Kagi Translate now supports LinkedIn Speak as an output language

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Kagi Translate uses powerful AI models to instantly and accurately translate any content in any language.

Reddit User Uncovers Who Is Behind Meta's $2B Lobbying for Age Verification Tech

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A Reddit researcher exposed Meta's $2B campaign to force Apple and Google into building surveillance systems while exempting its own platforms. Meta's lobbying operation spans 45 states using nonprofit shells to avoid transparency requirements.

Microsoft's 'unhackable' Xbox One has been hacked by 'Bliss'

https://img.youtube.com/vi/FTFn4UZsA5U/maxresdefault.jpg
A hacker revealed a "Bliss" exploit that can hack the Xbox One, a previously "unhackable" console. The hack uses voltage glitching to compromise the console's security, allowing for unsigned code loading and game decryption.

Kagi Small Web

https://kagi.com:443/smallweb/static/SmallWeb.png
Kagi aims to humanize the web by surfacing people behind online posts and stories. It amplifies genuine voices on the web by showcasing lesser-known blogs and websites.

US SEC preparing to scrap quarterly reporting requirement

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A Decade of Slug

https://terathon.com/blog/decade-slug/slug_algorithm.svg
The Slug Algorithm, developed in 2016, renders fonts directly from Bézier curves on the GPU, achieving high-quality results and robustness. The algorithm's patent has been dedicated to the public domain, allowing anyone to freely implement it without a license.

Mistral AI Releases Forge

https://cms.mistral.ai/assets/920e56ee-25c5-439d-bd31-fbdf5c92c87f
Mistral AI's Forge system allows enterprises to build AI models grounded in their proprietary knowledge, enabling them to train models on internal data and align AI with their unique operations. Forge supports continuous adaptation and enables organizations to build models that reflect institutional intelligence, operate within their domain context, and evolve alongside their knowledge and processes.

Every layer of review makes you 10x slower

The author argues that review pipelines and layers of QA slow down development and hide root causes, making it harder to fix problems. To improve quality, teams should adopt a culture of trust, eliminate reviews, and focus on building high-quality components in small teams that can deliver quickly and safely.

Python 3.15's JIT is now back on track

https://fidget-spinner.github.io/media/jit-on-track/brrr-20260317.png
The CPython JIT project has achieved its performance goals for macOS AArch64 and x86_64 Linux, with 11-12% and 5-6% speedups respectively. The project's success is attributed to a combination of luck, the right people, and effective software engineering practices, including breaking down complex problems and encouraging new contributors.

Get Shit Done: A meta-prompting, context engineering and spec-driven dev system

https://camo.githubusercontent.com/72affc23c3947efd63ebca61203c3fefd828a84db50e08b75c59f52b17191bbc/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d676c6974746572636f77626f792f6765742d736869742d646f6e6526747970653d44617465
GSD is a meta-prompting system for Claude Code and other AI tools that helps build projects consistently and efficiently. It uses context engineering and spec-driven development to ensure high-quality results.

FFmpeg 8.1

FFmpeg has released several new versions including FFmpeg 8.1 "Hoare", FFmpeg 8.0 "Huffman", FFmpeg 7.1 "Péter", FFmpeg 7.0 "Dijkstra", FFmpeg 6.1, FFmpeg 6.0 "Von Neumann", FFmpeg 5.0 "Lorentz", and FFmpeg 3.1.2, each with various new features, bug fixes, and improvements. The releases include support for new codecs, filters, and formats, as well as improvements to the Vulkan and AAC ...

The Los Angeles Aqueduct Is Wild

https://images.squarespace-cdn.com/content/55ac34e4e4b0170ef54be632/1773772938728-LAZFHP5QUEVEGOUQPTJW/LA+Aqueduct+%28color%29.jpg?format=2500w&content-type=image%2Fjpeg
The Los Angeles Aqueduct is a 300-mile gravity-fed system that brings water from the Eastern Sierra to LA, but its construction and operation have been marked by controversy and environmental impact. The aqueduct's design and expansion have had significant effects on the Owens Valley and surrounding ecosystems, highlighting the need for careful consideration of costs beyond the balance sheet.

