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How Top Programmers Use LLMs to Supercharge Productivity

2025-07-21

Veteran programmer antirez shares his 18-month experience using large language models like Gemini 2.5 PRO and Claude Opus for coding. He argues that current LLMs are best used as powerful assistants, not as standalone project completers. By clearly describing problems and iterating effectively, LLMs can help eliminate bugs, explore ideas faster, engage in pair-design, and even learn technologies outside one's expertise. However, antirez stresses the importance of providing ample context, choosing the right model, and maintaining control over the code, avoiding reliance on automated agents. Only then can code quality be assured and efficiency maximized.

(antirez.com)

Development

TDK Ventures Invests in Silicon Box: Betting on Advanced Chiplet Packaging

2025-01-06

TDK Ventures Invests in Silicon Box: Betting on Advanced Chiplet Packaging

This article details why TDK Ventures invested in Silicon Box. Silicon Box is developing advanced chiplet packaging technology, combining multiple small chips (chiplets) into a complete system-on-chip (SoC). This approach overcomes limitations of traditional monolithic chip architectures, improving design flexibility, cost-effectiveness, and performance. Silicon Box's innovation lies in its industry-leading interconnect technology and novel panel packaging, achieving up to 8x higher production efficiency than existing technologies. TDK Ventures' investment is based on Silicon Box's innovation in chiplet interconnect, robust production capabilities, technical expertise, and strong investor partnerships.

(medium.com)

Tech chiplet semiconductor

Nvidia GPUs on a Bare-Metal Kubernetes Cluster with NixOS: A Rabbit Hole Adventure

2025-03-02

To scale his machine learning framework, MAZE, the author attempted to enable Nvidia GPU support on his Kubernetes cluster, comprising three mini-PCs and a retired workstation. This proved far more challenging than anticipated, involving hurdles such as configuring the Nvidia device plugin, navigating the complexities of a NixOS environment, and deploying PKI certificates. He ultimately succeeded, sharing his experiences deploying a Kubernetes cluster using NixOS, Ansible, and Sops, alongside a deep dive into CRI, CDI, nvidia-container-toolkit, and more. He also developed nix-playground, a tool to simplify patching and building open-source projects, and leveraged Grok 3 for debugging. Along the way, he encountered further challenges like PyCharm issues with WSL NixOS and Kubernetes RuntimeClass configuration. The entire journey, akin to Alice's Adventures in Wonderland, highlights the author's impressive execution power and problem-solving skills.

(fangpenlin.com)

Development

compile_flagz: Boosting C/C++ IDE Support in Zig Build Systems

2025-09-13

Zig's build system offers powerful cross-compilation capabilities for C/C++ projects, but editor support often lags due to missing include paths. compile_flagz addresses this by generating a `compile_flags.txt` file, a standard format used by language servers like clangd. This file provides the necessary compilation settings, enabling features like code completion and error highlighting. The author details its usage and implementation, showcasing its effectiveness in a game decompilation project (ROLLER). A quick start guide is also provided.

(simonhartcher.com)

Development

Escape the Startup Idea Maze: The Hypothesis Sheet Method

2025-01-22

Escape the Startup Idea Maze: The Hypothesis Sheet Method

This article introduces the "Hypothesis Sheet" method, a process designed to help startup founders find and validate good startup ideas. The core concept is framing the startup journey as a series of hypothesis tests. The four steps involve: listing ideas/target customers, selecting one to validate, using Hypothesis Sheets to validate, and continuously de-risking or moving to the next idea. This efficiently de-risks the process, aiming to find product-market fit. The author emphasizes rapid iteration, suggesting one-week sprints, and shares customer discovery tips, including handling 'surprise factors'—instances where customer responses defy expectations.

