System Oscillation: From Thermostats to Software Documentation

2025-02-14
System Oscillation: From Thermostats to Software Documentation

This article explores common system oscillations, using thermostats and rabbit-hawk populations as examples to illustrate how delayed feedback leads to cyclical fluctuations. The author applies this model to the problem of software documentation, pointing out that excessive documentation becomes outdated over time, diminishing its value. In agile development, the author argues that good code, tests, and team communication can replace redundant documentation, while the advent of generative AI further addresses information retrieval, reducing reliance on outdated documentation.

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Development systems theory

IMDb Founder Steps Down After 35 Years

2025-01-22
IMDb Founder Steps Down After 35 Years

Col Needham, founder of the Amazon-owned IMDb database, stepped down as CEO after 35 years at the helm. He's succeeded by Nikki Santoro, the former COO, who becomes the first woman to lead the company. Needham will transition to executive chairman. Santoro, with the company since 2016, has overseen expansion of the database and improvements to IMDbPro. This marks a significant transition for IMDb into a new era.

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Keygen's #NoCalls Approach to Enterprise Sales: A Case Study

2025-01-16
Keygen's #NoCalls Approach to Enterprise Sales: A Case Study

Keygen founder Zeke Gabrielse shares how his company successfully scaled into the enterprise market by completely eliminating sales calls and embracing asynchronous communication via email. He argues that enterprise clients often resort to calls due to a lack of understanding regarding the product, its usage, pricing, and company trustworthiness. Keygen tackled these issues through clear product messaging, a robust self-serve onboarding experience, transparent pricing, and a focus on publicly available security documentation. This resulted in securing enterprise clients without relying on sales calls. This article offers an alternative sales strategy for founders who dislike traditional sales calls.

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Visual Proof: a² – b² = (a + b)(a – b)

2024-12-15
Visual Proof: a² – b² = (a + b)(a – b)

Futility Closet's blog post presents a visual proof of the mathematical formula a² – b² = (a + b)(a – b), quoting Sophie Germain's insightful words: “It has been said that algebra is but written geometry and geometry is but diagrammatic algebra.” The post uses an easily understood diagram to demonstrate the formula, highlighting the elegance of mathematics and the strong relationship between algebra and geometry.

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Swiss-Made USB-C Upgrade Case Sells Out!

2025-07-30
Swiss-Made USB-C Upgrade Case Sells Out!

A Swiss-made iPhone case lets you upgrade your older iPhone to USB-C in seconds, without buying a new device! The first three batches are already sold out, but you can sign up for email alerts to get priority when it's back in stock. Supports wireless charging, MagSafe, and fast charging, and is compatible with CarPlay. Note: Accessories requiring power from the phone (like wired headphones) will still require the Lightning port.

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MyST Markdown: Open-Source Tools Revolutionizing Scientific Communication

2025-01-05
MyST Markdown: Open-Source Tools Revolutionizing Scientific Communication

MyST Markdown is an open-source, community-driven ecosystem of tools designed to transform scientific communication. It supports authoring blogs, online books, scientific papers, reports, and journal articles, offering powerful features like embedded live graphs, Jupyter integration, PDF export, and compatibility with hundreds of journals. At its core is a flexible Markdown extension that seamlessly integrates code, computational results, and interactive elements, creating dynamic and engaging documents. Whether you're a scientist, engineer, or technical writer, MyST empowers you to share your research and knowledge more effectively.

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Can LLMs Create a Realistic Sheep Herding Game?

2025-03-11
Can LLMs Create a Realistic Sheep Herding Game?

A developer challenged large language models (LLMs) to create a sheep herding game called "Shepherd's Dog," focusing on realistic flocking behavior. The detailed prompt included specifications for sheep movement, reactions to the dog and obstacles, and gameplay mechanics. The LLMs were tasked with building the entire game within a single index.html file using HTML, CSS, and JavaScript, featuring at least 10 levels, a timer, scoring system, and saved game progress. The experiment showcases the potential of LLMs in game development.

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First-Time Manager Survival Guide: From IC to Leader

2025-07-31
First-Time Manager Survival Guide: From IC to Leader

This article offers invaluable advice for first-time managers. It emphasizes that management isn't just a change in tasks, but a shift in roles – from individual contributor to team leader. It stresses learning to empower team members rather than micromanaging. The author notes that making mistakes is inevitable; what matters is learning from them, maintaining clear communication, setting clear expectations, and fostering a positive work environment. It also advises managers to prioritize self-care to avoid burnout and learn from strong leaders to improve management skills.

