TLDR Web Dev 2024-02-19

GPT-4 vs Gemini for coding 🧑‍💻, learning about debuggers 🧠, Qwik vs React 🤔

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Articles & Tutorials

JavaScript on Demand: How Qwik Differs From React Hydration (8 minute read)

Qwik, a web framework, offers a unique approach to managing client-side JavaScript, focusing on "resumability" and loading JavaScript on demand. This method contrasts with React's hydration process by aiming to improve performance and efficiency in web applications. Qwik's strategy reduces initial load times and enhances interactivity by only loading the necessary JavaScript code when needed.

Sequential A/B Testing Keeps the World Streaming Netflix Part 1: Continuous Data (10 minute read)

Netflix developed a statistical procedure for A/B testing to detect changes in software performance. The traditional fixed-horizon testing methods are not suitable for this task because they require waiting for a predetermined amount of data before analysis, which can delay the detection of important regressions. The new method, called sequential testing, allows for continuous analysis of data streams and provides guarantees on false positive rates. It has been successfully implemented at Netflix to prevent bugs and performance regressions from reaching production.
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Opinions & Advice

I worry our Copilot is leaving some passengers behind (20 minute read)

GitHub Copilot may have negative consequences for accessibility on the web. Examples of how Copilot can generate code that is inaccessible to users with disabilities include using JavaScript to create a link instead of a native HTML link or not using proper ARIA attributes. Copilot is not very transparent about how it works and there needs to be better quality control for tools like it.

10 Things That Surprised Me About Software Engineering At Amazon (7 minute read)

This author worked as a software engineer at Amazon from 2019 to 2024. Some of the surprising things they found from working there include how supportive most of their team was, how the company could act both big and small, and how easy it was to move between teams. However, on the negative side, they didn’t like working on a team with a lot of technical debt and having a manager who didn't know much about software engineering.

A beginner’s guide to making beautiful slides for your talks (7 minute read)

This article offers tips for creating beautiful slides for tech talks. It emphasizes using good fonts, focusing on powerful editing features like actions and smart objects in Photoshop, and keeping design elements minimal. Slides should have a consistent visual theme and contain visuals. They shouldn’t be overloaded with information.
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Launches & Tools

Observable 2.0 (6 minute read)

Observable 2.0 is a platform focused on building data apps, dashboards, and reports. It comes with Observable Framework, a static site generator that combines the strengths of JavaScript for interactive graphics with any language for data analysis. Framework offers a better user experience with precomputed data for fast loading and beautiful design, a better data architecture with flexible data loaders that run on your servers for security and privacy, and a better developer workflow with files, code review, and offline work.

Magika (GitHub Repo)

Magika is an AI-powered file type detection tool created and open-sourced by Google. It uses an optimized 1MB Keras model that enables precise file identification within milliseconds. Magika is currently used within Google to help improve Google users’ safety by routing Gmail, Drive, and Safe Browsing files to the proper security and content policy scanners.

uv (GitHub Repo)

uv is an extremely fast and efficient Python package installer and resolver designed to replace pip and pip-tools. It boasts 10-100x faster speeds, uses a global cache to save space, and supports a wide range of features like version overrides, conflict tracking, and support for various dependency formats.
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Miscellaneous

I've put a complex codebase into a single 120K-token prompt, and asked 7 questions GPT-4 and Gemini 1.5. Here are the results! (3 minute read)

This article compared LLMs Gemini 1.5 and GPT-4-Turbo-128K on their ability to understand a complex 120K-token codebase. Gemini 1.5 outperformed GPT-4 in almost all aspects, demonstrating a better understanding of the code syntax, memory layout, bug fixes, and removed functions. While neither model achieves true AGI (Artificial General Intelligence), Gemini's ability to navigate large contexts and connect information is impressive.

We’re entering a golden age of engineering biology (15 minute read)

Biology is a complex field that has been difficult to predict and engineer. However, recent advancements in AI, lab automation, and CRISPR are making it possible to build more predictive models of biological systems and to edit DNA with greater precision.

The steep rise of Hackernews in Google rankings (2 minute read)

Hacker News has seen a dramatic rise in Google rankings, likely due to Google's "hidden gem" update prioritizing personal experiences. The site saw a 162% visibility increase in the UK and 75% in the US. This could lead to a potential increase in spam.
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Quick Links

Learning about Debuggers (3 minute read)

A collection of materials to learn more about debuggers, how they work, which technologies are under the hood, and what kind of problems exist in the area.

Apple confirms it’s breaking iPhone web apps in the EU on purpose (3 minute read)

iPhone web apps will soon stop functioning in the EU due to Apple's compliance with the DMA, which requires supporting alternative browser engines. Apple has decided that making dedicated web apps is too risky.

wddbfs – Mount a sqlite database as a filesystem (2 minute read)

wddbfs is a tool that allows users to mount an SQLite database as a filesystem, making it easier to inspect and edit the database using familiar file system tools. It currently supports read-only access and converts tables to various file formats like CSV, TSV, and JSON.
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