The Inevitable Borrow Checker in Inko: A Trade-off Between Stack Allocation and Compile-Time Checks

2025-02-07

The Inko language designer explores optimal solutions for stack allocation and borrow checking. By default, Inko types are heap-allocated, offering flexibility but incurring performance overhead. To improve performance, an `inline` modifier is introduced to support stack allocation, but this brings new challenges: how to handle borrowing and move semantics while guaranteeing memory safety. The article explores several solutions, including allowing field assignments, introducing unique types, and escape analysis, ultimately concluding that compile-time borrow checking is the best approach, but its implementation complexity is high and it won't be implemented in the short term. Currently, Inko still uses a strategy that does not allow reassignment of inline type fields.

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Development

curl Gets a Major Update: Partial File Reading Support

2024-12-30
curl Gets a Major Update: Partial File Reading Support

The upcoming curl 8.12.0 release introduces exciting new functionality: partial file reading. Users can now leverage a new variable system to extract specific byte ranges from files and use them within curl command lines. This adds significant flexibility to how curl handles files, allowing for tasks like extracting the beginning of a file as a username or a section in the middle for a POST body. This significantly expands curl's capabilities, empowering users with a more robust command-line tool.

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Development file handling

Neuralink Implants Brain Device in Third Patient

2025-01-13
Neuralink Implants Brain Device in Third Patient

Elon Musk announced that Neuralink's brain-computer interface device has been implanted in a third patient, with plans to implant 20 to 30 more in 2025. This technology aims to help patients with paralysis and ALS control external devices. Neuralink currently has two FDA-registered clinical trials, one for paralyzed patients and another for those needing assistive robotic arms.

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11 Million Strikers: A Phased Approach to the General Strike

2025-02-01

The General Strike is planned in three phases. Phase 1 (0-6 million signatures): Building a broad network of participants by connecting with organizations and individuals already taking action. Phase 2 (6-10 million signatures): Focusing on concrete demands, setting strike dates and event plans, and holding meetings to gather diverse perspectives. Phase 3 (10-11 million signatures): Finalizing demands, preparing for Strike Day, distributing funds, and conducting final events. The goal is to unite 11 million strikers to fight for racial, economic, gender, and environmental justice.

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Trump's Tariffs Crash US Postal Traffic: An 80% Plunge

2025-09-07
Trump's Tariffs Crash US Postal Traffic: An 80% Plunge

The Trump administration's abolishment of the de minimis exemption on small packages entering the US, effective August 29th, has caused a dramatic 80%+ drop in postal traffic. This policy change, eliminating duty-free entry for items under $800, left 88 global postal operators partially or fully suspending parcel shipments to the US. The Universal Postal Union (UPU) cites insufficient preparation time for operators to adapt to the new rules and collect duties, leading to major operational disruptions. The UPU is working on a technical solution to restore mail flow to the US.

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50 Lessons Learned Building Successful Products: Insights from Product for Engineers

2025-03-05
50 Lessons Learned Building Successful Products: Insights from Product for Engineers

Celebrating 50k subscribers, Product for Engineers shares 50 key lessons on building successful products. The article emphasizes the importance of small, autonomous teams, high hiring standards, building trust and transparency, and relying on trust and feedback over process. It also covers defining your Ideal Customer Profile (ICP), creating product principles, website design, rapid iteration, agile development, effective communication, clear ownership, user interviews, user support, dogfooding, A/B testing, growth engineering mindset, data analytics, and achieving product-market fit, offering valuable insights for product managers and engineers.

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Development

Python Meta-Circular Interpreter: Implementing a Python Interpreter in Python

2024-12-18

This article demonstrates how to create a Python meta-circular interpreter (MCI) using Python itself. An MCI is an interpreter written in the language it interprets, allowing implementation of a subset or superset of the host language. The author details the MCI's implementation, covering parsing Python source code, building an Abstract Syntax Tree (AST), traversing the AST and executing statements, and crucial concepts like scoping, symbol tables, and handling control flow statements (e.g., while loops and if statements). This example provides a deep understanding of interpreter mechanics and showcases how to leverage Python's AST module and built-in functions to build more complex interpreters.

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macOS Permission Pop-Up Vulnerability: TCC, Who?