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Alibaba Chairman Warns of AI Data Center Bubble

2025-03-25
Alibaba Chairman Warns of AI Data Center Bubble

Alibaba Group Holding Ltd. Chairman Joe Tsai warned of a potential bubble in data center construction, arguing that the current pace of buildout may outstrip demand for AI services. Major tech firms and investment funds are aggressively building server farms globally, often without securing clear customers. Tsai expressed concern about projects raising funds without firm uptake agreements. While Alibaba itself plans to invest over $52 billion in AI over the next three years, Tsai highlighted the massive spending by US tech giants (Microsoft, Amazon, Google, Meta) on AI infrastructure, suggesting it might exceed current and projected demand. He pointed to the low-cost, open-source AI model from DeepSeek as an example of the current lack of widespread practical AI applications. Alibaba's response involves leveraging the success of its Qwen-based AI platform and an internal 'reboot' focusing on talent acquisition.

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Achieving Polymorphism with Dynamic Dispatch in Zig

2025-07-19

Zig, unlike many languages, lacks built-in interfaces. However, this doesn't preclude polymorphism. This article details a method for achieving dynamic dispatch polymorphism in Zig using vtable interfaces. This approach cleanly separates interfaces from implementations, requiring no changes to implementation types while enabling dynamic dispatch. It leverages function pointers to construct a vtable and uses an `implBy` function to connect implementations to the interface, effectively mimicking the functionality of interfaces in object-oriented languages. This allows storing different implementations in arrays or maps. While some boilerplate code is involved, the advantages are a clean, flexible, and reusable approach with minimal impact on implementation types.

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Development Polymorphism

North Korea's Crypto Laundering Scheme: A Billions-Dollar Headache

2025-03-18
North Korea's Crypto Laundering Scheme: A Billions-Dollar Headache

North Korea's hacking spree has netted billions in cryptocurrency, but converting this loot into fiat currency presents a massive challenge. Unable to use major exchanges due to KYC regulations, they rely on a global network of over-the-counter brokers, particularly in under-regulated regions like China. The sheer volume of funds, however, creates a significant bottleneck, leaving vast sums of crypto trapped in wallets – a modern-day equivalent of Escobar's cash storage problem. While employing mixers and other tools to obfuscate transactions, North Korea faces persistent pressure from nations like the US, who employ various methods to track and seize these illicit funds. This includes using provisions in the USA PATRIOT Act to subpoena Chinese banks, a strategy requiring significant political capital.

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SymbolicAI: A Neuro-Symbolic Framework for LLMs

2025-06-28
SymbolicAI: A Neuro-Symbolic Framework for LLMs

SymbolicAI is a neuro-symbolic framework blending classic Python programming with the differentiable programmability of LLMs. Its modular design allows easy extension and customization, enabling users to write their own engines, host them locally, or interface with tools like web search and image generation. Core concepts are Symbol objects (syntactic and semantic) and contracts (ensuring code correctness via decorators). SymbolicAI supports numerous primitive operations and integrates with neuro-symbolic engines like OpenAI and Anthropic via APIs, along with tools such as Wolfram Alpha and search engines. A priority-based configuration system simplifies management.

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Development neuro-symbolic

Enum of Arrays: A Novel Data Structure for Efficient Data Processing

2024-12-21
Enum of Arrays: A Novel Data Structure for Efficient Data Processing

This article introduces a data structure called "Enum of Arrays" (EoA), similar to the popular "Struct of Arrays" (SoA), but with enums at its core. EoA packs multiple enum values into an array, using a single tag to identify the array's type. This reduces memory usage and branch prediction overhead, leading to more efficient data processing, particularly beneficial for SIMD optimization. The article uses the database system TigerBeetle as an example, illustrating how EoA enables efficient batch processing by effectively separating the control plane and data plane, resulting in significantly improved performance.

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Amiga 4000T: The Last Hurrah of a Legend

2025-06-12

The Amiga 4000T, a tower-format Amiga produced by Escom, is widely considered the pinnacle of the classic Amiga line. Its exceptional expandability, featuring both SCSI and IDE interfaces and numerous Zorro III slots, made it a powerhouse for professional video, music, and graphics work. Though its release came too late to stem the tide of the rising PC, its robust build, modular design, and impressive performance have secured its place as a collector's item and a testament to Amiga's legacy. This article details a deep dive into its history and unique features.