(michaelrbock.com)

Startup product-market fit customer discovery

PropRise Seeks Founding Engineer: Build a Million-Record Property Data Platform

2025-02-23

PropRise Seeks Founding Engineer: Build a Million-Record Property Data Platform

PropRise is seeking an experienced full-stack engineer as its Founding Engineer to own and build the systems powering its rapidly growing platform. This involves building robust backend data systems and engaging front-end interfaces for millions of property records. Candidates must have full-stack experience, expertise in building scalable, data-intensive systems, and a proven ability to iterate and deploy quickly. The tech stack includes Typescript, Next.js, React, Postgres, and GCP. This is a challenging and rewarding role ideal for engineers who thrive in fast-paced environments, enjoy tackling complex problems, and are passionate about the intersection of AI and data quality.

(www.ycombinator.com)

Development Full-stack Engineer Data Platform

TikTok Ban Fuels $50K iPhone Resale Market

2025-01-25

TikTok Ban Fuels $50K iPhone Resale Market

With TikTok facing a potential US ban, users are listing phones pre-loaded with the app for exorbitant prices—up to $50,000—on eBay and Facebook Marketplace. While TikTok is temporarily accessible again, it's unavailable for download, creating a surge in demand for used devices with the app already installed. Sellers are capitalizing on this, listing iPhones and tablets with TikTok and other ByteDance apps (Lemon8, CapCut) for prices ranging from $340 to $50,000. While high-priced listings exist, most sales appear to be in the hundreds of dollars. This reflects user reliance on TikTok and the market's response to scarcity.

(apnews.com)

Tech Resale Market App Ban

Magic Links: Convenient or Catastrophic?

2025-01-07

Magic Links: Convenient or Catastrophic?

This article critiques website designs that rely solely on magic email links for login. While secure, the author argues this method is inconvenient for multi-device users, hindering direct login on gaming PCs or work laptops and being susceptible to email delays. It also forces users to access personal emails on work devices, posing security risks. The author suggests offering more flexible login options like passwords or passkeys to improve user experience.

(recyclebin.zip)

Development login methods

Wendelstein 7-X Stellarator Achieves Record-Breaking Plasma Duration

2025-07-21

Wendelstein 7-X Stellarator Achieves Record-Breaking Plasma Duration

Germany's Wendelstein 7-X stellarator has set a new world record during its OP 2.3 campaign, achieving a high fusion triple product value in its plasma for 43 seconds. This milestone signifies a significant step towards a future fusion power plant. The record was made possible through international collaboration, notably a pellet injector from Oak Ridge National Laboratory, and diagnostic equipment from other labs in Europe and the US. Beyond the triple product, the experiment also achieved milestones in energy turnover and plasma pressure.

(www.iter.org)

Tech

Apple Account Locked: A Nightmare Caused by an Unpaid Apple Card

2025-05-18

Apple Account Locked: A Nightmare Caused by an Unpaid Apple Card

The author's Apple Card autopay failed due to a bank account change, resulting in overdue payments. Apple subsequently locked his App Store, iCloud, Apple Music, and Apple ID accounts. This incident highlights Apple's extreme measures in handling billing issues, lacking communication and transparency, causing significant user frustration. Although accounts were eventually unlocked, the process took days, and customer support failed to effectively resolve the issue, showcasing Apple's shortcomings in customer service.

(dcurt.is)

Tech Account Security

10 Years of Software Development: My Shifting Perspectives

2025-02-05

A software engineer reflects on a decade in the industry, sharing evolving views on software development. Simplicity is no longer a given, elegance isn't a true metric, and good management is invaluable. Communication is key, and providing space for junior devs is crucial. However, some opinions remain steadfast: code style shouldn't be overly strict, code coverage doesn't equate to quality, microservices need justification, and most projects don't need to scale excessively. This offers valuable insights and reflections for developers.

(chriskiehl.com)

Development experience

Can Programmers Be More Like Ants? A Look at Stigmergy in Software Development

2025-01-14

This article explores the evolution of software development team structures. Historically, a top-down, waterfall model prevailed, leading to inefficiencies. The internet age saw the rise of distributed teams, transforming software architecture into a network-like structure. The author draws a parallel between this new organizational structure and the collective intelligence of ants and other insects – stigmergy. Stigmergy, through indirect stimulation (e.g., code comments, emails), enables efficient collaboration without central control. The article concludes by advocating for programmers to learn from collective intelligence, mimicking insect collaboration to improve software development efficiency and quality.