2025-05-12
macOS Permission Pop-Up Vulnerability: TCC, Who?

A recently patched macOS vulnerability, CVE-2025-31250, allowed applications to spoof system permission pop-ups, tricking users into granting unauthorized access. Attackers exploited a flaw in Apple Events and the Transparency, Consent, and Control (TCC) system, separating the application displayed in the pop-up from the application actually receiving permissions. This vulnerability leveraged a logic error in the TCC daemon's handling of Apple Events permission requests, bypassing the need to create fake apps or override Dock shortcuts. The vulnerability has been patched, but highlights the complexity and potential risks in system permission management.

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Tele-Present Wind: An Art Installation Bridging Continents

2025-01-24

David Bowen's 'Tele-Present Wind' art installation uses an accelerometer connected to a plant stalk outdoors and 126 mechanical devices in a gallery to simulate wind in real-time. Whether in Bilbao, Spain or Moscow, the installation precisely captures and displays the wind's movement from a location near the University of Minnesota's Visualization and Digital Imaging Lab, thousands of miles away. This seamlessly blends technology and nature, creating a powerful artistic representation of environmental forces.

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Design sensor

Racket School 2019: Designing Your Own Languages

2024-12-26

The "How to Design Languages" track at Racket School 2019 offered a deep dive into language-oriented programming and language building using Racket. The curriculum covered core concepts like macro expansion, modules, and type checking, reinforced with hands-on labs. Participants built simple macros and typed languages, gaining a practical understanding of language design principles. Lectures and labs provided a balanced learning experience, culminating in the ability to design and build custom languages.

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Roundtable: Hiring a Business Leader to Build the Proof-of-Human Layer

2025-06-12
Roundtable: Hiring a Business Leader to Build the Proof-of-Human Layer

Roundtable, a research and deployment company, is building the proof-of-human layer in digital identity. They are looking for a business leader to join their C-suite and drive commercial growth. The role involves designing, managing, and executing the company's commercial strategy, including top-of-funnel and pipeline management, sales calls, and customer success. The ideal candidate is comfortable in both sales and product contexts and has experience building a commercial operation in the tech industry, though technical expertise isn't required.

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The Death of Microsoft: How Google, Ajax, and Apple Killed a Giant

2025-02-04

In 2007, the author realized Microsoft was no longer the fearsome software giant it once was. The rise of Google, the emergence of web-based Ajax technology, the proliferation of broadband internet, and Apple's resurgence all contributed to Microsoft's decline. While still profitable, Microsoft lost its dominance, its closed strategy and slow response to new technologies costing it the opportunities of the Web 2.0 era. The author argues that Microsoft's 'death' wasn't sudden but a result of multiple factors, its biggest weakness being its clinging to the traditional desktop software model and failure to embrace the new technologies and business models of the internet age.

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Tech

Java 8 Collection Utilities: A RingBuffer Implementation

2025-02-05
Java 8 Collection Utilities: A RingBuffer Implementation

j8cu is a Java 8 collection utility library featuring a high-performance RingBuffer implementation. This RingBuffer supports ordered and unordered read modes; the ordered mode is FIFO, ideal for maintaining a buffer of the most recent N objects. Additional features include event listeners, bulk copying, and clearing/resetting capabilities, simplifying RingBuffer usage in Java 8.

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Hugo: My Static Site Generator Nightmare

2025-08-31

I used to love Hugo, a static site generator, for its speed, simplicity, and ease of use. However, with continuous updates, it's become increasingly complex and has repeatedly broken backward compatibility. My recent attempt to write a blog post resulted in Hugo updates causing my site build to fail, costing me hours of troubleshooting. I don't care about Hugo's internals; I just want a working blog. Therefore, I'm abandoning Hugo, seeking alternatives, and plan to compile an older, unchanging version myself.

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OCR Challenge: Digitizing Saint-Simon's Memoirs

2024-12-17

The author spent several weeks using OCR to digitize a late 19th-century edition of the 18th-century French memoirs, *Les Mémoires de Saint-Simon*. This 45-volume behemoth, containing over 3 million words, is available online as images, but is difficult to read. The goal was to create a readable, searchable, and copyable text version. Challenges included poor image quality and parsing different page zones (headers, main text, margin comments, footnotes, etc.). Google Vision API was used for OCR, with a Python program processing the results to identify and separate text from different areas. While LLMs failed to reliably handle footnote references, the author improved the program and incorporated manual review, resulting in the release of the first volume.