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Hardware

JRuby: Elegant Java Integration Solves External Library Headaches

2025-05-01

At RubyKaigi, the author encountered difficulties using external libraries in Ruby: C libraries require writing C extensions or FFI bindings, while other languages pose even greater challenges. Examples like Charty (wrapping matplotlib) and QuickChart (implemented in JavaScript) highlighted the clumsiness of existing solutions. The author proposes a more elegant approach: leveraging JRuby's Java integration. Using JFreeChart as an example, the article demonstrates how to create charts effortlessly without writing Java, C, Python, or JavaScript code. It details JRuby's Java integration layer, including managing dependencies with `jar-dependencies`, calling Java classes, and creating simple bar and pie charts. The author concludes with an encouragement to experiment with JRuby and support its continued development.

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FOSDEM 2025: A Glimpse into the Open Source Mobile Track

2025-01-31
FOSDEM 2025: A Glimpse into the Open Source Mobile Track

FOSDEM, a free software developer event in Brussels, Belgium (February 1st & 2nd, 2025), will feature a dedicated 'FOSS on Mobile' track. This half-day session (February 1st, 2:55 PM - 7:00 PM) will host numerous talks on open-source mobile development. Beyond the talks, numerous project booths offer opportunities for networking and collaboration. A casual meetup is planned for Sunday, February 2nd at 2:00 PM. Don't miss the chance to connect with fellow developers and grab some stickers!

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Development

How 168 Spanish Soldiers Conquered a Million-Strong Inca Empire

2025-03-29
How 168 Spanish Soldiers Conquered a Million-Strong Inca Empire

This article recounts the incredible story of 168 Spanish soldiers conquering the Inca Empire, a civilization boasting millions of inhabitants. The author delves into Pizarro's conquest, examining his background, Spanish military technology (cavalry, iron weaponry, firearms), tactical superiority, and fortuitous circumstances like the Inca civil war and smallpox epidemic. A comparison with Cortes's conquest of the Aztecs is drawn, highlighting leadership, diplomacy, and brutality. Ultimately, the article argues that the Spanish success stemmed not only from technological and tactical advantages but also from the exceptional decision-making and strategic acumen of Pizarro and other conquistadors.

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Caves of Qud's Gigantic World Map: A 13.8 Gigapixel Adventure

2024-12-13
Caves of Qud's Gigantic World Map: A 13.8 Gigapixel Adventure

The upcoming sci-fi roguelike Caves of Qud, launching December 5th, boasts a massive world map totaling an astounding 13.8 gigapixels! This immense map consists of 240 x 75 zones, each zone containing 25 x 80 tiles, with each tile being 16 x 24 pixels. A web viewer allows exploration of the surface and even the first underground level (the remaining 2 billion+ levels are omitted due to data size). This breathtaking scale promises an epic, fantastical adventure, ripe with exploration possibilities.

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Escape from Poland: A Family's Journey Through Time

2025-07-21
Escape from Poland: A Family's Journey Through Time

The author recounts their family's escape from Poland, interwoven with their mother's complex feelings about her homeland before her death. From the poverty and bullying of her childhood, the family's arduous journey fleeing communist rule, to the painful memories of an Austrian refugee camp, the narrative paints a poignant picture of a family history marked by escape, poverty, and complex emotions towards their homeland. Their mother eventually found a new life in America, yet in her final years expressed regret over leaving Poland. This deeply personal story explores themes of family, home, and history, prompting reflection on identity and historical memory.

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Misc escape

OSI Board Election Controversy: A Time Zone Snafu

2025-02-22

A controversy has arisen in the Open Source Initiative (OSI) board of directors election. Luke's candidacy was rejected due to a missed deadline, allegedly past 11:59 PM PT on February 17th. However, the OSI website didn't specify UTC as the time zone for the deadline, and OSI's contact address is in California, leading to questions of fairness. Luke argues OSI should consider different time zones and allow his candidacy. The incident highlights the importance of clear time zone specifications and deadlines for global open-source organizations.

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Development Election Timezone

AWS S3's Strong Integrity Checksums Break Compatibility: OpenDAL to the Rescue?

2025-02-20

AWS S3's latest SDK update defaults to strong integrity checksums, a positive security step, but breaks compatibility with many S3-compatible services like Minio, Vast, and Dell EC. Projects such as Trino and Apache Iceberg are experiencing compatibility issues as a result, with Iceberg even submitting a PR to disable the feature. This highlights the risks of relying directly on S3 SDKs and shines a spotlight on OpenDAL. OpenDAL, by directly communicating with APIs, avoids SDK-related compatibility problems, offering users a more stable and reliable data access method.