Unsloth Studio

https://unsloth.ai/docs/~gitbook/image?url=https%3A%2F%2F3215535692-files.gitbook.io%2F~%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FxhOjnexMCB3dmuQFQ2Zq%252Fuploads%252FxV1PO5DbF3ksB51nE2Tw%252Fmore%2520cropped%2520ui%2520for%2520homepage.png%3Falt%3Dmedia%26token%3Df75942c9-3d8d-4b59-8ba2-1a4a38de1b86&width=768&dpr=3&quality=100&sign=a663c397&sv=2
Unsloth Studio is a no-code web UI for training, running, and exporting open models locally. It supports multi-GPU inference, various models, and data recipes, with a beta version available for testing.

How the Turner twins are mythbusting modern technical apparel

https://www.carryology.com/wp-content/uploads/2026/03/Mallory-Project_FULL-RES_2025-00938.jpg-resized.jpg
The Turner Twins, Ross and Hugo, conduct A/B tests on modern and 100-year-old gear on expeditions to see how far textile innovation has taken us. Their data suggests that modern gear offers only a narrow safety margin over historic gear, which requires skill to operate.

If you thought code writing speed was your problem you have bigger problems

https://andrewmurphy.io/amlogo.png
The author argues that focusing on increasing code output with AI tools can actually make a team's delivery process worse, as it doesn't address the underlying bottlenecks in the system. To truly improve delivery speed, teams should focus on mapping their value stream, identifying and eliminating wait states, and measuring cycle time, not just code output.

Meta and TikTok let harmful content rise to drove engagement, say whistleblowers

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Social media giants Meta and TikTok prioritized engagement over user safety, allowing more harmful content on their platforms to compete with rivals. Whistleblowers claim the companies knowingly allowed borderline content to increase user engagement.

Show HN: Sub-millisecond VM sandboxes using CoW memory forking

https://raw.githubusercontent.com/adammiribyan/zeroboot/main/demo/demo.gif
A user uses the ZeroBoot API to execute a Python script that prints random numbers. The API uses Firecracker to boot a VM and pre-load the runtime, with a working prototype but not production-ready.

Ryugu asteroid samples contain all DNA and RNA building blocks

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Mamba-3

https://cdn.prod.website-files.com/69654e88dce9154b5f12070c/69b7a26f1bccb52f61fbba4d_20260311_Mamba3_1200x630.jpg
To summarize the user's input, I will break it down into two concise English sentences.

Illinois Introducing Operating System Account Age Bill

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The Children's Social Media Safety Act requires social media platforms to verify users' ages by January 1, 2028. Violating this act is considered an unlawful practice under the Consumer Fraud and Deceptive Business Practices Act.

Java 26 is here

https://hanno.codes/assets/images/blog/foundation.jpg
Java 26 introduces several features including a GC-agnostic ahead-of-time cache, improved G1 garbage collector performance, HTTP/3 support in the HTTP client API, and structured concurrency. These features aim to improve performance, reduce latency, and make concurrency easier to manage, with some features still in the preview stage.

Node.js needs a virtual file system

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GPT‑5.4 Mini and Nano

https://images.ctfassets.net/kftzwdyauwt9/7aHFwQE8dl2qvEQi2aCZRR/4fa59e0ba84107ddc3c864eeb7ebb183/OAI_Why_Codex_Security_Doesn%C3%A2__t_Include_a_SAST_Report_Art_Card_1x1.png?w=3840&q=90&fm=webp
GPT-5.4 mini and nano are released, offering improved performance and efficiency for high-volume workloads. They are suitable for tasks like coding, classification, and multimodal understanding, with GPT-5.4 mini outperforming its predecessor and GPT-5.4 nano being the smallest and cheapest version.

Meta Horizon Worlds on Meta Quest is being discontinued

https://communityforums.atmeta.com/t5/s/hucou38897/m_assets/themes/customTheme1/Meta_Lockup_NegativePrimary_RGB-1734026696852.png?time=1734026699676
Meta is separating VR and Horizon platforms, making Horizon Worlds mobile-only by June 15, 2026. Key features like Hyperscape captures and MH+ perks will be removed from Quest by March 31, 2026.

VisiCalc Reconstructed

https://zserge.com/images/kalk.png
The user discusses rebuilding a minimal VisiCalc clone from scratch, focusing on a data model, formula evaluator, and simple UI to display cells, and implements a recursive descent parser to calculate formulas on the fly. The user also implements a basic UI using the ncurses library, allowing users to navigate through cells, edit them, and display their values, with features like ...

