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Nitro: A Tiny Yet Powerful Init System and Process Supervisor

2025-08-23

Nitro is a lightweight process supervisor that can also function as PID 1 on Linux. Designed for embedded systems, desktops, servers, and containers, it's configured via a directory of scripts. Its in-memory state allows operation on read-only root filesystems. Efficient and event-driven, Nitro boasts zero memory allocations at runtime and supports reliable service restarting and logging chains. Parametrized services and remote control via the `nitroctl` tool add to its versatility.

(git.vuxu.org)

Development process supervisor init system

My Adventures with LLM Coding Agents: Level Up Your AI-Assisted Development

2025-08-23

My Adventures with LLM Coding Agents: Level Up Your AI-Assisted Development

This post details a hobbyist's journey using Large Language Model (LLM) coding agents to build software beyond their skill level. The author shares hard-won tips for maximizing efficiency, including effective context management (providing relevant information without overwhelming the model), meticulous design documentation, detailed planning and task breakdown, comprehensive logging for debugging, and defensive Git strategies. The author emphasizes the importance of using tools to extract information from large files, compacting context to avoid losing the big picture, and treating the agent as a tool rather than a collaborator. By following these strategies, the author successfully completed a complex project.

(efitz-thoughts.blogspot.com)

Development

Running a Full Linux Desktop Inside a Docker Container: A Challenging Experiment

2025-08-23

Running a Full Linux Desktop Inside a Docker Container: A Challenging Experiment

The author attempts to run a full-fledged Linux desktop environment inside a Docker container, challenging the conventional use of Docker. After an initial failed attempt to build a custom image from scratch, the author switches to a pre-built image from Docker Hub and successfully runs an XFCE desktop environment. While encountering issues such as GPU rendering problems and Flatpak compatibility, the author ultimately achieves running a complete Linux desktop in a browser. Furthermore, the author explores solutions like Webtop and Kasm Workspaces, discovering unexpected advantages such as remote desktop access, enabling access to a high-performance desktop from a low-powered device.

(www.howtogeek.com)

Development

Google's Gemini App: Tiny Requests, Huge Cumulative Impact

2025-08-23

Google's Gemini App: Tiny Requests, Huge Cumulative Impact

Google's team analyzed the energy consumption of its Gemini app. A single text request consumes a minuscule amount of energy, equivalent to about nine seconds of TV watching. However, the massive volume of requests results in a significant cumulative energy consumption and carbon footprint. Encouragingly, over the past year, Google has reduced energy consumption per prompt by 33x and carbon emissions by 1.4x through software optimizations (like Mixture-of-Experts) and renewable energy usage. This highlights how even seemingly small AI requests can have a large environmental impact at scale, demanding continuous technological improvements and energy strategy optimization.

(arstechnica.com)

Tech

Building Websites with Browser-Based XSL: No Server-Side Code Needed

2025-08-23

Building Websites with Browser-Based XSL: No Server-Side Code Needed

This article demonstrates building websites using browsers' built-in XSL support, eliminating the need for server-side code, static site generators, or JavaScript. By defining templates within XML files, the browser renders custom tags as HTML, creating a consistently themed website. Advanced examples showcasing templating with fields and nested templates are also provided.

(github.com)

Development

arXivLabs: Community Collaboration on Experimental Projects

2025-08-22

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace openness, community, excellence, and user data privacy. arXiv is committed to these values and only partners with those who share them. Got an idea to enhance the arXiv community? Explore arXivLabs!

(arxiv.org)

Tech

The Wild West of AI Coding: Bugs, Booms, and the Future of Software

2025-08-22

The Wild West of AI Coding: Bugs, Booms, and the Future of Software

The rise of AI coding tools has dramatically increased development speed, but it's also unleashed a flood of bugs and security vulnerabilities. The author recounts a personal experience of 'vibe coding,' highlighting the chaos and challenges. While AI generates code quickly, its unreliability necessitates stricter code reviews, testing, and monitoring. Enterprises must invest heavily in CI/CD infrastructure and adopt advanced log analytics platforms to manage the risks and reap the rewards of the AI revolution in software development. The future belongs to those who build robust safeguards against the unpredictable nature of AI-generated code.

