Don't be a meat proxy

You're frustrated with relying on AI output in conversations and code reviews, feeling it lacks value and understanding. The effort of reading, validating, and writing a response in your own words is what adds value.

Qwen3.8-Max: A New Bar for Coding and Cowork

Qwen Studio offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.

Rust project goals: Immobile types and guaranteed destructors

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Rust proposes introducing new traits like Move and Forget to make explicit what operations are possible on a type, allowing types to opt out of being moved or forgotten. This change aims to simplify immovable types and enable safe scoped spawn for async, while eventually deprecating the Pin trait.

Bonsai: Janestreet's UI Library

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Bonsai is a UI library for building performant, reactive web applications in OCaml, inspired by Elm. It allows for composable state machines and incremental rendering, making it easy to manage state and UI updates.

Octane – React's programming model, compiled

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Octane is a performance-first framework that compiles ahead of time, eliminating virtual DOM and dependency arrays. It allows for seamless migration from React, keeping components as plain functions with hooks and context.

The AI Productivity Gap

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AI has improved engineering team productivity but not as dramatically as expected. Senior developers spend most of their time figuring out what code to write, and AI hasn't yet made this part easier, limiting productivity gains.

Show HN: Isopolis – Isometric pixel map of SF

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San Francisco as one giant isometric pixel painting — the city's real 3D geometry redrawn tile by tile by a fine-tuned image model.

Karpathy’s Pelican

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Opus 5 generated 5500 lines of code to procedurally render the Lord of the Rings story with a 1M token budget. This example showcases LLMs' potential for creating hyper-custom worlds, but also highlights their limitations in auditing and perceiving multimodal content.

Show HN: ssh ssh.place

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The canvas is wider than your terminal, so scroll to pan around. shift+←/→ jumps a whole screen. This canvas is color only. The server turns down anything with a character in it, so you cannot write text here. Draw something instead. Your cooldown is tied to your SSH key, so reconnecting will not reset it. This page only reads the canvas. It changes over SSH and nowhere else.

More German than many Germans

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The author, a Turkish immigrant, had a positive experience living in Germany, finding a friendly flatmate and a supportive work environment. He eventually became a German citizen after a 14-month process, feeling a sense of belonging and contributing to the society.

Why we write our own C and C++ inference engines

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LocalAI's C++ ports of certain models offer significant footprint savings and comparable performance to their Python counterparts. These ports, such as vllm.cpp and depth-anything.cpp, achieve parity with the original models in terms of output and throughput.

CP/M-386 – CP/M for 386 protected mode, derived from CP/M‑68K

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CP/M-386 BDOS is compatible with CP/M-68K 1.3 and CP/M 2.2, with added extensions for direct video access and high-resolution timing. It can be built on NetBSD, FreeBSD, and most recent Linux distributions, including CentOS, Fedora, and Ubuntu.

Show HN: A Handwritten Blogging Platform

handwritten.blog leans on a few modern web features your browser doesn’t have yet. Please update it, or try a different one.

Note-Taking and Personal Knowledge Management

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The user read an article by Brennan Kenneth Brown about Personal Knowledge Management (PKM) and found it to be misleading. The user argues that Brennan's article fails to critically examine the effectiveness of PKM systems and tools like Obsidian.

Autoregressive Language Model on the 6502 Processor

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The user trained a tiny Mamba-based autoregressive language model and ran it on a BBC Micro from the 80s using a custom inference engine, generating text with a vocabulary of 26 letters and a space character. The project demonstrated the importance of mechanical sympathy in designing ML models, considering hardware constraints, and showed that a Mamba-based model can run inference on 8-bit ...

Show HN: Kakehashi – Experimental userspace to run macOS binaries on Linux ARM

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Kakehashi is a tool that runs Darwin CLI tools natively on Linux aarch64 by translating BSD syscalls and mapping a freestanding libSystem. It aims to provide a cost-effective alternative to running Darwin tools on macOS, with a focus on correctness and performance, and is suitable for use in CI environments.

