A Journey to Optimize Cloudflare D1 Database Queries

2025-04-07
A Journey to Optimize Cloudflare D1 Database Queries

A frontend developer encountered performance bottlenecks while using Cloudflare Workers and the D1 database. By monitoring the D1 dashboard, examining query statements, and analyzing row read/write counts, they identified several key issues: slow single queries, inefficient batch writes, unnecessary row reads due to including IDs in update operations, full table scans from count queries, Cartesian product explosions from multi-table joins, and suboptimal bulk inserts. Solutions involved leveraging D1 batch operations, excluding IDs from updates, implementing cursor-based pagination, splitting multi-table join queries, and optimizing bulk insert statements. These optimizations drastically improved query performance, reducing execution time from 78ms to 14ms in some cases. The experience highlights the importance of continuous monitoring, iterative optimization, and the crucial differences between server-side and client-side performance issues.

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Development database optimization

New Methane-Producing Archaea Species Discovered in the Human Gut

2025-05-02
New Methane-Producing Archaea Species Discovered in the Human Gut

An international team of researchers has identified a new species of methane-producing archaea, *Methanobrevibacter intestini* sp. nov. (strain WWM1085), and a novel variant of *Methanobrevibacter smithii*, named GRAZ-2, residing in the human gut. These archaea exhibit unique metabolic characteristics, with *M. intestini* producing significant amounts of succinic acid, potentially linked to inflammation, and GRAZ-2 producing formic acid, possibly affecting the metabolism of other gut inhabitants. This discovery highlights the complexity of the human gut archaeome and opens avenues for research into its role in health and disease.

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C String Functions: A Quick Overview

2025-04-21
C String Functions: A Quick Overview

This article provides a quick overview of several commonly used C string manipulation functions: `strlen()` gets the length of a string; `strcpy()` copies strings; `strcat()` concatenates strings; `strncat()` safely concatenates a specified number of characters; `strcmp()` compares strings; `strcspn()` finds the first character not in a specified set; `strerror()` gets the error message for an error code; `memchr()` finds a value in a memory block; and `strrev()` (non-standard) reverses a string. Mastering these functions is crucial for efficient C programming.

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Development string functions

Controversial AI Startup Aims for Total Job Automation

2025-04-20
Controversial AI Startup Aims for Total Job Automation

Silicon Valley startup Mechanize, founded by renowned AI researcher Tamay Besiroglu, has sparked controversy with its ambitious goal: the complete automation of all work. This mission, alongside Besiroglu's connection to the respected AI research institute Epoch, has drawn criticism. Mechanize aims to automate all jobs by providing the necessary data, evaluations, and digital environments, resulting in a massive potential market but raising significant concerns about widespread job displacement. While Besiroglu argues that automation will lead to explosive economic growth and higher living standards, he fails to adequately address how people would maintain income without jobs. Despite the extreme ambition, the underlying technical challenge is real, and many large tech companies are pursuing similar research.

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Critical Erlang/OTP SSH Vulnerability Allows Unauthenticated Remote Code Execution

2025-04-17

A critical vulnerability (CVE-2025-32433) has been discovered in the Erlang/OTP SSH server, allowing unauthenticated remote code execution (RCE). Versions prior to OTP-27.3.3, OTP-26.2.5.11, and OTP-25.3.2.20 are affected. Attackers can exploit a flaw in SSH protocol message handling to gain unauthorized access and execute arbitrary commands without credentials. Patches are available; update to OTP-27.3.3, OTP-26.2.5.11, or OTP-25.3.2.20 or later.

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Development

USPS Postal Facts: You Can Mail Potatoes!

2025-04-17
USPS Postal Facts: You Can Mail Potatoes!

The 2024 edition of USPS Postal Facts reveals some surprising facts. Did you know you can mail a potato without a box? Just write the address and return address on it, weigh it, and apply postage. The document also lists USPS trademarks and several non-postal trademarks. Information can be reproduced for informational purposes, but the USPS advises checking for the latest updates.

