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Anthropic's recent report on a Chinese cyber espionage operation coordinated by Claude may have been falsified. There is a lack of verifiable information and technical details. The report claims that the AI autonomously executed a significant portion of the attack, but it fails to provide IoCs, TTPs, or evidence to support its claims.
Mozilla is developing "Window AI," a new, opt-in browsing mode for Firefox, aiming to integrate AI functionalities more deeply than current third-party chatbot integrations. Early feedback from volunteers helping to shape the feature has been negative, with users rejecting the idea of AI in Firefox.
The pursuit of Artificial General Intelligence (AGI) is bad for actual engineering. The belief in AGI, particularly within companies like OpenAI, is being used to justify environmentally damaging and exploitative practices in the pursuit of limitless scaling. AGI's supposed high expected value relies on arbitrary and unfalsifiable estimations while ignoring tangible negative externalities.
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Every mid-market and enterprise client expects SSO and SCIM, but they can be complex to implement. With PropelAuth BYO [11], you can add both without dealing with identity protocols. No migration, no giving up user data to a third party, no rewriting your auth system. Read the
Supercookie is a method that uses favicons to create a persistent, unique identifier for website visitors, even in incognito mode and after clearing browsing data. It exploits how browsers cache favicons, allowing servers to track whether a browser has loaded specific favicons, creating a unique fingerprint. This tracking method affects major browsers and is difficult for users to clear.
Boa is an experimental JavaScript engine written in Rust that supports over 90% of the latest ECMAScript specification. It has a live WASM demo and a CLI option, and it's composed of several crates for different functionalities like AST, parsing, and garbage collection. The engine can be easily integrated into Rust projects using the `boa_engine` crate.
Gotests is a Go test generator that automates the creation of table-driven tests from Go source code. It has zero-config test generation, smart scaffolding, flexible filtering, and support for Go generics.
This article goes over the personal experience of a sophisticated phishing attack targeting a Coinbase user in January. The author reported the attack, which involved the scammer possessing detailed personal information, to Coinbase, but received no response to their crucial question of how the attacker obtained the data. Coinbase later disclosed a data breach in May, attributing it to bribed overseas customer support contractors, but the author's earlier experience suggests the breach was active months prior.
AdGuard DNS was contacted by the Web Abuse Association Defense (WAAD), which demanded that it block Archive.today for hosting illegal content, with implied threats of legal action under French law. AdGuard's investigation revealed WAAD to be a recently formed, opaque organization with suspicious activities, potentially impersonating individuals and making false reports. AdGuard has filed a complaint with the French police and is investigating the connection between WAAD and the real lawyer.
LLMs are making small, utility-focused open source libraries like blob-util obsolete by offering developers quick, AI-generated solutions.
This blog post explains how to use Cloudflare Zero Trust and Warp to securely connect to private networks and services.
This author built and deployed Markov chain-based "babblers" to generate realistic-looking but fake content, including PHP files and spooky text from Frankenstein, to waste the time and resources of malicious web scrapers.
Zigbook is a project-based guide that aims to change your software development philosophy through learning the Zig language.
>> 30 Firebase studio workspaces
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Upgrade your professional toolkit with the full breadth of Google's developer tools [4] — including Gemini CLI and Code Assist. Premium members get generous GenAI and Cloud credits, plus:
The Raft consensus algorithm allows multiple servers to act as a single reliable system, even with failures. Raft elects a leader to manage log replication to followers, making sure of data consistency using AppendEntries messages and an induction process. Leader election is based on up-to-date logs and majority votes, guaranteeing leader completeness and state machine safety.
Dithering was initially necessary to simulate more colors than available in early computing due to memory limitations. It involves using limited palettes and adding noise with neighboring colors to create gradients, tricking the eye into perceiving a smoother transition. Ordered dithering uses a threshold map, while error diffusion algorithms, like Floyd-Steinberg, distribute the error to neighboring pixels for a less patterned result.
Valve is poised to dominate the next console generation with its new Steam Machine, Steam Controller, and Steam Frame. The Steam Machine, with PC-level specs and an open SteamOS, offers freedom for users to install any software or even other operating systems, making it a unique and developer-friendly console. The Steam Frame, a standalone VR headset, uses rendering techniques for optimized performance and also runs the full SteamOS.
Programmers often prioritize programming language features over their primary purpose: instructing machines rather than expressing ideas, which is better suited for flexible mediums like mathematics. Devs should “think in math,” which means using logical models and deductions to understand problems before coding to create better solutions.
There's a shift in software design where programs now demand more from users than they offer. Mandatory accounts, constant updates, intrusive notifications, and annoying onboarding processes are driven by the program's needs, not the user's. Programs that quietly serve their function without demanding attention or personal information are better.
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Ship mobile features faster without babysitting brittle Appium suites. With Momentic [11], you describe user flows in plain English and AI runs them live against your app. Free up your team's valuable time to ship product instead of chasing flaky tests. Book a customized demo [12].
OpenAI has released GPT-5.1, a new model in the GPT-5 series designed for agentic and coding tasks that balances intelligence and speed. GPT-5.1 dynamically adjusts its reasoning time based on task complexity, offers a "no reasoning" mode for faster responses on simpler tasks, and includes extended prompt caching for improved efficiency. It introduces new tools like the apply_patch tool for reliable code editing and a shell tool for executing commands.