(marketsaintefficient.substack.com)

Development

The AI Hype Cycle: Burning Out Engineers and Empty VC Pockets

2025-08-22

The AI Hype Cycle: Burning Out Engineers and Empty VC Pockets

This article details how the overuse of AI tools is leading to engineer burnout. Junior engineers are excessively relying on LLMs, submitting low-quality code that requires significant review time from senior engineers, resulting in inefficiency. This isn't isolated; many companies blindly chase AI, leading to wasted resources and project failures. The author calls for a halt to over-reliance on AI, a return to software engineering fundamentals, and a focus on developing engineers' practical skills. The current AI business model, heavily reliant on VC funding and unsustainable energy consumption, is unsustainable in the long run.

(catskull.net)

Development AI overuse

Repair: How Great Managers Learn From Mistakes

2025-08-22

Repair: How Great Managers Learn From Mistakes

Managers will make mistakes; it's inevitable. This article emphasizes the importance of "repair," proactively acknowledging mistakes, taking responsibility, and making amends. Instead of striving for perfection, focus on repairing relationships with your team. The author uses personal anecdotes and observations to illustrate how to repair mistakes through specific steps: being specific about the error, focusing on the impact on others, changing behavior, and consistent improvement. Ultimately, managers who are good at repair build stronger trust and improve team performance.

(terriblesoftware.org)

Development team

A Decade of Go Gripes: Why This Programmer Still Hates Go

2025-08-22

A programmer's decade-long critique of Go highlights several frustrating flaws. Issues include: illogical error variable scoping leading to readability and bug issues; two types of nil increasing complexity; poor portability with clumsy conditional compilation; unpredictable append function behavior; inflexible defer statements for resource management; the standard library swallowing exceptions; insufficient non-UTF-8 support; and inefficient memory management. The author argues these aren't technical challenges, but fundamental design flaws, asserting Go could have been far superior.

(blog.habets.se)

Development

Ex-Dev Imprisoned for Sabotaging Ex-Employer's Network with Kill Switch

2025-08-22

Ex-Dev Imprisoned for Sabotaging Ex-Employer's Network with Kill Switch

Davis Lu, 55, was sentenced to four years in prison for sabotaging his former employer's Windows network. After being terminated, Lu activated malicious code he'd secretly embedded, causing system crashes and locking out thousands of users via a kill switch. He also deleted encrypted data from his company laptop. The act resulted in significant financial losses for the Ohio-based company. He was found guilty of intentionally damaging protected computers and will serve three years of supervised release following his prison sentence.

(www.bleepingcomputer.com)

Development

Coercive Citations in Peer Review: A Preprint's Shocking Findings

2025-08-22

Coercive Citations in Peer Review: A Preprint's Shocking Findings

An analysis of 18,400 open-access articles reveals that reviewers are significantly more likely to approve a manuscript if their own work is cited in subsequent versions. This preprint study, analyzing data from four open-access publishers, found that reviewers who were cited were more likely to approve articles than those who weren't. The study also analyzed reviewer comments, finding that reviewers requesting citations used more coercive language when rejecting papers. This raises concerns about potential conflicts of interest and academic integrity in the peer-review process.

(www.nature.com)

Tech citation manipulation

JWST Discovers Tiny New Moon Orbiting Uranus

2025-08-22

JWST Discovers Tiny New Moon Orbiting Uranus

A team led by Dr. Maryame El Moutamid at the Southwest Research Institute (SwRI) has discovered a previously unknown moon orbiting Uranus using the James Webb Space Telescope (JWST). The tiny moon, designated S/2025 U 1, is approximately 6 miles (10 km) in diameter and located between the orbits of Ophelia and Bianca. This brings the total known Uranian moons to 29. The discovery highlights JWST's capabilities in detecting even small, previously unseen celestial bodies in our solar system.

