This pitch outlines a vision for improved WebAssembly support in Swift, focusing on improving the standard library, cross-compilation, the Component Model, interoperability, debugging, and concurrency.
Chasing the latest JavaScript frameworks is a waste of time because it prioritizes relearning syntax and superficial differences over building actual apps and developing fundamental skills.
Parallelization is an optimization method that uses multiple CPU cores for simultaneous calculations. Modern multicore CPUs and advancements in languages like Rust have made parallel programming much more accessible and reliable. For example, Rust's Send and Sync traits allow for safe data sharing between threads, preventing common multi-threading errors.
Anchor links often have an issue of not scrolling to the correct section on a site, especially for headings near the bottom of the page. This article goes over solutions, starting with simple fixes like adding extra padding or shifting the trigger line. The final solution fixes anchor link positioning by minimizing the mean squared error (MSE) while still keeping relative section spacing.
It's a challenge to visualize traces with millions of spans in a browser without performance issues. However, Signoz was able to do so by using virtualization to only render spans within the user's viewport, optimizing database queries for fast data retrieval, and flattening the hierarchical trace data using a pre-order traversal for efficient pagination. It also added smart windowing, dynamically adjusting the data based on user interactions to provide a smoother debugging experience by only loading relevant spans.
The main goal of DevOps was to allow devs to manage their code through production, but formalizing this into "DevOps teams" backfired. This shift isolated DevOps engineers from product teams, recreating the operational silos that DevOps sought to eliminate.
2025.04.04·
rethinkingsoftware.substack.com·5 min read·TLDR Web Dev
Senior devs are the best positioned to take advantage of AI coding tools. AI coding agents are like knowledgeable junior developers who still need strategic guidance. Successful AI collaboration means having well-structured requirements, tool-based guard rails, and file-based keyframing.
GitMCP provides instant AI context for GitHub repositories by creating a Model Context Protocol (MCP) server that AI assistants can use to understand code and documentation. Use it quickly by replacing "github.com" or "github.io" in the URL with "gitmcp.io".
Headlamp is an easy-to-use and extensible Kubernetes web UI. It provides a vendor-independent, multi-cluster Kubernetes interface with features like resource management, logs, interactive actions, and role-based access control.
"Source Code," a memoir by Bill Gates, reflects on his childhood, the early days of Microsoft, and the influences that shaped his life. He credits a lot of his success with Microsoft to good teachers early on, along with having early experiences with computers and programming. Now, he's focused mostly on philanthropy to combat diseases, address climate change, and improve education.
Video game cheats have evolved from colorbots to AI-powered aim assist. Colorbots read enemy positions from the screen based on color, but AI has surpassed this methodology. Newer AI cheats analyze screen captures to identify enemies and operate on a separate PC to evade anti-cheat detection, making them difficult to detect even while spectating.
This document predicts the creation of capable AI agents that result in a superhuman AI researcher over time. It predicts increasing competition between the US and China, with stolen AI models and geopolitical tensions rising. There are also concerns about AI misalignment, job displacement, and national security, which may lead to increased government oversight and public backlash.
Documenso switched from Next.js to React Router and Vite due to growing pains with Next.js's newer features, which included debugging and build issues, along with slow hot module reloading.
The traditional React Single Page App (SPA) approach requires devs to manually handle routing, data fetching, and architecture, while modern React frameworks using Server-Side Rendering (SSR) and React Server Components (RSC) have better performance, SEO, and a better dev experience.
Rust's ecosystem and tooling allowed this developer to easily create a test that prevents a specific type of database migration error in the `bors` project.
Need to deliver structured insights from Zoom / Teams / Meet calls? It might be harder than you think to build a notetaker app that integrates with customer calendars and online meeting tools, works reliably, and doesn't churn out garbled sentence fragments…
Netlify has trouble supporting Next.js due to its closed ecosystem. Unlike other frameworks, Next.js doesn't have an adapter mechanism, requiring Netlify to reverse-engineer Vercel's private build output format. This creates maintenance burdens and limits community contributions.
You can use a CSS-only technique for creating blurry image placeholders (LQIPs) using a single custom property. The method encodes a simplified version of the image into a 20-bit integer hash, representing a base color and six brightness components. This integer is then unpacked and decoded in CSS using bit shifting and masking to generate radial gradients that approximate the original image.
Often, specialized dev skills and custom-built tools are easily replaced by newer technologies or third-party solutions, which can render dev coding expertise obsolete. As a result, companies and devs that prioritize delivering products and features are more valuable than simply coding.
AI will not achieve true AGI but will become a powerful copilot that allows less skilled "AI prompters" to generate code. This will reduce the need for traditional software engineers, as companies will favor cheaper AI-assisted development. To survive, engineers must either become expert architects/system designers or develop strong leadership and management skills to oversee AI-driven development teams.
The Mermaid Chart VS Code Plugin brings Mermaid.js diagramming capabilities directly into Visual Studio Code, allowing developers to create and edit diagrams without needing external tools. It has automatic file recognition, syntax highlighting, and real-time diagram rendering.
Pico is a platform that offers SSH-powered services for devs to quickly prototype and share web projects. It allows users to publish static sites, host web services on localhost, stream data between computers, serve blogs, receive RSS feed email digests, and share code snippets, all using SSH and a TUI.
GitSummarize is an AI-powered tool that generates documentation from GitHub repositories by simply replacing "hub" with "summarize" in the repository's URL.