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1.2 Million-Year-Old Ice Core Retrieved from Antarctica

2025-01-10
1.2 Million-Year-Old Ice Core Retrieved from Antarctica

An international team of scientists has achieved a groundbreaking feat by drilling nearly 2 miles (2.8 kilometers) into the Antarctic bedrock, retrieving one of the oldest ice cores ever discovered—at least 1.2 million years old. The Beyond EPICA project, coordinated by Italy, involved four years of drilling in average temperatures of -35°C (-25.6°F). Analysis of this ancient ice is expected to reveal crucial information about Earth's atmospheric and climate evolution, shedding light on Ice Age cycles and the impact of atmospheric carbon on climate change. This discovery provides invaluable data for understanding and addressing the current climate crisis.

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FBI Warns of Hacked Agent Phone Logs

2025-01-17
FBI Warns of Hacked Agent Phone Logs

Bloomberg reports that an internal FBI document reveals hackers breached AT&T's system last year, stealing months of call and text logs from FBI agents. While the content of communications wasn't compromised, the data—potentially millions of records—could link agents to confidential informants, jeopardizing national security and ongoing investigations. The FBI is working to protect informant identities and is investigating the breach. This highlights the vulnerability of telecom data and the challenges in safeguarding sensitive information.

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Tech

Linnaeus's Note-Taking: The Organizational Genius Behind Taxonomic Revolution

2025-03-23
Linnaeus's Note-Taking: The Organizational Genius Behind Taxonomic Revolution

This article explores the contributions of 18th-century naturalist Carl Linnaeus, highlighting not only his creation of binomial nomenclature but also his revolutionary note-taking system. Linnaeus amassed over 13,000 plant specimens, innovatively using an expandable card system instead of bound books for organization, enabling efficient and flexible categorization. He even added blank pages to books for immediate recording of new discoveries, influencing subsequent reading and research methods. Linnaeus's success stems from both his scientific talent and his unique organizational and recording practices, offering valuable lessons for us today.

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Tech Linnaeus

10 Years of Hardware Startup Lessons Condensed into a 300+ Page Book

2025-03-18

An engineer with over a decade of experience across multiple hardware startups has compiled their hard-earned wisdom into a 300+ page guide to electronics design. Covering everything from ideation and component selection to schematic design, PCB layout, cost optimization, manufacturing, testing, lab setup, troubleshooting, demo tips, and recommended companies, this book aims to accelerate your learning and prevent common pitfalls. A free digital copy or a physical copy for $39 is available.

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RT64: A Cutting-Edge N64 Graphics Renderer

2025-02-20
RT64: A Cutting-Edge N64 Graphics Renderer

RT64 is a modern N64 graphics renderer built on the latest APIs (D3D12 and Vulkan), designed to enhance gameplay in emulators and native ports. It utilizes ubershaders to eliminate stutters, supports high-resolution rendering and downsampling, widescreen, and high frame rate (HFR). Powerful features include texture pack support, memory optimizations, and framebuffer reinterpretation. Future development includes ray tracing, a game script interpreter, and model replacement, promising a revolutionary upgrade to the N64 gaming experience.

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AI Revolutionizes Protein Design: New Tool Unveiled

2024-12-15

Scientists have developed a groundbreaking AI-powered tool, RoseTTAFold, for designing novel proteins. This tool predicts the amino acid sequence of a protein based on a user-specified target structure, generating stable and functional proteins. This breakthrough promises to accelerate advancements in drug discovery, materials science, and bioengineering, offering new possibilities for addressing various challenges facing humanity. The technology holds the potential to revolutionize biomedicine by creating proteins with specific functions for treating diseases or developing new materials.