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LLM 0.26: Large Language Models Get Terminal Tooling

2025-05-27
LLM 0.26: Large Language Models Get Terminal Tooling

LLM 0.26 is out, bringing the biggest feature since the project started: tool support. The LLM CLI and Python library now let you give LLMs from OpenAI, Anthropic, Gemini, and local Ollama models access to any tool representable as a Python function. The article details installing and using tool plugins, running tools via the command line or Python API, and shows examples with OpenAI, Anthropic, Gemini, and even the tiny Qwen-3 model. Beyond built-in tools, custom plugins like simpleeval (for math), quickjs (for JavaScript), and sqlite (for database queries) are showcased. This tool support addresses LLM weaknesses like mathematical calculations, dramatically expanding capabilities and opening up possibilities for powerful AI applications.

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Development Tool Support Plugins

Drawing the Sierpinski Triangle with Bitwise Operations: A Stunning Bit Twiddling Hack

2025-05-10
Drawing the Sierpinski Triangle with Bitwise Operations: A Stunning Bit Twiddling Hack

This article unveils a stunning bit manipulation trick: generating the famous Sierpinski triangle fractal using only a simple bitwise AND operation (&). The author meticulously breaks down the bitwise operation, revealing the underlying mathematical principles. It shows how the inherent fractal nature of binary counting and iterative block removal, achieved through bitwise manipulation, generates the classic Sierpinski triangle. This technique cleverly leverages the binary operation capabilities of computers, simplifying the seemingly complex process of generating graphics into concise code, resulting in an astonishingly elegant solution.

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Development

Hubble at 35: Three and a Half Decades of Cosmic Wonders

2025-04-24
Hubble at 35: Three and a Half Decades of Cosmic Wonders

The NASA/ESA Hubble Space Telescope celebrates 35 years in orbit! This iconic telescope has revolutionized our understanding of the universe, providing breathtaking images and groundbreaking discoveries. From Martian ice caps to distant galaxies, Hubble's observations have unveiled countless details, expanding our cosmic knowledge dramatically. Five servicing missions extended its lifespan, resulting in nearly 1.7 million observations of approximately 55,000 astronomical targets and over 22,000 published papers. Hubble's achievements include precisely measuring the universe's expansion, finding supermassive black holes are common, measuring exoplanet atmospheres, and contributing to the discovery of dark energy. More than a scientific instrument, Hubble has become 'the people's telescope,' inspiring millions worldwide with its stunning visuals and the pursuit of cosmic understanding.

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Tech

DIY 360° LiDAR Scanner on a Raspberry Pi

2025-04-19
DIY 360° LiDAR Scanner on a Raspberry Pi

This project details the creation of PiLiDAR, a DIY 360° LiDAR scanner built on a Raspberry Pi 4. Using an LDRobot LD06/LD19/STL27L LiDAR, a Raspberry Pi HQ camera, and a stepper motor, this project leverages custom serial drivers, hardware PWM calibration, and image stitching techniques to achieve 360° panoramic scanning and 3D scene reconstruction. The project also covers GPIO configuration, I2C communication, software installation, and provides detailed steps and code examples. The resulting 3D point cloud data can be visualized and exported using Open3D.

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Hardware LiDAR 3D Scanning

Graph Transformers: The Next Generation of Graph Models

2025-04-22
Graph Transformers: The Next Generation of Graph Models

Graphs are ubiquitous, but leveraging their complex, long-range relationships has been a challenge for machine learning. Graph Neural Networks (GNNs) excel at capturing local patterns but struggle with global relationships. Enter Graph Transformers, which leverage powerful self-attention mechanisms, enabling each node to directly attend to information from anywhere in the graph, thus capturing richer relationships and subtle patterns. Compared to GNNs, Graph Transformers offer advantages in handling long-range dependencies, mitigating over-smoothing and over-squashing, and more effectively processing heterogeneous data. While Graph Transformers have higher computational complexity, techniques like sparse attention mechanisms and subgraph sampling enable efficient processing of large graph datasets.