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Development

Speed Up Python Code Testing: importlib and pickle Power Combo

2025-08-30
Speed Up Python Code Testing: importlib and pickle Power Combo

This post introduces two techniques to boost Python code testing efficiency. The first leverages the `importlib` library to reload functions for rapid iterative testing. The second combines `pickle` to save and load class objects, avoiding lengthy re-runs, especially beneficial for time-consuming code. These methods drastically reduce debugging time, improving development speed.

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Building Your Dev 'Red Team': Avoiding Embarrassing Mistakes

2025-02-06
Building Your Dev 'Red Team': Avoiding Embarrassing Mistakes

While most development teams are familiar with cybersecurity 'red teams', this article advocates for a broader 'red team' within every development team. This team should include: someone to check for design flaws (preventing embarrassing visuals like a past GitHub billboard incident); someone using ad blockers (ensuring site functionality despite ad-blockers); and someone using a password manager (to ensure smooth auto-fill for login forms). These seemingly simple roles can prevent embarrassing errors, resulting in a more polished product and better user experience.

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Musk's Network State: A Systematic Assault on the US Government

2025-02-02

Elon Musk's attempt to dismantle the US government isn't random chaos; it's the methodical execution of the "network state" blueprint. Musk and his tech allies are enacting Balaji Srinivasan's vision: a tech CEO takeover, purging of institutions, crypto-corruption as a dominant economic force, and a quest for new territory. Musk's actions mirror his Twitter takeover—a gutting of democratic institutions, replacing civil servants with loyalists to a dictator.

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ErisForge: A Dead Simple LLM Ablation Tool

2025-01-27
ErisForge: A Dead Simple LLM Ablation Tool

ErisForge is a Python library for modifying Large Language Models (LLMs) by transforming their internal layers. It allows for creating ablated and augmented versions of LLMs, resulting in altered responses to specific inputs. Features include controlled manipulation of model behavior, measurement of refusal expressions, and support for custom transformation directions. Easy to use with comprehensive examples and documentation.

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China Reveals Details of Alleged NSA Attack on Northwestern Polytechnical University

2025-02-19
China Reveals Details of Alleged NSA Attack on Northwestern Polytechnical University

A blog post details publicly available Chinese reports on an alleged NSA (APT-C-40) cyberattack against Northwestern Polytechnical University. The reports claim the NSA used over 40 unique malware strains, employing techniques including zero-day exploits, MITM attacks, and spear-phishing emails, to steal sensitive data. Chinese cybersecurity firms attributed the attack based on analysis of attack times, keyboard inputs, human errors, and toolkits. The author compares Western and Chinese incident response methodologies and discusses future cybersecurity trends. The authenticity of the claims remains unverified.

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Tech APT attack

Apple's Mysterious New Product Launch Next Week: iPhone SE 4 Frontrunner

2025-02-13
Apple's Mysterious New Product Launch Next Week: iPhone SE 4 Frontrunner

Apple CEO Tim Cook announced on X that a new product will debut on February 19th. While details remain scarce, a teaser video hints at a 'newest member of the family.' Strong speculation points to the iPhone SE 4, potentially featuring an OLED edge-to-edge display, A18 chip, USB-C port, 8GB RAM, a 48MP camera, Face ID, and 5G. However, other possibilities include the M4 MacBook Air and M3 iPad Air. Analysts lean towards the iPhone SE 4 being the likely candidate.

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Intel's Modular PC Design: A Sustainable Approach to Reduce E-waste

2025-01-24
Intel's Modular PC Design: A Sustainable Approach to Reduce E-waste

Addressing the growing e-waste problem, Intel introduces a modular PC design. This innovative approach allows for easy upgrades and repairs by modularizing key components, extending device lifespan and reducing electronic waste. Three levels of modularity—factory, field, and user—cater to different repair needs and skill levels. Intel aims to lower carbon footprint, support the right-to-repair, streamline manufacturing, and ultimately create a more sustainable PC lifecycle.

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Hardware modular design

Linux 6.14 Adds Support for Microsoft Copilot Key

2025-01-24

The Linux 6.14 kernel introduces support for the Microsoft Copilot key found on new laptops pre-loaded with Windows. This key, used to launch Microsoft's Copilot AI assistant or similar chatbot software, was previously unmapped in Linux. The update modifies the atkbd keyboard driver, mapping the F23 key to the Copilot shortcut (Meta+Shift+F23). Additionally, Linux 6.14 boasts enhanced game controller support and other input subsystem improvements.

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Development Hardware Support
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