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The discourse around generative AI often avoids serious criticisms, such as the demoralizing impact of it on software development. However, because the technology is evolving so quickly, having a consistent negative opinion on it is hard to maintain.
HyperDX is an open-source observability platform built on ClickHouse and OpenTelemetry. It helps engineers quickly diagnose production issues by unifying logs, metrics, traces, session replays, and errors into a single searchable and visualizable interface.
ElevenLabs' Eleven v3 (alpha) is a text-to-speech model that offers world-class expressiveness and control through audio tags. This new version supports dynamic conversations between multiple speakers with shared context and emotions across over 70 languages. Users can now control the emotion, delivery, and direction of the generated audio.
Anthropic cut Windsurf's access to its Claude AI models due to rumors of OpenAI acquiring the AI coding assistant. According to Anthropic co-founder Jared Kaplan, it would be "odd" to essentially sell Claude to its main competitor.
The SignalFire 2025 Talent Report shows large shifts in the tech talent landscape, such as a sharp decline in new grad hiring and a growing geographic distribution of tech talent. Entry-level hiring has dropped a lot as companies prioritize experienced talent and high-leverage technical roles. Elite AI labs like Anthropic are dominating the talent race through high retention rates and strategic poaching from competitors.
Google's increasing restrictions on Android sideloading, framed as security measures, are raising concerns about user autonomy, innovation, and competition.
OpenAI is contesting a court order to preserve all ChatGPT user logs, including deleted chats, arguing it violates user privacy and contractual obligations.
The Elixir community should embrace large language models (LLMs) as a potential force multiplier by investing in tools and documentation that allow LLMs to effectively work with Elixir.
The Screen Time Network API allows users to access current and historical screen time data and subscribe to screen time-related events for themselves or public users.
"Zombie clients" are abandoned servers that continuously and unsuccessfully request certificate renewals from LetsEncrypt, wasting resources. LetsEncrypt implemented a "pausing" approach, temporarily limiting an account-hostname pair's ability to request certificates if repeated validation failures occur. This system included a self-service unpause feature, allowing users to quickly resume certificate issuance if they resolve the underlying issues.
Machine code is not as scary as it seems. It involves understanding instructions, registers, and memory. This article breaks down the structure of instructions in both architectures, showing how operations are encoded into binary data.
"The BEAM Book" is a technical resource for Erlang and Elixir systems. The process of writing it was tough, with the author having to deal with canceled publishing deals and periods of stalled progress. The motivation derived from understanding the BEAM and the support from the community kept them going.
Mapbox used a blameless postmortem as a take-home exercise. This type of exercise is great for assessing a candidate's writing ability, empathy, and critical thinking skills, compared to an in-person coding interview.
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Cursor 1.0 has big upgrades, including the BugBot for automatic code reviews and the general availability of Background Agent, a remote coding assistant. The update also integrates with Jupyter Notebooks, allowing code changes directly within cells, and introduces a beta feature called Memories, allowing the tool to recall and reference past conversations.
App.build is an open-source AI agent that generates full-stack applications using the Neon platform. It serves as a reference implementation for codegen products.
Plan Explorer is a tool developed to visualize and analyze PostgreSQL query optimization decisions. It iterates over a search space, executes SQL queries, and generates diagrams showing query plans, estimated costs, and actual execution times, both in a browser with PGlite or through a proxy to a real PostgreSQL server.
In the early days of computer vision, when memory was extremely limited, researchers at Inria developed "An Efficient Chain-Linking Algorithm" to extract meaningful information from images. This algorithm, created by the PASTIS team, processed images line by line, storing only a few lines at a time, making it memory-efficient. The code's dynamic memory allocation was ingenious and was necessary.
The Chrome Secure Web and Network team has proposed a new "Local Network Access" feature to mitigate security risks from websites probing and attacking devices on local networks. It will require user permission before a website can make requests to a private IP address or loopback, unlike the previous Private Network Access (PNA) proposal which relied on preflight requests. This approach involves gating local network requests behind a permission prompt, giving users more control over which sites can access their local network.
Direct File is a free open source U.S. government service that lets taxpayers electronically file federal tax returns.
Achieving true AGI requires embodied intelligence and interaction with the environment, rather than simply scaling up multimodal models that lack a genuine understanding of the physical world and rely on just symbol manipulation.
Langfuse is doubling down on its open-source commitment by releasing all remaining product features, including LLM-as-a-judge evaluations and prompt experiments, under the MIT license.