(www.sciencedaily.com)

Tech

Dialectical Behavior Therapy (DBT): Self-Improvement or Capitalist Tool?

2025-08-22

Dialectical Behavior Therapy (DBT): Self-Improvement or Capitalist Tool?

This article explores the origins, development, and controversies surrounding Dialectical Behavior Therapy (DBT). Created by Marsha Linehan, DBT aims to help those at high risk of suicide by improving emotional regulation through skills training and cognitive behavioral techniques. While DBT emphasizes the dialectic of acceptance and change, it's also criticized for oversimplifying complex issues, neglecting the impact of societal structures on mental health, and potentially serving as a tool for self-management under capitalist pressures. The article delves into the connection between DBT and workplace management models, and its limitations in addressing contemporary anxieties and stresses.

(www.thedriftmag.com)

Misc Dialectical Behavior Therapy dialectical behavior therapy

The Curious Case of Emoji Length in JavaScript: UTF-8, UTF-16, UTF-32, and Grapheme Clusters

2025-08-22

This article delves into the discrepancies in emoji string length across different programming languages. For example, in JavaScript "🤦🏼‍♂️".length is 7, while in Python it's 5 and in Rust, 17. This stems from variations in how languages handle string encoding (UTF-16, UTF-8, etc.) and character units (Unicode scalar values, extended grapheme clusters, etc.). The author argues that remembering the length in the native encoding is reasonable, but other lengths (like extended grapheme clusters) should be computed on demand to avoid unnecessary storage overhead and synchronization issues. The article further analyzes the pros and cons of different encoding schemes, highlighting UTF-8's advantages in storage and interchange. Finally, it tackles the issue of fair length quotas, demonstrating that there's no simple way to fairly measure information density across languages, illustrating this with translations of the Universal Declaration of Human Rights.

(hsivonen.fi)

Development String Encoding

Microsoft's Xbox ROG Ally: Entering the Portable Gaming Fray

2025-08-22

Microsoft's Xbox ROG Ally: Entering the Portable Gaming Fray

Microsoft's Xbox ROG Ally handheld console, developed in partnership with Asus, is making waves at Gamescom. Targeted at hardcore gamers, the Ally boasts familiar Xbox controls and aims to expand the Xbox ecosystem, encouraging existing Xbox and PC owners to play more, thus increasing engagement and spending. With the Switch 2's strong launch and the existing Steam Deck competition, Microsoft is vying for a piece of the portable gaming market and boosting Game Pass subscriptions. Sony, meanwhile, remains on the sidelines, offering only the streaming-focused PlayStation Portal. The Ally's release date is October 16th, but pricing remains undisclosed.

(sg.finance.yahoo.com)

Game Handheld Console

Google's Honest (and Uncommon) Take on Pixel's Water Resistance

2025-08-22

Google's Honest (and Uncommon) Take on Pixel's Water Resistance

Google's advertising materials surprisingly admit that no phone is truly waterproof or dustproof. While Pixel phones may boast an IP68 rating upon leaving the factory, this protection degrades over time due to wear, damage, or drops; liquid damage voids the warranty. This unusual transparency highlights the often-blurred line between marketing and reality in the mobile industry.

(www.theverge.com)

Tech phone waterproofing Google Pixel marketing transparency

Apple Fitness VP Accused of Toxic Workplace Culture

2025-08-22

Apple Fitness VP Accused of Toxic Workplace Culture

Jay Blahnik, Apple's VP of Fitness Technologies, is facing accusations of fostering a toxic work environment. Multiple current and former employees allege verbal abuse, manipulation, and inappropriate behavior, leading over ten employees to take extended medical or mental health leaves since 2022. Despite an internal investigation, Blahnik remains employed and faces multiple lawsuits, including one alleging sexual harassment. The situation raises concerns about Apple's corporate culture.

