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Science Confirms: Libraries Make Life Better

2025-01-29

Science Confirms: Libraries Make Life Better

A New York Public Library study reveals the positive impact of libraries on people's well-being and community development, especially in lower-income areas. Over 90% of respondents reported that using the library enhanced their love of learning, personal growth, and ability to cope with life's challenges. Libraries offer more than just books; they provide calm spaces, a sense of community, and an optimistic outlook, serving as an antidote to negativity.

(lithub.com)

Misc libraries well-being community development

Tirreno: Open-Source Security User Analytics for Enhanced Platform Protection

2025-01-01

Tirreno: Open-Source Security User Analytics for Enhanced Platform Protection

Tirreno is open-source user analytics software designed to monitor various online platforms, including websites, applications, SaaS, communities, and IoT devices. It detects and defends against account takeovers, malicious bots, and common vulnerabilities stemming from user behavior. Built with PHP and PostgreSQL, Tirreno is easy to install and use, providing real-time analytics. A paid subscription enhances its anti-fraud capabilities by offering additional verification of IP addresses, emails, and phone numbers. Developed by Tirreno Technologies Sàrl, Tirreno prioritizes privacy and data security; its code is open-source, but the trademark is not.

(github.com)

Development user analytics

Troubled Accounting Startup Bench Acquired After Sudden Shutdown

2024-12-30

Troubled Accounting Startup Bench Acquired After Sudden Shutdown

Bench, the VC-backed accounting startup that abruptly shut down last week, locking thousands of customers out of their accounts, has been acquired by Employer.com for an undisclosed price. Employer.com, a San Francisco-based HR tech company focusing on payroll and onboarding, will revive Bench's platform. Customers will be able to transfer their data or continue service under the new ownership. The previous recommendation for customers to file for a six-month extension with the IRS is no longer necessary if they choose to stay with the service.

(techcrunch.com)

Startup startup acquisition accounting HR tech

Firefox 138: A Revamped Address Bar for Seamless Browsing

2025-05-24

Firefox 138: A Revamped Address Bar for Seamless Browsing

Firefox 138 boasts a significantly upgraded address bar designed for enhanced speed and ease of use. Users can now easily switch between search engines, maintain visibility of their search queries, and utilize keywords like @bookmarks, @tabs, and @history for quick access to bookmarks, tabs, and history. Directly executing commands like 'clear history' is now possible from the address bar. Simplified URLs and clearer security indicators improve clarity. This update focuses on user experience and productivity, making Firefox a more powerful and intuitive browser.

(blog.mozilla.org)

Development Address Bar Browser Update

Google Found Guilty of Antitrust Violations Again: Ad Tech Empire Under Siege

2025-04-17

Google Found Guilty of Antitrust Violations Again: Ad Tech Empire Under Siege

A federal judge has ruled that Google illegally exploited its online marketing technology to boost profits, marking the second antitrust violation against the tech giant in less than a year. The ruling centers on Google's dominant position in ad tech, accusing the company of manipulating prices and harming competition. While Google plans to appeal, the decision could force the sale of parts of its advertising technology, significantly impacting its massive advertising empire. This case highlights the complexities of Google's advertising ecosystem built over a decade of acquisitions, with repercussions felt throughout the online advertising industry.

(apnews.com)

Tech Ad Tech

FOKS: Secure Data Access via Simple Key Hierarchy

2025-07-11

FOKS secures data access using a simple key hierarchy. Base-level keys include user device keys, backup keys, and YubiKeys. Each user has multiple per-user keys (PUKs) whose seed secrets are encrypted with all available base-level keys. Removing a base-level key rotates PUKs. Team keys (PTKs) function similarly, shared among team members (users or sub-teams) and encrypted with member keys. This hierarchy ensures only authorized devices, teams, and users can access data.