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Ruby 3.4: Gradual Transition to Frozen String Literals

2025-07-09
Ruby 3.4: Gradual Transition to Frozen String Literals

Ruby 3.4 initiates a multi-version transition towards frozen string literals by default. Currently, Ruby 3.4 offers opt-in warnings when deprecation warnings are enabled, ensuring backward compatibility. Warnings will be enabled by default in Ruby 3.7, with frozen string literals becoming the default in Ruby 4.0. This change promises performance gains through string deduplication, reducing garbage collection and memory usage. The article details how to enable warnings, fix issues, and migrate existing code, advocating a phased upgrade approach.

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Development Strings

Bacteria Used Oxygen Long Before Photosynthesis, Study Finds

2025-04-19
Bacteria Used Oxygen Long Before Photosynthesis, Study Finds

A new study published in Science uses molecular clock analysis and geochemical data to reconstruct a detailed timeline of bacterial evolution and oxygen adaptation. The research reveals that some bacteria could utilize trace amounts of oxygen long before the Great Oxidation Event (GOE), approximately 2.3 billion years ago, and even before the evolution of oxygenic photosynthesis. This challenges our understanding of early life evolution and highlights the crucial role oxygen played in shaping bacterial evolution.

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Cursor AI's Support Bot Hallucinates Non-Existent Policy

2025-04-21
Cursor AI's Support Bot Hallucinates Non-Existent Policy

Cursor AI's AI support bot mistakenly informed users of a non-existent policy prohibiting logins from multiple devices. This caused user frustration, leading Cursor co-founder Michael Truell to apologize on Reddit. He admitted the response was a hallucination from their AI support bot. The issue stemmed from a recent update aimed at improving session security, causing some users' sessions to be invalidated. The problem is now fixed, and all AI-generated support replies are clearly labeled. This incident highlights the risk of AI model hallucinations and the importance of thorough testing when using AI for customer support.

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Hollywood Stars Unite Against AI Copyright Grab

2025-03-18
Hollywood Stars Unite Against AI Copyright Grab

Over 400 Hollywood creative leaders signed an open letter to the Trump administration, protesting AI companies' use of copyrighted material without permission for AI training. They argue this undermines the economic and cultural strength of America's creative industries. The letter, signed by A-list stars like Ben Stiller, Mark Ruffalo, and Cate Blanchett, calls for upholding existing copyright laws and has sparked widespread industry debate.

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Tech

Meta and Yandex Accused of Covertly Tracking Android Users' Browsing Data

2025-06-04
Meta and Yandex Accused of Covertly Tracking Android Users' Browsing Data

Researchers from Radboud University and IMDEA Networks have revealed that Meta and Yandex apps are secretly tracking Android users' browsing activity in the background, even in incognito mode. This covert data collection, bypassing Android's security measures, allows them to access websites visited and app usage, raising serious privacy concerns. Meta stated it's investigating and has paused the feature, while Yandex denies collecting sensitive data. Google confirmed the activity, stating Meta and Yandex misused Android capabilities, violating their security and privacy principles. The incident highlights ethical concerns surrounding data collection by large tech companies.

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Tech

Escaping the Valley: A B2B SaaS Path Less Traveled (and More Founder-Friendly)

2025-04-07
Escaping the Valley: A B2B SaaS Path Less Traveled (and More Founder-Friendly)

Matt, a founder who successfully sold his company Vizzly to WPP, shares his unconventional approach to building a B2B SaaS business. He argues against the typical VC-backed path of massive funding or complete bootstrapping, advocating for a 'middle path'—raising less than $1M, retaining most equity, avoiding board seats, and focusing on profitability and asset value. This approach, while unpopular with VCs due to their high-return expectations, offers founders more control and a balanced return, mitigating the risk of significant losses in liquidation events. The author encourages entrepreneurs to choose a funding strategy aligned with their values and goals, not just VC approval.