(macdailynews.com)

Tech

Android 16 Beta Brings Enhanced Dark Mode and Themed Icons

2025-08-22

Android 16 Beta Brings Enhanced Dark Mode and Themed Icons

Google has released the Android 16 beta, featuring expanded dark mode and themed app icon support. A new 'intelligent inversion' feature forces dark theming on apps lacking native support, automatically darkening splash screens and status bars. Users can now also force themed icon colors onto apps, even without developer support. Other improvements include enhanced parental controls, more secure cross-platform data migration, improved PDF annotation and editing, and personal audio sharing for Bluetooth LE devices.

(www.theverge.com)

Tech Themed Icons

LinkedIn's Toxic Mediocrity: A Content Quality Lament

2025-08-22

The author decries LinkedIn's rampant 'toxic mediocrity': inauthentic personal branding, overproduced empty posts, and meaningless advice disguised as stories. The author argues that LinkedIn's algorithm incentivizes this behavior, yet it ultimately provides no career benefit. Instead of chasing likes and comments, the author advocates for high-quality content creation, such as building a personal blog to share meaningful insights, as a more effective path to career advancement.

(www.elliotcsmith.com)

Misc

Single Atom Quantum Logic Gate Breakthrough

2025-08-22

Single Atom Quantum Logic Gate Breakthrough

University of Sydney researchers have achieved a breakthrough by implementing an error-corrected quantum logic gate on a single ytterbium ion using the 'Rosetta Stone' code (GKP code). This innovative approach leverages the ion's natural vibrations to encode and manipulate logical qubits, dramatically reducing the number of physical qubits needed for quantum computing. Published in Nature Physics, this milestone significantly improves quantum computing hardware efficiency and paves the way for large-scale quantum information processing.

(phys.org)

Tech quantum logic gate GKP code

The Huge Hurdle to US EV Adoption: Charging Infrastructure

2025-08-22

The Huge Hurdle to US EV Adoption: Charging Infrastructure

While a large percentage of US homes could theoretically support EV charging, the reality is far more complex. Over a third require costly electrical upgrades to handle home chargers, significantly increasing EV ownership costs and potentially exceeding those of gasoline cars. Furthermore, charging in multifamily dwellings presents even greater challenges, requiring permission from management companies and expensive grid upgrades, posing a significant obstacle to widespread EV adoption.

(arstechnica.com)

Tech charging infrastructure grid upgrades

Kolmogorov-Arnold Networks: A More Scientific Neural Network?

2025-08-22

This blog post explores the philosophical differences between Kolmogorov-Arnold Networks (KANs) and Multi-Layer Perceptrons (MLPs). While acknowledging their equal expressive power, the author argues that differences emerge in optimization, generalization, and interpretability. KANs align more with reductionism, while MLPs lean towards holism. The author suggests that KANs might be better suited for modeling scientific phenomena, given science's reliance on reductionist approaches, citing the example of compiling symbolic formulas. However, the importance of empirical experiments is stressed, acknowledging potential weaknesses of KANs in non-scientific tasks.

(kindxiaoming.github.io)

AI reductionism

Decoding the Myriad of AI Job Titles: A Cheat Sheet

2025-08-22

Decoding the Myriad of AI Job Titles: A Cheat Sheet

Navigating the ever-evolving landscape of AI job titles can be challenging. This cheat sheet provides a framework for understanding the often-confusing terminology. By breaking down titles like "Applied AI Engineer" and "AI Forward Deployed Engineer," the author reveals common components and explains the meaning of modifiers (e.g., "Applied," "Forward Deployed") and domains (e.g., "ML," "Gen AI"). The ambiguity surrounding the "Researcher" title, differing between academia and industry, is highlighted, suggesting clearer job descriptions are needed. This guide helps decipher AI roles and offers valuable insights for career exploration.