(blog.ubiquity.acm.org)

Development stigmergy distributed teams

Stanford Forgoes State Aid to Preserve Legacy Admissions

2025-08-10

Stanford Forgoes State Aid to Preserve Legacy Admissions

Stanford University is opting out of California's Cal Grant program to maintain its legacy admissions policy, prioritizing applicants with alumni or donor connections. This decision comes after California banned legacy preferences in admissions and follows the Supreme Court's ruling against race-conscious admissions. While Stanford claims it will replace the lost state funding, critics argue this move exacerbates inequality in higher education and undermines efforts towards a more meritocratic system.

(www.forbes.com)

Misc Admissions

Apple's Full-Screen F1 Ad: A Double Standard?

2025-07-08

Apple's Full-Screen F1 Ad: A Double Standard?

A full-screen ad for the F1 movie in Apple's TV app, linking directly to a website for ticket purchases, has sparked controversy. Apple's strict in-app purchase (IAP) rules, enforced on other developers, appear to be inconsistently applied here. The article argues that purchasing movie tickets isn't 'digital content' and thus exempt from IAP, a distinction likely confusing to most users. This discrepancy raises questions about user experience and the transparency of Apple's policies. This is a Tech news story.

(daringfireball.net)

Tech

Open-Source Software's $8.8 Trillion Economic Impact: A Revolution Fueled by 3,000 Developers

2025-03-21

Open-Source Software's $8.8 Trillion Economic Impact: A Revolution Fueled by 3,000 Developers

A Harvard Business School study reveals open-source software holds an $8.8 trillion economic value. Without it, companies would spend 3.5 times more on software. Around 3,000 developers globally contribute to 95% of this value, with open source present in 96% of all codebases. Researchers calculated value by assessing development costs (supply value: $4.15 billion) against the cost for companies to rebuild it themselves (demand value: $8.8 trillion). Go stands out with a demand value exceeding $5 trillion. The study highlights open source as a modern common good, urging corporate and governmental contributions and promotion.

(www.heise.de)

Tech economic value

Plato: A Genius Whose Errors Shaped Western Thought

2025-06-10

Plato: A Genius Whose Errors Shaped Western Thought

This article examines Plato's profound influence on Western thought, highlighting how many of his compelling arguments led to enduring errors. His assertion of the immortality of the soul established a deeply entrenched mind-body dualism; his idealized definition of knowledge led to an overemphasis on absolute certainty, hindering intellectual progress; his rigid approach to definition ignored the inherent fuzziness of language; and his emphasis on idealized preconditions delayed practical advancement. Even his celebrated Socratic method, the article argues, is more destructive than constructive. Plato's genius lies in his profound insights, but his errors are equally profound and persistent, casting a long shadow on Western intellectual history.

(www.prospectmagazine.co.uk)

Misc Western thought

aiosqlitepool: Boost Asyncio SQLite Performance by 72%

2025-07-15

aiosqlitepool: Boost Asyncio SQLite Performance by 72%

aiosqlitepool is a high-performance connection pool for asyncio SQLite applications. By reusing database connections, it eliminates connection overhead and significantly improves query speed. It works with asyncio drivers like aiosqlite, not as a replacement. Tests show a 72% performance boost and 41% reduction in average latency under heavy load. Ideal for high-throughput applications or those requiring low latency, aiosqlitepool effectively mitigates SQLITE_BUSY errors caused by write contention.

(github.com)

Development

Simulating Dates with GPT-4: A New Approach to Treating Dating Anxiety?

2025-04-24

Simulating Dates with GPT-4: A New Approach to Treating Dating Anxiety?