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Cheap Batteries: X-ray CT Scan Reveals Shocking Defects

2025-09-25
Cheap Batteries: X-ray CT Scan Reveals Shocking Defects

Lumafield used X-ray CT scanning to analyze over 1,000 lithium-ion batteries, revealing dangerous manufacturing defects in low-cost and counterfeit batteries sold on platforms like Amazon and Temu. A defect called 'negative anode overhang' significantly increases the risk of fire and short circuits. While name-brand batteries from Samsung and Panasonic showed no issues, low-cost batteries had an 8% defect rate, with some counterfeit brands exceeding 15%. This highlights the risks of prioritizing price over safety when purchasing batteries for devices.

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Tech CT scan

Nigerian Village Lights Up Thanks to Solar Mini-Grid

2025-03-15
Nigerian Village Lights Up Thanks to Solar Mini-Grid

Two remote Nigerian villages, Mbiabet Esieyere and Mbiabet Udouba, previously reliant on kerosene lamps and expensive generators, now enjoy reliable, affordable electricity thanks to a solar mini-grid installed by Prado Power in 2022. The project, initially met with skepticism, has transformed lives and boosted local businesses. A barbershop owner's monthly electricity costs dropped dramatically, and a cassava farmer's weekly income increased fivefold. This success story highlights the potential of mini-grids to address Africa's energy access challenge and underscores the importance of supportive policies, community engagement, and external funding in driving renewable energy adoption.

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Tech mini-grid

South Korea Grapples with AI Deepfake Revenge Porn Crisis

2025-04-27
South Korea Grapples with AI Deepfake Revenge Porn Crisis

South Korea is facing a surge in AI-generated revenge porn, with victims ranging from students and teachers to ordinary citizens. Deepfake technology allows perpetrators to create realistic nude images using victims' photos from social media, spreading them on platforms like Telegram. While new laws increase penalties, enforcement struggles, leaving many victims to investigate themselves. The stories of Ruma and Kim highlight the devastating impact and the urgent need for stronger law enforcement and platform accountability. The low arrest rate despite increased penalties underscores the challenges in combating this sophisticated form of online abuse.

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Game Devs Boycott GDC Over US Political Climate

2025-03-16
Game Devs Boycott GDC Over US Political Climate

A Swedish game developer is boycotting events like GDC in the US due to concerns about the increasingly extreme political climate, particularly the crackdown on LGBTQ+ rights. She cites feeling unsafe and scared in the US as an LGBTQ+ person. Other developers share similar concerns, viewing the US as no longer a safe place to conduct business and calling for the game industry to become more globally minded, moving beyond a North American-centric approach. While GDC organizers report business as usual, the boycott reflects the impact of the US political environment on the international gaming industry.

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Game

WWII's Unsung Heroes: How Academics Won the War

2025-01-19
WWII's Unsung Heroes: How Academics Won the War

Elyse Graham's *Book and Dagger* reveals the surprising story of how scholars and librarians became pivotal spies during WWII. These 'scholar-spies,' working primarily for the OSS, didn't engage in traditional espionage. Instead, their expertise in information gathering, organization, and analysis provided crucial intelligence advantages. By meticulously sifting through seemingly mundane sources – newspapers, maps, phone books – they uncovered vital information that shifted the tide of the war. The book highlights how their contributions redefined intelligence gathering, influencing the CIA and other agencies for decades to come.

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ClickHouse Embraces Rust: A Challenging Integration Journey

2025-04-09
ClickHouse Embraces Rust: A Challenging Integration Journey

ClickHouse, originally written in C++, embarked on a journey to integrate Rust to attract more developers and expand its capabilities. The article details this process, from initially choosing the BLAKE3 hash function as a pilot project, to integrating the PRQL query language and the Delta Lake library. The journey encountered numerous challenges, including build system integration, memory management, error handling, and cross-compilation issues. Despite problems like bugs in Rust libraries, excessively large symbol names, and interoperability issues with C++ code, the ClickHouse team overcame these obstacles, successfully integrating Rust into the project and paving the way for future development.