(www.dbreunig.com)

Development AI jobs AI terminology career guidance

Budapest's Hidden Wonder: A Massive Geothermal Cave System

2025-08-22

Budapest's Hidden Wonder: A Massive Geothermal Cave System

Beneath the bustling streets of Budapest, Hungary, lies a hidden marvel: a vast underwater cave system heated by geothermal springs. The Molnár János Cave, stretching for over 3.6 miles and plunging nearly 300 feet below the surface, is one of the world's largest active thermal water caves, accessible only to certified cave divers. Hidden behind an unassuming entrance, the cave reveals a breathtaking world of spacious chambers, gentle currents, and stunning mineral formations. Divers navigate through crystal-clear water, encountering remnants of the ancient Pannonian Sea and contributing to ongoing scientific research exploring the cave's secrets and its still-growing network of passages.

(www.cnn.com)

Misc cave diving geothermal

Seamless NetHack and Emacs mu4e Integration for Email

2025-08-22

Seamless NetHack and Emacs mu4e Integration for Email

The author, deeply engrossed in a NetHack game, devised an elegant solution to check emails without interrupting gameplay. Leveraging NetHack's mail daemon functionality, a Python script converts maildir to mbox format and checks the mbox file's modification time. New emails trigger a Bash script launching emacsclient, opening mu4e, and directly navigating to unread messages. This ingenious integration showcases the author's problem-solving skills and efficient workflow.

(feyor.sh)

Development

Text.ai: Founding Full-Stack Engineer – Build the Future of AI-Native Communication

2025-08-22

Text.ai: Founding Full-Stack Engineer – Build the Future of AI-Native Communication

Text.ai, a consumer-first AI native company, is seeking a Founding Full-Stack Engineer. They're building an AI-powered communication platform that solves the challenge of making multiple people happy simultaneously in group chats. This involves creating seamless group collaboration experiences, leveraging AI for tasks like trip planning and restaurant selection. Backed by Y Combinator, SV Angel, and investors from Shopify and Tencent, the team includes founders from Tesla, Eventbrite, Amazon, and McKinsey. The role requires 4+ years of React Native experience, backend (Python) integration skills, and a passion for AI. This is a chance to build groundbreaking AI interaction patterns and impact millions of users.

(www.ycombinator.com)

Development AI-native app

US Water Consumption: A Deep Dive

2025-08-22

US Water Consumption: A Deep Dive

While US water is abundant and cheap, rising demand in the arid Southwest and from water-intensive industries like data centers is shifting this reality. This article analyzes the US's daily water consumption of 322 billion gallons, covering power generation, irrigation, industry, and domestic use. While thermoelectric power plants consume vast amounts, most is non-consumptive; irrigation's consumptive use is significant and difficult to reuse; data center water use, though relatively small now, is rapidly growing. The key takeaway: Careful interpretation of water use data is crucial, distinguishing between consumptive and non-consumptive uses.

(www.construction-physics.com)

Tech water consumption

GitHub Code Suggestion Application Limits: 12 Scenarios You Might Encounter

2025-08-22

GitHub Code Suggestion Application Limits: 12 Scenarios You Might Encounter

This concise note lists 12 potential limitations encountered when applying code suggestions on GitHub, such as no code changes made, pull request closed, viewing a subset of changes, only one suggestion per line, applying to deleted lines, suggestion already applied or marked resolved, and more. These limitations are designed to maintain the integrity of the codebase and the efficiency of the review process.

(github.com)

Development

The Paradigm Shift in AI Product Development: From Determinism to Probability

2025-08-22

The Paradigm Shift in AI Product Development: From Determinism to Probability

This article explores how general-purpose artificial intelligence (AGI) is disrupting the tech industry, particularly in software design, engineering, building, and growth. Traditional software development follows a deterministic model: known inputs produce expected outputs. However, AGI models are probabilistic, with outputs based on statistical distributions and inherent uncertainty. This renders traditional software engineering methods and metrics (like SLOs) obsolete. The author advocates for an empirical approach, using scientific methods and data-driven decision-making to build and iterate AI products, rather than relying on traditional engineering thinking. This requires organizations to transition from engineering to science, centering on data, and breaking down siloed departments for a holistic systems view.

(giansegato.com)

Development

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