Today, many countries observe it as a public holiday, celebrating the contributions of laborers and the working class, often marked by parades, demonstrations, and discussions advocating for workers' rights and improved conditions.

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