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Custom hooks are the wrong way to abstract useQuery, as they lock you into one hook, get messy with TypeScript generics, and can't be used outside components. Instead, use queryOptions to define your key and fetch function once, then spread it into whatever hook you need (useQuery, useSuspenseQuery, etc.) with per-usage options on top.
A 747 pilot who wistfully noted that his highly skilled job offered no further opportunities for improvement or learning. The advent of AI coding agents makes programming feel somewhat familiar in cases of the nitty-gritty of code, as they reduce the need for deep understanding of underlying code.
Computer programming is still a valuable career despite the advent of AI, as the core skills of problem-solving and complexity control will always be essential. Junior programmers should still actively write code rather than rely solely on AI generation, as this hands-on experience is necessary for developing a deep understanding.
In the age of LLMs, tech writers must acquire new habits beyond basic documentation, as AI can automate many routine tasks. LLMs help automate keeping documentation up to date easily.
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Ghostty is a fast, cross-platform terminal emulator that uses native UI and GPU acceleration for a better, higher-performance experience.
Superset is a desktop terminal designed for developers to run, monitor, and manage multiple CLI coding agents concurrently in isolated worktrees.
US Secretary of War Pete Hegseth designated AI company Anthropic a "supply chain risk" for refusing military use of its AIs for surveillance and autonomous weapons, then quickly made a similar deal with OpenAI. However, OpenAI's stated safeguards have been criticized by many as they are not as transparent in their language compared to Anthropic.
Anthropic has launched a new memory import tool for Claude, allowing users to transfer their accumulated context and preferences from other AI providers like ChatGPT or Gemini. The process is simple: users paste a special prompt into their current AI, copy the output, and then paste it into Claude's memory settings. This easy transferability suggests there's still no good lock-in or moat in the LLM industry.
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mirrord lets you run local code against real cloud services. Get instant feedback, reduce cloud costs, and ship with confidence.
Andrej Karpathy's microgpt is a 200-line, dependency-free Python project that distills the fundamental algorithms for training and inferencing a GPT.
Verified Spec-Driven Development (VSDD) is an AI-orchestrated software engineering methodology that fuses Spec-Driven, Test-Driven, and Verification-Driven Development with rigorous upfront specifications, formal verification, and adversarial review.
Software engineers can now vibecode custom software on-demand as they need it rather than pay for a subscription to another app.
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Engineers building observability, data pipelines, RAG for AI applications, or security patterns face the same challenge: researching tools and best practices takes time away from building.
Replit developed a unique video rendering engine to turn any web page into a deterministic video file, overcoming the challenge that browsers are real-time systems ill-suited for frame-perfect capture. Its solution involves injecting a JavaScript virtual clock into the browser, which replaces native timing APIs like `setTimeout` and `requestAnimationFrame`, so time advances only when commanded. This system also has a complex pipeline for handling video elements by preprocessing them server-side and rendering frames to a canvas.
Cline, an AI coding agent, initially lagged competitors like Cursor and Claude Code. Its developers started hill climbing, which involved iteratively running the agent against the Terminal Bench's 89 real-world coding tasks, diagnosing failures, and implementing targeted fixes. Through this process, Cline's success rate improved from 47% to 57%.
Experiments show Postgres's default random_page_cost (4.0) underestimates the true cost of random I/O on SSDs, which is often closer to 25–35, causing the planner to sometimes pick inefficient index scans. However, lowering it can still make sense in real-world OLTP systems with high cache hit rates or imperfect estimates, so tuning should be based on actual workload monitoring.
An evaluation involving multiple LLMs and approaches showed that methods using MCPs and not using MCPs to build an app all achieved over 99% task success, since modern models recover errors effectively. The real distinctions between approaches were found in time, cost, and how each managed its context budget, rather than task completion.
Contrary to headlines predicting developer obsolescence by AI, corporate red tape and slow adoption rates might keep developers safe. Large enterprise environments move at a glacial pace, as shown by lengthy approval processes for basic tools.
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You already know React. With Expo [11], you can use that knowledge to build fully native apps for iOS and Android without starting over — and with a native MCP server and Skills for Claude Code, it's never been easier! Here's a tutorial from the Expo team [12] to get you started.
Google DeepMind has launched Nano Banana 2, its latest image generation model, which merges advanced Pro capabilities with lightning-fast speed. It has better intelligence through advanced world knowledge, precise text rendering, and improved creative control, including consistent subject appearances for multiple characters and strict instruction following.
numpy-ts is a type-safe implementation of NumPy for TypeScript and JavaScript that allows devs to write numerical computing code with the familiar Python API. It has 94% API coverage, is tree-shakeable for optimized bundle sizes, and is validated with over 6,000 tests against actual NumPy outputs.
deff is a Rust-based Terminal User Interface designed for interactive, side-by-side review of Git diffs. It has file comparison with syntax highlighting, added/deleted line tinting, vertical/horizontal scrolling, and various comparison strategies, including uncommitted changes.