(foks.pub)

Development key management

EdgeBit: One-Shot AI Agents for Efficient Dependency Autofix

2025-04-18

EdgeBit is a security platform helping application engineering teams find and fix security vulnerabilities. Its Dependency Autofix feature uses a highly accurate reachability engine to identify impactful app changes, allowing engineers to focus on meaningful upgrades and spend more time on core tasks. This post details how EdgeBit leverages focused tools, smart error handling, and the persistence of an AI agent to achieve massive efficiency gains, backed by data. EdgeBit's one-shot AI agent automates complex tasks without human intervention, achieving high confidence through static analysis, dependency update calculation and execution, and a consistent, correct agent workflow. Unlike pipeline-based approaches, this agent offers flexibility in inputs and outputs while maintaining determinism. The post explains how EdgeBit uses hard/soft failure mechanisms and persistence strategies to prevent AI agent loops, ultimately enabling efficient dependency updates and code maintenance.

(edgebit.io)

Development

Kraken Foils North Korean Hacker's Job Application Infiltration Attempt

2025-05-01

Kraken Foils North Korean Hacker's Job Application Infiltration Attempt

Cryptocurrency exchange Kraken thwarted a North Korean hacker's attempt to infiltrate the company by applying for an engineering position. The hacker exhibited several red flags during the interview process, including using a false name, switching voices, and an email address linked to a known hacking group. Kraken's security team used open-source intelligence and multiple rounds of technical tests to ultimately expose the hacker's true identity. The incident highlights the importance of enhanced security measures for companies, particularly vigilance against hackers disguised as job applicants.

(blog.kraken.com)

Tech hiring security

The Mundane Magic of Tech: Embracing the Grind

2025-02-09

The Mundane Magic of Tech: Embracing the Grind

This article uses a card trick as a metaphor for success in the tech industry: embracing tedious work. A magician spends countless hours preparing dozens of tea boxes, placing a specific card in each tea bag, to perform a seemingly impossible feat. This mirrors seemingly intractable problems in tech. The author recounts personally tackling two thousand untagged bug reports, turning around a stalled project. Spending weeks meticulously organizing, categorizing, and prioritizing these reports enabled the team to efficiently resolve issues. The article emphasizes that sometimes seemingly impossible tasks yield magical results simply by being willing to do the boring, repetitive work.

(jacobian.org)

Development repetitive work problem solving

Is Dark Energy Weakening? 2087 'Vampire' Stars Offer New Clues

2025-07-25

Is Dark Energy Weakening? 2087 'Vampire' Stars Offer New Clues

A study using 2,087 Type Ia supernovae ('vampire' stars) provides new evidence that dark energy, the mysterious force accelerating the universe's expansion, is weakening. This contradicts the standard cosmological model, which predicts dark energy should remain constant. Using a supernova dataset called Union3, the study corroborates, through two independent lines of investigation, that dark energy may be weakening over time, which would have implications for the ultimate fate of the universe. Future data from the Vera C. Rubin Observatory will further test this finding.

(www.space.com)

Tech

wtfis: A Powerful Open-Source Domain/IP Information Gathering Tool

2025-05-12

wtfis: A Powerful Open-Source Domain/IP Information Gathering Tool

wtfis is a command-line tool that gathers information about a domain, FQDN, or IP address using various OSINT services. Designed for ease of use, it presents results in a human-readable format and minimizes API calls to avoid exceeding quotas. It integrates multiple sources like VirusTotal, IP2Whois, Shodan, Greynoise, URLhaus, and AbuseIPDB, providing rich information such as reputation scores, popularity rankings, categories, resolutions, Whois data, open ports, and malware URL associations. Users can configure API keys for advanced features and customize arguments, with Docker deployment also supported.

(github.com)

Tech Information Gathering

Lessons from an 1834 Landscape Gardening Guide: Designing Engaging Experiences

2025-06-11

This article explores principles from Hermann von Pückler-Muskau's 1834 landscape gardening guide, "Hints on Landscape Gardening," and applies them to modern software development and game design. Three key takeaways are highlighted: 1. Subtly guide pathways, making curves feel natural and purposeful; 2. Strategically conceal key features to build anticipation and surprise; and 3. Prioritize emulation over simulation, striving for realism and a harmonious design. These principles transcend landscape architecture, offering valuable insights for crafting immersive digital experiences, such as game maps or user interfaces.