A blogger recounts years of receiving emails from young men struggling with dating anxiety. He experiments with GPT-4 to simulate a date, creating a virtual female character to interact with a male character suffering from severe dating anxiety. While GPT-4 facilitates fluid conversation, its overly positive and accommodating responses lack realism, failing to effectively simulate the nuances and feedback of real-world dating. The blogger suggests that with fine-tuning and reinforcement learning, future large language models could create effective dating simulators to help overcome dating anxiety.

(scottaaronson.blog)

AI dating anxiety

AI Sleuths: New Tools Detect Errors in Research Papers

2025-03-08

AI Sleuths: New Tools Detect Errors in Research Papers

Two new AI-powered tools are revolutionizing research integrity. The Black Spatula Project, an open-source initiative, has analyzed approximately 500 papers, identifying numerous errors and contacting authors directly. YesNoError, a more ambitious project, has analyzed over 37,000 papers, flagging potential flaws on its website. Both aim to prevent errors and fraud from entering the scientific literature, but face challenges like high false positive rates and potential reputational damage. Despite these risks, experts see AI's potential as a powerful tool for initial screening and improving research efficiency.

(www.nature.com)

Tech Research Integrity

Tencent's 'Thinkbot' Crawler: A 74-IP, 41-Network Block Web War

2025-08-25

A blogger discovered an unusually active web crawler called 'Thinkbot'. Tracing its activity revealed 74 unique IP addresses spread across 41 network blocks owned by Tencent, encompassing hundreds of thousands of IPs. The blogger speculates this is a large-scale data scraping operation by Tencent to externalize Great Firewall costs, and has added the IPs to a firewall rule set. This raises concerns about internet security and data sovereignty, highlighting the increasingly complex web battles in today's internet landscape.

(boston.conman.org)

Tech

Apple Returns to Advertising on X

2025-02-13

Apple Returns to Advertising on X

Apple has resumed advertising on X this month, marking its return after a hiatus of over a year. The company had paused ads in November 2023 following controversial statements by owner Elon Musk. Ads promoting Safari's privacy features and the Apple TV+ show *Severance* have been spotted. This follows a report last month suggesting Apple's return, a decision mirrored by other major brands who paused and then cautiously resumed advertising on the platform after Musk's acquisition and subsequent changes to content moderation.

(www.macrumors.com)

Tech Advertising

The Internet's Missing Piece: A Secure and Simple Identity System

2025-08-18

The Internet's Missing Piece: A Secure and Simple Identity System

This article critiques the internet's flawed design separating identity verification from payments, leading to insecure and complex systems like passwords and third-party accounts. It proposes an ideal system: a single tap verifies identity and enables payments, offering security, ease, and user control. While the concept of 'being your own bank' was initially hampered by high barriers to entry, new tools like social recovery, smart wallets, and passkeys are simplifying secure, self-owned digital identities. The future promises a secure and user-friendly identity system, enabling safe digital lives without requiring users to be crypto experts.

(karimjedda.com)

Tech secure payments passwordless

Major Math Error Corrected in Black Plastic Study; Authors Say It Doesn't Matter

2024-12-20

Major Math Error Corrected in Black Plastic Study; Authors Say It Doesn't Matter

A study reporting toxic flame retardants from electronics in black plastic household products, including kitchen utensils, contained a significant mathematical error. The initial findings suggested exposure levels were near the safety limit, causing public alarm and prompting articles advising people to discard their kitchenware. A correction revealed the actual exposure is far below the safe limit. While the overall conclusion—that flame retardants significantly contaminate plastic products—remains, the study also found contamination is uncommon, affecting only a minority of products.

(arstechnica.com)

Tech flame retardant black plastic math error correction

Stripe Quietly Launches V2 API: REST Improvements and DX Shift

2024-12-29

Stripe quietly released its V2 API in October, featuring a shift from form-encoded request bodies to JSON and the introduction of HATEOAS-style pagination. V2 aims for speed improvements and controlled sub-object loading via an `include` parameter. True idempotency is also attempted for better handling of failed requests. However, improvements are still needed in REST verb usage and resource modeling. The author argues that a great developer experience (DX) now hinges more on high-quality SDKs than a perfect REST API.