Convergence is not enough

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Getting into trouble with data representations in Automerge.

Developers are attached to tools because tools encode trust

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Developers are struggling to trust AI tools due to their unpredictability and lack of transparency, which can lead to broken processes and decreased productivity. To build trust, teams need to establish a more deliberate and explicitly-defined workflow that preserves human judgment and provides the right context for AI agents.

AI migrated legacy COBOL programs to Java, bugs included

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Researchers developed the "Locksmith Loop" method to test legacy COBOL programs migrated to Java. This method uses mocks, iterative search, and mutations to achieve nearly complete coverage and validate the generated Java code.

SwiftUI After 7 Years

How do you rewrite C/C++ projects to Rust?

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Disclaimer: This article was created with the assistance of AI and reviewed by the JetBrains RustRover team. C and C++ to Rust migrations are no longer just an experimental idea. More teams are now looking at Rust as a practical way to improve memory safety, reduce long-term maintenance costs, and modernize performance-critical systems. But a successful migration is not about rewriting ...

Why Book Corners won't sync contributions back to OpenStreetMap

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Book Corners initially planned to contribute user-submitted libraries back to OpenStreetMap, but discovered that the process would require significant documentation, licensing, and operational responsibilities. Due to these costs, Book Corners has decided to suspend the contribution process, prioritizing its core purpose of helping people discover and share little free libraries.

Situational Awareness and the Impending Stock Market Volatility

https://www.emergingtrajectories.com/lh/situational-awareness-bigger-picture/images/volatility_over_time.jpg
Research There are thousands of articles and opinion pieces on Situational Awareness: what happened, what went wrong, and so on. We're less interested in exploring that here as you can find lots of deep dives and many more to come, we're sure. Contrary to what others say, we believe that Situational Awareness struggled this past week because of forces pushing prices down, but it also ...

Show HN: I created a project management system

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is.team is an AI-native project management platform launched in 2026 where built-in AI and external agents work alongside humans on the same board. It replaces complex tools like Jira, Asana, and Linear with a single infinite canvas workspace. Built-in AI features include a card assistant for conversational task management, a workflow planner that generates entire boards from a prompt, AI ...

The Shape of Things to Come

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Today we're going to explain the "loops and graphs" thing, and I'll show you how to get your coding agent to work all night on massive problems while you snore peacefully. Then we're going to look at what happens to harnesses once you solve those problems. They either devolve into chaos, or they evolve into cities. Done properly, civilization emerges, right there in your ...

Read the novels and forget everything else

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Patrick O'Brian, a renowned author, was exposed as a liar who fabricated his biography, including his Irish childhood and naval experience. Despite this revelation, his Aubrey-Maturin novels continue to be widely read and admired for their historical accuracy, witty dialogue, and vivid descriptions of 19th-century life.

The myth of Snow Leopard

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Snow Leopard was a 2010 Mac OS X version focused on refining the system, improving efficiency, and fixing bugs. Its promise of stability and polish has become a lasting myth, with people still referencing it for quality of life improvements and stability.

RFC 9851: TLS 1.2 is in Feature Freeze

TLS 1.3 fixes known deficiencies in TLS 1.2 and its use is growing due to improved security. TLS 1.2 will only receive urgent security fixes and no new features will be added.

Norway became a global salmon behemoth. Now it's facing the consequences

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Norway's salmon farming industry has grown into a global behemoth, but it's facing ecological and ethical concerns due to pollution and poor fish welfare. The industry is now grappling with the consequences of its success, including declining oxygen levels and increased disease in fish.

How the words we teach English language learners changed

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The General Service List (1953) and the New General Service List (2023) track changes in everyday English vocabulary, showing a shift from tangible, physical words to abstract concepts and ideas. The 2023 list reflects a more systemic, connected world, with words like mortgage, corporation, and climate, and a greater emphasis on precision and abstract thinking.