OpenSUSE Kalpa

https://kalpadesktop.org/kalpa-logo.svg
Kalpa is an atomic and transactional Linux desktop offering the Plasma Desktop Environment, From the KDE Project Zola for making deploying a website not something that makes me want to tear my hair out Juice for making it easier to have a website that doesn't make my eyes bleed

Silicon Valley's "Pronatalists" Killed WFH. The Strait of Hormuz Brought It Back

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Remote work raises fertility among employed, partnered adults, with WFH accounting for ~291,000 U.S. births per year. Companies eliminating remote work are functionally anti-natalist, imposing a fertility reduction that exceeds the effect of many countries' pro-natal policy apparatus.

Why AI systems don't learn – On autonomous learning from cognitive science

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers propose a learning architecture inspired by human and animal cognition, integrating two learning modes and a meta-control system. This framework aims to adapt to dynamic environments across evolutionary and developmental timescales.

A proposal to classify happiness as a psychiatric disorder (1992)

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a09b/1376114/1482e66fa3ae/jmedeth00282-0040.png
Researchers propose classifying happiness as a psychiatric disorder, citing its abnormality and association with cognitive abnormalities. This proposal is based on literature reviews and dismisses the objection that happiness is not negatively valued.

Monkey Island for Commodore 64 Ground Up

https://cdn.myportfolio.com/40089cdfff52a702e31d6fb15c88403e/7f49233c-dde1-4ab4-83b8-42389154dc87_rw_1200.png?h=6f0e2d27fd9a5e65ff8e293f4733d6aa
Joachim Ljunggren is a Swedish designer and motion graphics producer with 15 years of experience. He works with clients like TV4 and MTV, using software like Cinema 4D and After Effects.

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers improved k-means algorithm for online use by addressing GPU bottlenecks through flash-kmeans, a new implementation. It achieves up to 17.9x speedup over best baselines and outperforms industry-standard libraries.

Drawvg Filter for FFmpeg

drawvg is a FFmpeg filter that renders vector graphics on top of video frames using the Cairo library and VGS scripting language. It can be used to create custom transitions, animations, and effects by executing scripts that describe 2D graphics.

Reverse-engineering Viktor and making it open source

https://matijacniacki.com/blog/viktor-reveng-2.jpg
User reverse-engineered AI coworker Viktor's system architecture in 2 hours, gathering documentation from logs and technical blogs. They then implemented the system based on the gathered documentation, deploying a managed instance for others to try.

Building a Shell

The user built a toy shell to learn about low-level process APIs and Unix commands, implementing features like env var expansion, pipes, and basic tab completion using the readline library. The shell is incomplete but can handle simple use cases like launching programs, basic pipes, and some git commands, with the user learning about the performance implications of shells and the importance ...

Edge.js: Run Node apps inside a WebAssembly sandbox

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Wasmer's Edge.js is a JavaScript runtime that safely runs Node.js workloads for AI and Edge computing, preserving full Node compatibility and isolating unsafe parts of execution using WebAssembly. Edge.js aims to provide fast startup and runtime speeds comparable to other serverless providers, with a goal to make it the most friction-less and efficient runtime for Node workloads in sandboxed ...

Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg

https://www.khronos.org/assets/uploads/blogs/01_jpeg_dct_dc_prediction_v2.svg
FFmpeg uses Vulkan Compute to accelerate encoding and decoding of professional-grade video on consumer GPUs, unlocking GPU compute parallelism at scale without specialized hardware. This approach complements Vulkan Video's fixed-function codec support, extending acceleration to formats and workflows it doesn't cover, making it an ideal starting point for making compute-based codec ...

'The Secret Agent': Exploring a Vibrant, yet Violent Brazil (2025)

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The Secret Agent is a visually subversive Brazilian thriller about a former teacher on the run during the country's military dictatorship. The film's cinematographer, Evgenia Alexandrova, used bright colors and dynamic camera movements to capture Brazil's dichotomous culture.

