LLMs reward expertise

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Using large language models like LLMs requires domain knowledge to get the most out of them. A skilled prompter like Terence Tao can steer the model with expertise in the domain, but this skill is not easily replicable by following tips.

Ten advances in mathematics and theoretical computer science

Devtools must be open source

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Software engineers used to rarely write personal software, but now agents can easily manage customizing software, making it easier to personalize and maintain. Agents can build and manage custom software with minimal programming, allowing for more efficient and flexible use of software.

Windows XP 2002 for the Itanium: Unbridled rage

Ask HN: Who is hiring? (August 2026)

Bucket Robotics: Senior Fullstack Engineer, San Francisco, CA (On-site) - Own massive surface area, build customer-facing app, scale internal tooling, and design data pipelines. Product-minded engineer with systems thinking and curiosity.

Ask HN: Who wants to be hired? (August 2026)

Several professionals with AI, data, and software engineering backgrounds are seeking roles in various locations, including Brazil, Canada, India, Russia, and the US, with expertise in technologies like Python, SQL, Generative AI, LLMs, and Rust. They are looking for opportunities as Senior AI Engineers, Applied AI, Search/Relevance, RAG, Data/AI Lead, and AI Solutions roles, with some open ...

Smaller, faster, safer: running Kimi and GLM at scale

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Workers AI optimizes large models on GPUs by quantizing the KV cache to FP8, compressing model weights to INT4, and protecting the cache with integrity checks. These techniques enable efficient serving of models like Kimi K-series and GLM with no change in accuracy, supporting more customers at lower costs.

MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video

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MiniMax H3 is a next-generation open-weights video model that generates 2K video with real stereo sound up to 15 seconds. It combines text, images, video, and audio inputs with a prompt to create a single video clip, reducing five tasks into one model.

Celebrating 45 Years of Kermit with the First New C-Kermit Release in 15 Years

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Battle of the Beams

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The Battle of the Beams was a period of World War II when the German Air Force used radio navigation systems to bomb the UK, but the British countered with jamming and deception signals. The Germans eventually abandoned the concept due to British interference.

Prevent cognitive debt by manually retyping LLM-generated code

The user uses coding assistants to fast-forward through boring parts of projects, but manually types generated code to understand and adapt it, valuing comprehension over productivity. This workflow helps them build a mental model of their codebase and detect potential issues, allowing them to work faster and more efficiently.

200 Milliseconds

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See what really happens in the ~200ms after you press Enter: a single HTTP request traced in real time through DNS, TCP, TLS, the Linux kernel, Node's event loop, and Postgres — then back to the pixel. Scroll distance equals time.

Replacing the Kobo Libra H2O Battery

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User had a Kobo Libra H2O with a faulty battery, which was difficult to replace due to lack of suitable options. They found a replacement battery on Ali Express and successfully replaced it with a soldering iron and basic tools.

Andy Pavlo joins ClickHouse to establish ClickHouse Labs

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I'm joining ClickHouse to lead ClickHouse Labs, a research team focused on advancing database technology. Our goal is to conduct impactful research and transform ideas into technology that benefits users, building on ClickHouse's strong foundation and exploring emerging AI and agentic technologies.

Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents

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Effortless cloud coding agents that feel good to use.

ZX Spectrum System Tour: Text Mode

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The author is exploring the ZX Spectrum's machine language capabilities, discussing how to load and run machine code, interact with the system variables, and print text to the screen. The author also covers how to read keyboard and joystick input, and provides a simple example program that demonstrates these capabilities, paving the way for more complex projects like the Manic Mechanic game.

The Dunning-Kruger effect may just be a data artefact (2020)

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The Dunning-Kruger effect may not be a real bias in human thinking as it can be replicated with random data and is likely due to measurement error and unreliability. The effect was originally described as people overestimating their competence in areas they are not skilled at, but this may be an artefact of how the data was measured.

How Hollywood stopped making movies in Hollywood

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The entertainment industry in Los Angeles has been experiencing a production migration due to rising costs and tax incentives offered by other cities, leading to a decline in physical production in Hollywood. This migration has resulted in a widening gap between where stories are set and where they are filmed, with many productions choosing locations based on financial considerations rather ...
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Stage B talk Playlists: 'emf2026' videos starting here / audio The Windows 365 Link is a thin client, running a special edition of Windows 11, that can only connect to a "Windows 365 Cloud PC" and is otherwise useless ewaste. When it was announced, Microsoft boasted its total vendor lock-in plan, which they described as "secure-by-design architecture": no admin rights, ...

KisakCOD – open-source reimplementation of Call of Duty 4 Multiplayer

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Copy COD4 game files to bin/(BUILD_TYPE)/* for development. Use AI for assistance, but remain responsible for code committed.

AirLLM 70B inference with single 4GB GPU

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AirLLM is a library that reduces inference memory usage for large language models, allowing them to run on a single GPU card without quantization or pruning. It supports various models, including Llama, Qwen, DeepSeek, and more, and can be used with a simple one-line initialization.

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.

Decades-old fish sauce at abandoned factory in Canada finally being removed

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A Canadian town, St. Mary's, has been plagued by a 20-year-old fish sauce stench from abandoned vats, but cleanup efforts have finally begun. The resulting fish sauce, if processed, might have a unique flavor profile due to prolonged fermentation, with notes of rancidity, amines, and possibly sweetness.

Massively Parallel Postgres Backups

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PlanetScale's backup system for sharded databases uses parallelism to minimize production impact and achieve petabyte-scale backups in hours, with techniques like spinning up backup-specific nodes and replaying Write-Ahead Logs. The system uses object storage, WAL archiving, and hybrid replay to ensure consistent backups, and is designed to be transparent and easy to use, with automated ...

Twenty Years of Pandoc

John MacFarlane created the document converter pandoc in 2006 using the Haskell programming language, which he chose for its strong type system and clean representation of structured documents. Over the next 20 years, pandoc evolved into a powerful tool supporting 51 input and 76 output formats, with over 600 contributors and a reputation for reliability and determinism, despite the potential ...

Kelly Criterion Simulator

The Billable Usage API: programmatic cost visibility for Cloudflare

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Cloudflare launched a Billable Usage API for self-serve accounts, providing a single endpoint to return account usage and cost, broken down by product and service period. This API is designed for automation, allowing developers to access usage data in real-time, enabling FinOps teams to attribute costs to internal projects and teams.

What's the largest software project AI can complete on its own?

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Researchers created MirrorCode, a benchmark to test AI models on long-horizon coding tasks, where AI re-implements entire programs without original source code. AI models can already solve MirrorCode tasks, such as re-implementing a 16,000-line bioinformatics toolkit in 14 hours, costing $251.

ZX Spectrum System Tour: Sound

The ZX Spectrum has a 1-bit beeper and a General Instrument AY-3-8910 synthesizer chip for sound production, with the latter available in later models and as a peripheral for earlier ones. Three programs are created to play a C-major scale using the beeper and the AY-3-8910 chip, with the latter providing more precise and flexible sound control.

Use Task Runners for Common Coding Tasks

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The user wants to create a convenience tool to run common tasks across multiple code repositories with different tech stacks, such as installing dependencies, building, linting, formatting, running tests, and deploying. They discuss various options, including bash scripts, make, just, and mise, to create a task runner that simplifies their workflow and allows muscle memory to be applied to ...