JSON Repair is a JavaScript library that automatically fixes various types of errors in invalid JSON documents, offering both standard and streaming APIs. It can be used via the command line or in Python with PythonMonkey.
DBOS provides lightweight, durable workflows built on Postgres, allowing for reliable code that survives failures without losing state. It achieves this by checkpointing workflow steps in a Postgres database, allowing programs to recover from the last completed step after a failure. DBOS integrates into existing Java programs with minimal code, durable workflows, asynchronous execution, queues, scheduling, and notifications.
Zed Industries uses its own text editor, Zed, as its virtual office, with collaboration as a core feature. Zed's collaboration tools, built from the ground up, have easy setup, low latency, and fast merging of edits via CRDTs. Its virtual office is organized with channels for company-wide discussions, project-specific collaboration, and personal focus time.
Android's adoption of Rust is proving to be a successful memory safety strategy, with vulnerabilities dropping below 20% and Rust code showing a 1,000x reduction in memory safety vulnerability density compared to C/C++. Surprisingly, Rust also accelerates development, with 4x lower rollback rates and 25% less time in code review. Android is expanding Rust's use in the kernel, firmware, and applications to further improve security and productivity.
Enforced AI assistance in programming is transforming programmers from creators into mere approvers of AI-generated code, potentially devaluing the profession.
Despite the hype, AI agents are not yet capable of writing most of this company's code due to issues like loss of mental model of the codebase, absence of self-reflection in AI, and the current inability of AI to consistently deliver meaningful productivity boosts in complex tasks.
Create Svelte 5 web apps from a simple text prompt using AI and Shadcn.
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Meticulous is the world's first automated testing platform [4] that covers every edge case in your web app without you writing a single test.
TigerBeetle, a financial transactions database, uses a system of record and a system of reference (Postgres) to maintain consistency in the absence of transactions. The "Write Last, Read First" principle guarantees data integrity by writing to the system of record last and reading from it first. Idempotent operations are necessary, as the application uses a durable execution framework (Distributed Async Await) that guarantees eventual completion through checkpointing and resumption.
StyleX is Meta's default, open-source styling system. Designed for large-scale applications, it combines the ease of CSS-in-JS with the performance of static CSS generation. StyleX compiles styles at build time into atomic CSS. It enforces constraints to avoid conflict-prone patterns, like styling at a distance, to guarantee style encapsulation.
Zig and C++ interoperability means that both languages can store each other's data types. A macro called `SIZED_OPAQUE` can be used to define opaque types with specified sizes and alignments, enabling type embedding and compile-time size verification. Pointers can be used for passing types between languages, and C++ functions can be used for managing types in Zig.
Agentic AI has fundamentally altered software development by making code production cheap and fast. This has shifted the bottleneck from coding to knowing what to build. Developers and organizations can adapt by prioritizing skills like architecture, testing, and business acumen.
When this dev first started programming, they were confused about various concepts, like recursion. They then had years of learning through trial and error with C and Linux, followed by a breakthrough understanding of recursion through Prolog. This led them to discover Erlang, a functional and distributed language, through a conversation at a bridge tournament, where they fell in love with Erlang's message-passing system and fault-tolerant design.
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Nothing quite matches the terror of a checkout error at 11:59 PM — on Black Friday. Holiday readiness [11] starts with capturing errors in prod, but it extends to session replays, smart error alerting, and issue triage. Read Sentry's post [11]to get the complete checklist and prepare for peak web traffic.
Valve is expanding its Steam Hardware family in 2026 with new hardware like the Stream Frame (VR goggles) and the Steam Machine (a powerful PC). These devices will be powered by SteamOS, so they will have seamless integration with the Steam platform and access to Steam's large game library.
Visual Studio 2026 is now generally available. The update includes performance improvements, a redesigned user experience, and better AI-driven development. Visual Studio 2026 is AI-native. It offers intelligent assistance during debugging, profiling, and modernization along with new C# and C++ agents.
JSX Tool is a Chrome extension that bridges the gap between the Element Inspector and React Component Selector, allowing direct styling of JSX in a live browser setting. It functions as a full IDE within the browser, allowing users to find and edit any line of JSX, tweak CSS in-memory, and prompt LLMs with full context for style changes.
Google has announced early access to its new Android developer verification process, designed to improve user safety by combating scams and malware. This verification requires developers to use a real identity. Based on community feedback, Google is creating a dedicated account type for students and hobbyists with limited distribution needs, and a new advanced flow for experienced users who are comfortable installing unverified apps.
Crush is a TUI-based AI coding agent from Charm. While it is intuitive and has a model-agnostic approach, it has a high cost of API usage, especially with premium models.
Visual changes to lesser-known application icons found in macOS Tahoe's /System/Library/CoreServices folder are not as aesthetic as the ones before the Liquid Glass update.
Perkeep is an open-source system for securely and permanently storing, managing, and accessing various data types across multiple devices.
Marble is a frontier multimodal world model that creates, edits, and expands 3D worlds from various inputs like text, images, and videos.
Gerbil is a cross-platform desktop application designed for running LLMs locally.