Block is laying off over 4,000 employees, nearly 40% of its total workforce. Jack Dorsey, the CEO, stated the drastic cut was due to AI fundamentally changing how the company builds and operates. Block's stock soared by nearly 25% in after-hours trading following the announcement.
Anthropic believes in using AI for US national defense, having proactively deployed its Claude models to the Department of War and the intelligence community. However, Anthropic maintains two specific safeguards: refusing to allow its AI for mass domestic surveillance due to democratic values and for fully autonomous weapons, given current unreliability and lack of oversight. The Department of War has demanded that Anthropic remove these safeguards, but Anthropic remains firm in its position.
Google API keys have been treated as benign public identifiers safe for client-side embedding, but have retroactively gained sensitive authentication privileges with the introduction of Gemini. When the Generative Language API is enabled on a Google Cloud project, existing public API keys can silently access private Gemini data like uploaded files, cached content, and incur usage charges. This vulnerability allows attackers to scrape public websites for keys and exploit them to access data or exhaust quotas secretly.
The Open Source Endowment is a community-led nonprofit that provides sustainable, long-term funding for critical open source software projects by investing donations in an endowment fund and distributing the returns as grants.
BuildKit is a general-purpose build framework that, beyond making Docker builds fast, uses a programmable architecture and custom frontends to produce any type of artifact, not just container images.
Claude Code usually recommends building custom software solutions rather than integrating third-party tools, though it has strong preferences for specific modern tools like GitHub Actions, Stripe, and Vercel when it does choose to "buy."
AI code review vendors frequently publish self-designed benchmarks where they outperform competitors, but these evaluations often rely on small datasets or synthetic bugs.
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Bugs sneak out when less than 80% of user flows are tested before shipping. However, getting that kind of coverage (and staying there) is hard and pricey for any team.
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Airbnb rearchitected Mussel, its core key-value store for derived data, to address limitations of its previous version (v1). Mussel v1 suffered from operational complexity, scaling issues due to static partitioning, limited consistency controls, and opaque costs. The re-architecture to Mussel v2 introduced a NewSQL backend with a Kubernetes-native control plane, dynamic range sharding, and an event-driven write model. Zero downtime was needed for the migration.
AI coding assistants often generate generic code that doesn't align with specific project conventions, leading to a frustrating loop for developers. However, “knowledge priming” AI, meaning sharing curated project context like architecture, tech stack, naming conventions, and code examples early on, helps override AI's default training data. These priming documents should be treated as version-controlled infrastructure within the repository for team-wide consistency.
Real-time data shows stable AI adoption and rising software engineer job postings, refuting claims of rapid labor destruction. Technological diffusion follows S-curves, with economic deployment bounded by physical, regulatory, and organizational limits, making AI's integration slower than often predicted. AI is a productivity shock that will likely complement labor and offset other macroeconomic headwinds, rather than leading to a sustained negative demand shock or rendering human work obsolete.
This dev's `.online` domain for a simple app project was unexpectedly blacklisted by Google Safe Browsing and placed on `serverHold` by the Radix registry, despite the site containing only benign information. It became completely inaccessible without any prior notification to the dev. They then encountered a Catch-22: the registry demanded Google's delisting, but Google's verification process required an active, resolving domain, which the `serverHold` prevented.
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Remote Control allows users to easily continue their local Claude Code sessions from any device, including phones, tablets, or other browsers. The session always runs directly on the user's machine, providing full access to their local filesystem, tools, and project configuration, with remote interfaces acting as a window. This enables switching devices, working from multiple surfaces simultaneously, and surviving interruptions, all while keeping data local.
Oxfmt is a Rust-powered code formatter that offers a Prettier-compatible solution for the JavaScript ecosystem. It has improved performance, being over 30 times faster than Prettier, while achieving 100% Prettier compatibility in JavaScript and TypeScript. It also has file format support, built-in Tailwind CSS integration, import and package.json sorting, and embedded language formatting.
AI agents using MCP incur unnecessary costs by loading entire tool catalogs as detailed JSON Schemas at the start of every session. Instead, it's better to use CLIs if available, like using the `gcloud` CLI instead of the `google_cloud` MCP. This is basically a lazy-loading approach as it allows AI to progressively understand and make CLI commands only when they are needed.
OpenAI has strategic challenges, as it neither has unique technology anymore nor a strong competitive lead, with incumbents and entrepreneurs quickly matching its core models. Despite a large user base, engagement is shallow and there are no clear network effects or product-market fit for its consumer offerings. OpenAI's ambitious platform strategy and massive capital expenditures do not guarantee a defensible position or the "power" to lock in users and developers.
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Official React Native support has been announced for Meta Quest devices, so devs can now build VR applications easily.