(fi-le.net)

Design landscape design

TSMC Bets on MicroLED Optical Interconnects for AI Data Centers

2025-05-26

TSMC Bets on MicroLED Optical Interconnects for AI Data Centers

In the race to build all-optical AI data centers, TSMC is partnering with Avicena to leverage microLED-based interconnects. This innovative approach replaces traditional copper wires with a cost-effective, energy-efficient optical solution to address the exploding bandwidth demands of AI clusters. Avicena's LightBundle platform uses hundreds of blue microLEDs and imaging fibers, bypassing the complexity and high power consumption of laser-based solutions. By utilizing mature LED, camera, and display technologies, this approach promises higher reliability and scalability, potentially overcoming the bottlenecks in AI data center optical interconnects and enabling faster, lower-latency data transfer for demanding applications like large language models.

(spectrum.ieee.org)

Tech optical interconnect AI data center

Senior Engineers Share Their LLM Workflow Hacks

2025-05-24

Senior Engineers Share Their LLM Workflow Hacks

This article compiles insights from senior engineers on practically using Large Language Models (LLMs) in their daily work. Rejecting hype, it focuses on real-world applications. Key takeaways include the "second opinion" and "throwaway debugging scripts" techniques, the importance of prompt documentation, and the need to view LLMs as helpful tools rather than magic bullets. These experienced engineers offer valuable lessons for developers looking to integrate LLMs efficiently into their workflow.

(pmbanugo.me)

Development

EA Cuts Hundreds of Jobs, Cancels Titanfall Game

2025-04-30

EA Cuts Hundreds of Jobs, Cancels Titanfall Game

Electronic Arts (EA) is laying off 300 to 400 employees, including about 100 at its Respawn Entertainment subsidiary, and canceling a new Titanfall game codenamed R7. The cuts are part of a strategic realignment to improve resource allocation and drive future growth. R7, an extraction shooter set in the Titanfall universe, was in early development. This follows EA's earlier reduction of its fiscal year bookings estimate after the underperformance of EA Sports FC 25 and layoffs at BioWare after the disappointing sales of Dragon Age: The Veilguard.

(finance.yahoo.com)

Game

Google Drops Pixel Hardware Repos from Android 16: AOSP's Future Uncertain?

2025-06-12

Google Drops Pixel Hardware Repos from Android 16: AOSP's Future Uncertain?

Google's release of Android 16 omitted the Pixel hardware repositories and device trees crucial for custom ROM developers, sparking speculation about AOSP's future. While Google denies discontinuation, the change appears deliberate. The absence of these repos significantly hinders custom ROM updates and may impact security research. Google assures continued AOSP commitment but shifts towards a hardware-independent reference target, suggesting an end to Pixel device tree releases. Custom ROM users face a more challenging path ahead.

(9to5google.com)

Development

Python: The Documentary – Now Streaming!

2025-08-29

CultRepo's documentary, "Python: The Documentary," is now available on YouTube! This 90-minute film chronicles the incredible journey of Python, from a side project in 1990s Amsterdam to powering AI, data science, and some of the world's largest companies. Featuring interviews with Guido van Rossum, Travis Oliphant, Barry Warsaw, and many more, the documentary explores Python's rise, its community-driven evolution, internal conflicts, and its profound impact on the world. A preview was shown at EuroPython.

(lwn.net)

Development

Samuel Pepys' Diary: A Timeless Bestseller

2025-06-11

Samuel Pepys' diary was first published in June 1825 and became an instant success. Newspapers featured reviews quoting memorable passages, such as his descriptions of the Great Fire of London, his new wig, and his first cup of tea. Subsequent editions followed, and by the end of the 19th century, it was celebrated as a classic of British history and literature. Today, Pepys is a star of museum exhibits and historical novels, and excerpts from his diary are used to introduce students to the Restoration period and even to history itself; six-year-olds in England, following the National Curriculum, can recount how Pepys buried his expensive cheese to save it from the fire.