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TrailBase: A Blazing Fast Lightweight Database

2025-02-04

TrailBase, a lightweight database, combines a low-overhead language, a fast HTTP server, and a lightweight relational SQL database. Benchmarks show TrailBase inserting 100k records over 20 times faster than SupaBase, 10 times faster than PocketBase, and even slightly faster than in-process vanilla SQLite. While SupaBase offers more features, its memory footprint is roughly 50 times larger than TrailBase's. TrailBase boasts sub-millisecond read latencies, comparable to Redis, but operates on primary data, not a cache. Its JavaScript performance is also exceptional, with its V8 engine outperforming PocketBase's goja engine by a factor of 40. In short, TrailBase is incredibly fast and resource-efficient, but real-world testing is crucial.

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Development

Arctic Sea Ice Extent Hits Record Low Maximum

2025-03-28
Arctic Sea Ice Extent Hits Record Low Maximum

Arctic sea ice extent reached its annual maximum on March 22, 2025, at 14.33 million square kilometers, the lowest in 47 years of satellite record. This is 1.31 million square kilometers below the 1981-2010 average and 80,000 square kilometers below the previous record low in 2017. While subject to revision, the preliminary data highlights the accelerating impact of climate change on the Arctic.

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Monokai Pro Theme: JetBrains IDE and More

2024-12-31
Monokai Pro Theme: JetBrains IDE and More

Monokai Pro is a theme plugin available for JetBrains IDEs (like IntelliJ IDEA, WebStorm, etc.), Sublime Text, and VS Code. It boasts over 70 custom icons and offers adjustable settings for personalized tweaking. A free trial is available, but a €1 monthly subscription removes pop-ups. Compatible with numerous programming languages and IDEs, it's a popular choice among software engineers.

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Development Theme Plugin

OpenAI Launches Cheaper, Faster Reasoning Model: o3-mini

2025-01-31
OpenAI Launches Cheaper, Faster Reasoning Model: o3-mini

OpenAI unveiled o3-mini, a new AI reasoning model in its 'o' family. While comparable in capability to the o1 family, o3-mini boasts faster speeds and lower costs. Fine-tuned for STEM problems, particularly programming, math, and science, it's available in ChatGPT with adjustable 'reasoning effort' settings balancing speed and accuracy. Paid users get unlimited access, while free users have a query limit. Also accessible via OpenAI's API to select developers, o3-mini offers competitive pricing and improved safety, though it doesn't surpass DeepSeek's R1 model in all benchmarks.

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AI

CodeTracer: A Revolutionary Time-Traveling Debugger

2025-03-06
CodeTracer: A Revolutionary Time-Traveling Debugger

CodeTracer is a user-friendly time-traveling debugger supporting a wide range of programming languages. It records program execution into sharable, self-contained trace files, allowing users to move forward and backward through execution in a GUI, examining the history of all memory locations. Compared to traditional debuggers, CodeTracer offers two major advantages: easily reproducing and debugging hard-to-reproduce bugs; and quickly pinpointing bug origins by tracing the source of any value in the program. Currently supporting Noir, it will expand to support more Web3 development languages and integrate into IDEs like VS Code.

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Jujutsu: A Revolutionary Version Control System

2025-02-12
Jujutsu: A Revolutionary Version Control System

Jujutsu is a novel version control system that takes the best features from Git, Mercurial, and Darcs, and adds several innovative features of its own. It treats the working copy as a commit, simplifying the data model and algorithms; an operation log and undo functionality ease debugging; automatic rebasing and conflict resolution improve workflow efficiency; and it supports concurrent replication, making it safe for use with distributed file systems. While still experimental, Jujutsu shows immense potential to become a leading next-generation version control system.

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Development

Y2K Scare: The Millennium Bug That Never Bit

2024-12-30
Y2K Scare: The Millennium Bug That Never Bit

In 1999, the Y2K problem, or millennium bug, sparked global panic. Older computer systems used only two digits to represent the year, leading to fears that at the turn of the millennium, systems would misinterpret '00' as 1900, causing widespread chaos. The Clinton administration called Y2K preparations 'the single largest technology management challenge in history.' Citizens stockpiled food, generators, and even weapons, fearing blackouts, medical equipment failures, and societal breakdown. Ultimately, the world transitioned to 2000 without major incident, highlighting the anxieties surrounding the unknown and the extensive preparations undertaken. The event served as a reminder of the interdependence of technology and societal stability.

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