Apple Notes in iOS 26 is expected to allow users to export their notes in Markdown format, though it is unlikely to support writing in Markdown directly.
Pinterest Engineering adopted a "docs-as-code" strategy. This involved treating documentation like code, using Markdown, version control, and CI/CD pipelines. They built PDocs, a centralized static site generator, to host documentation across multiple repositories and improve the developer experience.
Modifying LLVM to always inline every function call results in the compiler bypassing typical profitability checks and reveals unexpected interactions with other optimization passes. While compilation times and executable sizes drastically increase, runtime performance is not much worse and can even be slightly better.
Managers should act as objective "scientists" to uncover the truth of tough situations, providing perspective and constructive communication. They should not agree with negative statements about other teams or individuals and instead focus on solutions and objective frameworks.
The Lean Software Development model is flawed because it misinterprets the core activity of software creation. Software development is not manufacturing, but rather a design process, where the "factory" is the program itself, and developers are designers constantly iterating to understand and fulfill user needs.
Google AI Pro and Ultra subscribers can now use Gemini directly within the Chrome browser for AI assistance. Gemini in Chrome provides summaries, answers questions, and helps with complex tasks based on the current webpage.
Storybook 9 introduces a streamlined component testing experience with better testing capabilities and performance improvements. It partners with Vitest and Playwright for faster test execution and browser fidelity, with better interaction, accessibility, and visual tests.
MonsterUI makes web UI development easier in FastHTML Python apps by providing pre-styled components and smart defaults. It has features like themes, base components, semantic text styles, layout helpers, common UI patterns, higher-level components, and markdown rendering.
Apple migrated its Password Monitoring service from Java to Swift, resulting in a 40% performance increase. The team chose Swift due to its efficiency and ability to better manage memory compared to Java, which allowed for faster scaling and reduced server overhead. Using the Vapor web framework and custom Swift packages, they rewrote the service with less code, benefiting from Swift's protocol-oriented approach and built-in safety features.
Today's Computer Science graduates are facing worse job prospects than the average college graduate, and even worse than journalism grads. The oversaturation of CS graduates, coupled with automation and recent hiring practices, has created a job market that doesn't match the promises made.
Researchers discovered that Meta and Yandex were using Android apps to track users' web browsing data by exploiting localhost ports.
This is a comprehensive guide to meta prompting, a technique using LLMs themselves to generate and refine prompts, and explores various meta prompting methods.
This paper shows that Vision Language Models show a lot of bias, relying on memorized knowledge rather than visual analysis, which leads to big failures when presented with slightly modified images.
Generative AI will replace SEO-optimized content with genuine, human-centered blog posts, returning the internet to a less commercially driven and more authentic state.
Instead of directly asserting on API requests in UI tests, it's better to focus on testing UI state. This is because users don't care about API calls and only about the UI's behavior. For example, instead of asserting that a POST /cart request was made, you should test that clicking "Add to cart" shows the success message to emulate real user experience.
This article goes over how to implement smarter related-post suggestions for an Astro blog using Hugging Face's transformers.js, without needing servers or databases. It uses embeddings, which capture the meaning of text using numeric vectors, and cosine similarity to find posts with similar content. The entire workflow is shown: loading markdown files, generating embeddings with transformers.js, calculating similarities, and displaying the top related posts.
LLMs are not a fad and are already impacting software development by automating tedious tasks and boosting productivity. Modern LLM-assisted coding and agents that can access and modify codebases are more advanced than anything before.
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snapDOM is a fast, dependency-free JavaScript library that captures HTML elements as scalable SVG or raster images. It preserves styles and supports features like shadow DOM, with options for customization.
Kan is an open-source Next.js-based project management tool and a Trello alternative. It has features like board visibility, member collaboration, Trello imports, and integrations.
AI agents are becoming essential tools for aligning business outcomes with technical workflows, with autonomous planning, reasoning, and action capabilities. Integrating AI agents is not easy though. There are challenges like data access, performance, security, and governance that organizations must address.
Decorative text and unconventional spacing can be used within HTML attribute values to improve readability. Techniques like brackets, extra spaces, emojis, Unicode characters, and even ASCII art within class names are useful for visual grouping and commenting.
Generative AI presents both challenges and opportunities for the humanities. AI elevates the importance of humanistic skills, especially in language processing and cultural understanding, but it also undermines core aspects of education by letting students bypass real intellectual engagement.