(www.historytoday.com)

Misc Samuel Pepys

Microsoft's Secret AI Salary Guide: $2M+ Packages for Top Talent

2025-08-01

Microsoft's Secret AI Salary Guide: $2M+ Packages for Top Talent

Leaked Microsoft internal documents reveal the tech giant's compensation strategy for attracting top AI talent. Level 70 engineers, the highest level, can earn up to $408,000 annually, plus a $1.9 million signing bonus and substantial stock options. The documents detail a tiered system, with salaries and bonuses increasing significantly with seniority. This reflects the fierce competition among big tech companies for AI experts, showcasing Microsoft's willingness to pay top dollar for the best.

(www.businessinsider.com)

Tech Salaries

A* Pathfinding Explained: From Breadth-First Search to Greedy Best-First Search

2025-06-18

A* Pathfinding Explained: From Breadth-First Search to Greedy Best-First Search

This article provides a clear explanation of the A* pathfinding algorithm. Starting with the simple Breadth-First Search (BFS), it progressively introduces Dijkstra's algorithm (handling varying movement costs), Greedy Best-First Search, and finally, the A* algorithm. Through diagrams and code examples, the article clearly shows the operation and advantages and disadvantages of different algorithms, discussing their applicability in different scenarios such as map pathfinding and game AI. A*, by incorporating a heuristic function, finds the shortest path while improving search efficiency, making it a popular pathfinding algorithm in many games.

(www.redblobgames.com)

Development pathfinding graph search

The 1300-Year-Old Mystery: Ise Grand Shrine's Cyclical Rebirth

2025-09-23

The 1300-Year-Old Mystery: Ise Grand Shrine's Cyclical Rebirth

For 1300 years, Japan's most revered Shinto shrine, Ise Grand Shrine, has been completely rebuilt every two decades. This isn't mere renovation; it's a $390 million, nine-year project involving the nation's finest artisans. Ancient rituals, generations of inherited skills, and reverence for the deity intertwine in this cyclical process. From prayerful tree-felling to the final consecration, each step is imbued with solemnity and mystery, reflecting a unique Japanese understanding of the cycle of life and harmony with nature.

(apnews.com)

Misc Ise Grand Shrine Shinto Shrine Reconstruction

Haskell APL Interpreter: A Challenging Journey

2025-06-05

This project details the creation of an APL interpreter in Haskell. APL's array-based nature and highly concise syntax presented significant challenges. The author iteratively refined the interpreter, starting with a basic parser and evolving to a sophisticated implementation leveraging Haskell's capabilities and refining parsing techniques, from context-free grammars to optimized uses of monads and applicatives. While the final interpreter has minor discrepancies compared to Dyalog APL, it functions effectively. The project highlights Haskell's power in handling complex grammars and higher-order functions, while also revealing the steep learning curve and debugging complexities inherent to the language.

(scharenbroch.dev)

Development

MiMo-7B: 7B Parameter Reasoning LLM Outperforms 32B Models

2025-04-30

MiMo-7B: 7B Parameter Reasoning LLM Outperforms 32B Models

Xiaomi introduces MiMo-7B, a 7-billion parameter language model designed for reasoning. Through optimized pre-training data and strategies, along with innovative reinforcement learning techniques, MiMo-7B demonstrates exceptional performance on math and code reasoning tasks, surpassing even larger 32B parameter models. The open-sourced model includes checkpoints for the base model, SFT model, and RL-trained models, offering valuable resources for developing powerful reasoning LLMs.

(github.com)

AI reasoning capabilities

The Misunderstood 'Vibe Coding': A Missed Opportunity

2025-05-01

The Misunderstood 'Vibe Coding': A Missed Opportunity

Two publishers and three authors have fundamentally misinterpreted the meaning of 'vibe coding,' confusing it with AI-assisted programming. The author argues that true vibe coding, as defined by Andrej Karpathy, involves using AI to generate code without focusing on the code's specifics; it's a low-code approach for non-programmers. The author expresses disappointment that the publishers and authors didn't fully grasp Karpathy's definition, missing a huge opportunity to create a valuable book on empowering non-programmers to build custom software using AI without learning traditional coding.