(brandur.org)

Development

GPT-5's Shockingly Good Search Capabilities: Meet My Research Goblin

2025-09-08

GPT-5's Shockingly Good Search Capabilities: Meet My Research Goblin

The author discovered OpenAI's GPT-5, combined with Bing's search capabilities, possesses surprisingly powerful search functionalities. It tackles complex tasks, performs in-depth internet searches, and provides answers, earning the nickname "Research Goblin." Multiple examples demonstrate GPT-5's prowess: identifying buildings, investigating Starbucks cake pop availability, finding Cambridge University's official name, and more. GPT-5 even autonomously performs multi-step searches, analyzes results, and suggests follow-up actions, such as generating emails to request information. The author concludes that GPT-5's search capabilities surpass manual searches in efficiency, particularly on mobile devices.

(simonwillison.net)

AI

Atlassian Integrates Opsgenie into Jira Service Management and Compass

2025-03-06

Atlassian Integrates Opsgenie into Jira Service Management and Compass

Atlassian announced the full integration of Opsgenie's capabilities into its platform to better serve customer needs. Opsgenie's alerting and on-call management features will be integrated into both Jira Service Management and Compass. Jira Service Management will become a complete incident management solution, while Compass will offer context-rich alerting and on-call management. Opsgenie will be end-of-sale on June 4th, 2025, and end-of-support on April 5th, 2027. Customers can choose to migrate to either Jira Service Management or Compass, with Atlassian providing personalized migration tools and support.

(www.atlassian.com)

Development

Egg Prices Soar: A Monopoly's Grip on the American Breakfast

2025-03-09

Egg Prices Soar: A Monopoly's Grip on the American Breakfast

Egg prices in the US have skyrocketed by 53%, but the avian flu isn't the whole story. An investigation reveals a shocking level of industry consolidation. Two companies control chicken genetics, and Cal-Maine Foods dominates egg production and distribution. By artificially restricting supply, they've created a shortage driving massive profits. This article exposes the oligopoly's control of the American egg industry and its complex web of influence, highlighting a growing problem of monopolies in the US economy.

(www.thebignewsletter.com)

Tech egg prices

Git-Who: Track Down Code Ownership Like a Boss

2025-03-18

Git-Who: Track Down Code Ownership Like a Boss

Tired of hunting down the authors of specific code sections? Git-Who, a command-line tool, is your solution! Unlike `git blame`, which focuses on individual lines, Git-Who identifies the key contributors to entire code components or subsystems. Using three subcommands—`table`, `tree`, and `hist`—it presents authorship information in tables, tree structures, and timelines, showing contribution counts, last edit times, lines modified, and more. Filter results by path, branch, tag, or revision range, and use flags for sorting and filtering. Git-Who even respects Git mailmaps, consolidating contributions under varying names or emails. Try Git-Who to get a clear picture of code ownership!

(github.com)

Development code authorship

Gentoo Bans AI-Generated Contributions

2025-09-15

The Gentoo Council voted on April 14th to prohibit contributions created using AI natural language processing tools. This policy addresses copyright, quality, and ethical concerns. While AI-related software packages are permitted, directly using AI-generated code is banned due to potential copyright infringement, the risk of low-quality or nonsensical output, and ethical issues surrounding AI model training (e.g., copyright violations, high energy consumption). The policy aims to maintain the quality and integrity of Gentoo projects.

(wiki.gentoo.org)

Development

Blue Origin Delays New Glenn Launch Again

2025-01-14

Blue Origin Delays New Glenn Launch Again

Blue Origin's New Glenn rocket launch, initially scheduled for Tuesday morning, was scrubbed due to ice buildup in a purge line on an auxiliary power unit. A second attempt was planned for early Tuesday, but was ultimately postponed until Thursday morning due to unfavorable weather conditions (70% chance) and a scheduling conflict with another rocket launch.

(arstechnica.com)

Tech rocket launch

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