Google DeepMind has developed a new family of Gemini Robotics models, built upon Gemini 2.0, to let robots perform complex tasks like preparing food and playing games. These multimodal models add physical action capabilities to Gemini's existing abilities by fine-tuning with robot-specific data, allowing robots to understand and react to new objects and instructions without retraining. The Gemini Robotics-ER model focuses on embodied reasoning, while the Gemini Robotics model is best for dexterity.
A security vulnerability that allows unauthorized access to call history logs of Verizon Wireless customers was discovered in the Verizon Call Filter iOS app. Anyone could retrieve incoming call details, including timestamps, for any Verizon number by manipulating the phone number in a network request. The vulnerability was from a lack of server-side validation. It has been reported to Verizon, who promptly addressed and fixed the issue.
AI agents today can analyze code, suggest improvements, and even implement changes, shifting the role of AI from tooling to a collaborative team member. This leads to a new era of frontend development where AI assists with design, UX strategy, and performance engineering, allowing developers to focus on higher level tasks.
AI agents can change web interaction by freeing people from platform dependency (like browsers) and allow for even more personalized content aggregation with more adaptive user experiences.
Vibe coding, relying on AI to generate code without a deep understanding of the underlying principles, may offer short-term gains but ultimately harms startups by increasing tech debt and slowing long-term development.
There's a decline in runtime CSS-in-JS libraries due to performance concerns coupled with a rise of alternative styling solutions like Tailwind CSS and compile-time CSS-in-JS.
Stack Overflow has seen a sharp decrease in question volume, with fundamental programming and data analysis topics being most affected, while questions related to operating systems and certain development frameworks have seen comparatively smaller decreases.
FreeAgent successfully removed jQuery from its app over the span of three years. Instead of upgrading jQuery, it transitioned to Hotwire (Stimulus + Turbo), starting with low-priority areas to test the approach. Its team tracked progress using simple KPIs, engaged product teams through training and collaboration, and built internal tooling to make the transition smoother.
Stacked PRs break down large code changes into smaller, more manageable, and reviewable units by creating a series of dependent branches. This approach helps developers construct a narrative, allowing for parallel development as subsequent PRs can be worked on while earlier ones are reviewed. To work effectively with stacked PRs, it is necessary to maintain focused PRs, name branches clearly, rebase often, provide context in PR descriptions, and use draft PRs to show progress.
Graft is a new open-source transactional storage engine designed for lazy partial replication with strong consistency, horizontal scalability, and object storage durability. It aims to solve data synchronization challenges in edge environments. Graft allows clients to sync data at their own pace, retrieve only necessary changes, and replicate arbitrary data while maintaining strong consistency guarantees. It achieves this by using a Volume structure and compact bitsets of page indexes.
This post goes over 13 software engineering laws relevant to engineers and managers using comics and explanations. Each law is presented with its potential impact on engineering management. The laws range from well-known principles like Parkinson's Law (work expands to fill the time available for its completion) to lesser-known ones such as Zawinski's Law (every program attempts to expand until it can read mail - those programs which cannot so expand are replaced by ones which can).
This developer stopped using AI code editors integrated directly into his workflow. He draws a parallel to his experience with Tesla's Full Self-Driving, where reliance on the system led to a decline in his own driving skills. Similarly, he found that constant AI assistance in coding eroded his fundamental programming skills and intuition.
AI is an evolution of developer tools, not a revolution. It creates space for creativity and problem-solving. While AI can be helpful for boilerplate code and learning new frameworks, it's prone to errors and can produce unsafe code, needing developer expertise and oversight.
What are the true causes of technical debt? How much is it costing you? And can it be overcome? In this video [10], Prof. Rainer Koschke from the University of Bremen and Paul Lambert from the Qt Group talk about how to identify technical debt, understand its impact, and keep
Tablepilot is a CLI/API/WebUI tool that uses AI to generate and autofill tables using various data sources like CSV/Parquet files, remote datasets, and other tables for context.
Fast MCP is a Ruby library that implements the Model Context Protocol, allowing for easy integration of AI models into Ruby applications through a clean API for defining tools, managing resources, and handling various transports and authentication.
Textcase is a Python library that provides text case conversion capabilities, including converting strings between snake_case, camelCase, Title Case, and more. It has options for custom boundaries and case definitions.
Real-world tests comparing Next.js (Webpack & Turbopack) vs. Vite (Rollup & Rolldown) show that Vite outperforms Next.js for cold starts and page navigation, while Turbopack is better in Fast Refresh and Hard Refresh scenarios. Webpack is consistently the slowest.
The concept of "debt" in software development expands beyond just technical debt to include areas like product, operations, process, organizational, and even cultural debt. While debt can lead to future costs and complexity, it's also a necessary tool for iteration, as sometimes short-term solutions are needed to ship products quickly.
2025.04.02·
blogs.newardassociates.com·10 min read·TLDR Web Dev
A malware analysis engine detected a malicious NPM package, react-html2pdf.js, uploaded by North Korean hacking group Lazarus. The attackers attempted to hide malicious code within the package with the aim of stealing crypto wallets, browser caches, and keychains while also downloading additional payloads. An analysis showed the attackers' debugging process in real-time.
"Eventually Green Tests" (EGT) is a (satirical) software testing approach where failing tests are ignored in the expectation that they will eventually resolve themselves due to code changes, feature obsolescence, codebase rewrites, or application deprecation.