(simonwillison.net)

AI

Clojure Code Snippet: Creating a Movie Genre Index

2025-07-10

This Clojure code snippet elegantly creates a movie genre index. Starting with a map containing movie information (title, genres, and Rotten Tomatoes score), it uses the `reduce` and `zipmap` functions to categorize movies by genre, ultimately producing a map where keys are genres and values are lists of movies belonging to that genre. This index facilitates looking up movies by genre and sorting them by rating. For example, it easily allows finding all thriller movies and sorting them by their Rotten Tomatoes score. The code is concise and efficient, showcasing the elegance of functional programming.

(jank-lang.org)

Development

CodeSandbox: Cloning Dev Environments in Under 2 Seconds

2025-04-11

CodeSandbox: Cloning Dev Environments in Under 2 Seconds

CodeSandbox achieves the remarkable feat of cloning development environments in under two seconds using Firecracker microVMs and memory snapshots. The article details how they leverage Firecracker's speed for VM instantiation, and memory snapshotting combined with copy-on-write (CoW) to drastically reduce snapshot creation and cloning times. This innovation not only improves the CodeSandbox user experience but also offers new approaches for cloud IDEs and microservice deployments.

(codesandbox.io)

Development microVM memory snapshot copy-on-write

Reddit's $21B Valuation: From Idealism to Hard Work

2025-05-06

Reddit's $21B Valuation: From Idealism to Hard Work

Reddit co-founder and CEO Steve Huffman recounts Reddit's journey to a near $21 billion valuation on a recent podcast. He highlights a two-decade long process involving a leadership shift and a crucial change in employee work ethic. Huffman admits Reddit's early idealism hindered its business operations, leading to low productivity. Returning as CEO in 2015, he emphasized the importance of hard work, shifting the company from idealism to a more pragmatic business approach. Reddit now boasts a $21 billion valuation, with Q1 revenue surging 61% year-over-year to $392.4 million. Its success stems from its unique community and its use as a search engine complement, navigating challenges posed by Google algorithm changes.

(www.businessinsider.com)

Startup Business Success

Passing of MacPaint Creator Bill Atkinson

2025-06-07

Passing of MacPaint Creator Bill Atkinson

Bill Atkinson, a key member of the early Apple team and creator of MacPaint and HyperCard, passed away on June 5th, 2025, at the age of 73 due to pancreatic cancer. Atkinson was not only a legendary figure in Apple's history but also a significant contributor to computer history. His work on QuickDraw, MacPaint (the ancestor of modern bitmap image editors), and HyperCard profoundly impacted the computing industry. Atkinson's genius lay in his ability to create efficient and elegant code and algorithms even under the extremely limited hardware conditions of his time. His passing is a great loss to the tech world, but his legacy will continue to inspire future developers.

(daringfireball.net)

Tech

Running LLMs Locally: Privacy, Cost, and Experimentation

2025-03-11

Running LLMs Locally: Privacy, Cost, and Experimentation

This article explores the advantages and methods of running large language models (LLMs) locally. While acknowledging that local LLMs won't match cloud services in performance, the author highlights their benefits for privacy, cost control, and experimental development. Three tools are presented: Ollama (user-friendly, extensive model library), Llama.cpp (cross-platform, powerful), and Llamafiles (single executable, easy sharing). The article also covers crucial aspects like model selection, parameters, quantization, and model capabilities, while cautioning about model file sizes and security. Ultimately, running LLMs locally offers developers a flexible and controllable approach to AI development.

(spin.atomicobject.com)

Development local LLMs model selection

From Bash to Go: A Practical Guide to Building CLI Tools

2025-09-10

From Bash to Go: A Practical Guide to Building CLI Tools

This article is the second part of a series introducing Bash programmers to Go, focusing on building command-line tools. Starting with a simple "hello world" example, it progressively covers writing tests, handling input/output, using the io.Writer interface, avoiding global variable pitfalls, and leveraging option patterns and the `flag` package to handle command-line arguments and flags. The article culminates in a more practical CLI tool: counting duplicate lines in input text.

(github.com)

Development

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