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Development

Ugly Gerry: A Font Fighting Gerrymandering

2025-05-30
Ugly Gerry: A Font Fighting Gerrymandering

Ugly Gerry is a typeface whose letters are shaped like US congressional districts, a protest against gerrymandering. Created by Ben Doessel and James Lee for RepresentUs, the font's intentionally grotesque design aims to highlight the unfairness of manipulated district lines. While dubbed "the world's most revolting font," its provocative design earned it a 2020 ADC Award for typography, successfully bringing attention to a crucial political issue.

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High-Res Digitization Opens Up Newberry's Rare Map Collection

2025-05-05
High-Res Digitization Opens Up Newberry's Rare Map Collection

The Newberry Library and The Digital Archive Group have partnered to digitize the Novacco map collection, overcoming challenges posed by the maps' oversized format. Using specialized cameras and lenses, they created high-definition images allowing researchers worldwide to study these maps in unprecedented detail. This project significantly expands the library's digital collection, making these renowned archival documents accessible to a global audience and contributing to the Newberry's broader goal of increasing collection accessibility. High-resolution images are freely available for public reuse.

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Microsoft's NLWeb: A Decentralized Approach to AI-Powered Web Interactions?

2025-05-19
Microsoft's NLWeb: A Decentralized Approach to AI-Powered Web Interactions?

Ramanathan V. Guha, a Microsoft technical fellow, introduces NLWeb, an open protocol aiming to revolutionize web interaction through natural language. Unlike existing solutions reliant on large language models like ChatGPT, NLWeb empowers website and app developers to easily integrate custom, data-driven conversational AI features. With minimal coding, developers can create efficient, personalized chatbots that remember user preferences (e.g., dietary restrictions on a food website). Guha argues NLWeb is cost-effective and holds immense potential, but its success hinges on industry adoption and avoiding the web's historical trend towards centralization. The protocol's future depends on whether companies like Meta and Google will support it, as well as the potential for truly agentic AI functionality.

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UK to Ban Tech Used in Car Thefts: Signal Jammers Criminalized

2025-02-27
UK to Ban Tech Used in Car Thefts: Signal Jammers Criminalized

New laws in England and Wales will ban sophisticated electronic devices used by criminals to steal cars. Over 700,000 vehicles were broken into last year, often using high-tech gadgets like signal jammers, implicated in about 40% of vehicle thefts nationwide. Previously, police needed to prove a device's use in a specific crime for prosecution; the new Crime and Policing Bill shifts the burden to the possessor to prove legitimate use. Making or selling jammers could result in five years in prison or an unlimited fine. This addresses the rise in car thefts, especially those exploiting keyless entry systems.

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Go 1.25 Removes Core Types, Simplifying the Language Spec

2025-03-26

Go 1.18 introduced generics, and with it, the concept of "core types" to simplify handling generic operands. However, this added complexity to the language specification and limited the flexibility of certain operations. Go 1.25 removes core types, replacing them with clearer and more concise rules, thereby simplifying the language specification and opening the door for future language improvements, such as more powerful slice operations and improved type inference. This change does not affect the behavior of existing Go programs.

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(go.dev)

Quantum Algorithms: Unraveling the Hidden Subgroup Problem

2025-06-01

This article delves into the core problem of quantum computing—the Hidden Subgroup Problem (HSP). HSP generalizes Shor's and Simon's algorithms, offering efficient solutions to classically hard problems. The article details the HSP definition, solution methods (the standard method), and illustrates with Simon's problem and the discrete logarithm problem. Finally, it introduces the Quantum Fourier Transform (QFT) and its crucial role in solving HSP.

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Formalizing Machine Knitting: Towards Optimizing Compilers via Category Theory

2025-04-22

This blog post explores the surprising connection between machine knitting and theoretical computer science. The author tackles the problem of defining rigorous semantics for machine knitting programs, highlighting the challenge of strand crossings and their impact on program commutativity. By leveraging algebraic topology and the theory of braided monoidal categories, a polynomial-time algorithm for program canonicalization is developed. This enables compiler optimization and opens doors for more sophisticated analysis and design of machine knitting languages. The work bridges programming languages, topology, category theory, and even hints at connections to quantum computing.

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