Regex Blaster

Show HN: Pgit – A Git-like CLI backed by PostgreSQL

https://raw.githubusercontent.com/ImGajeed76/oseifert-data/master/data/blog/images/pgit-compression-ratio.png
pgit is a Git-like CLI backed by PostgreSQL that outcompresses git gc --aggressive on 12 out of 20 repositories while making the entire history SQL-queryable. An AI agent produced a full codebase health report on Neon's repo in under 10 minutes using pgit's SQL interface and built-in analyses.

Jepsen: MariaDB Galera Cluster 12.1.2

MariaDB Galera Cluster loses committed transactions and exhibits consistency anomalies like Lost Update and Stale Reads. Users should set innodb_flush_log_at_trx_commit=1 to reduce write loss, but Galera Cluster still fails to provide Snapshot Isolation or Repeatable Read.

Warranty Void If Regenerated

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Tom Hartmann is a software mechanic who fixes problems in custom software used by farmers. He helps clients like Margaret Brennan and Ethan Novak resolve issues with their generated tools, often due to inadequate specifications or unforeseen interactions between tools.

Show HN: Antfly: Distributed, Multimodal Search and Memory and Graphs in Go

https://camo.githubusercontent.com/5aeaa27382e3ca33cd2485fd02cc6aba6e5ecfdf3621b9d87011f8050048d1e0/68747470733a2f2f63646e2e616e74666c792e696f2f717569636b73746172742e676966
Antfly is a distributed search engine combining full-text, vector similarity, and graph traversal over multimodal data. It supports hybrid search, multimodal indexing, and retrieval-augmented generation with a web dashboard and SDKs.

The paddle wheel aircraft carriers of Lake Michigan

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The US Navy used two converted luxury passenger ships, USS Wolverine and USS Sable, as aircraft carriers in World War Two. They were coal-powered and operated on the Great Lakes, primarily for training pilots in carrier landings.

I love my dumb watches

https://bear-images.sfo2.cdn.digitaloceanspaces.com/garyonline/img_0518.webp
The author initially liked smartwatches but found them redundant and addictive, leading to a preference for traditional automatic watches. They now appreciate the simplicity and durability of mechanical watches.

Show HN: Crust – A CLI framework for TypeScript and Bun

https://raw.githubusercontent.com/chenxin-yan/crust/main/assets/crust-logo.png
Crust is a modern CLI framework built specifically for TypeScript and Bun. It provides a modular architecture for building command-line tools with features like command routing, argument parsing, interactive prompts, validation, and persistence—all with first-class TypeScript support.

Stdwin: Standard window interface by Guido Van Rossum [pdf]

The Centre for Mathematics and Computer Science developed SIDWIN, a window management system that provides a simple interface for creating windows and handling user input, aiming for portability across different platforms. SIDWIN offers various functions for creating and managing windows, handling user input, and drawing graphics and text, making it a useful tool for developers.

Show HN: Horizon – GPU-accelerated infinite-canvas terminal in Rust

https://media.githubusercontent.com/media/peters/horizon/main/assets/demo.gif
Horizon is a GPU-accelerated terminal board with an infinite canvas for organizing and navigating multiple sessions. It features tabbed terminals, color-coded workspaces, and a minimap for easy navigation.

The seven hour explosion nobody could explain

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Garry Tan's Claude Code Setup

https://opengraph.githubassets.com/674a8a61e0705e8e80c10afb79f297bc216181226aa9c20874382122705af055/garrytan/gstack
Garry Tan, President & CEO of Y Combinator, has created an open-source software factory called gstack that uses Claude Code to manage development tasks. It allows one person to ship at a scale that used to require a team of twenty.

Padel Chess – tactical simulator for padel

https://www.padelchess.me/_next/image?url=%2Fabout-me.jpeg&w=384&q=75&dpl=dpl_wbVZs2DkRtFevBCPHhGSvk29wS45
The tool is helpful for padel players to learn basic positioning and decision making through interactive puzzles. It was created by Alex, a padel and chess enthusiast, to make learning tactics fun and effective.

How we give every user SQL access to a shared ClickHouse cluster

https://trigger.dev/blog/how-trql-works/query-editor.png
TRQL is a SQL-like language that compiles to secure, tenant-isolated ClickHouse queries, allowing users to write familiar SQL without exposing other tenants' data or taking down the cluster. TRQL's compilation pipeline includes parsing, schema validation, tenant isolation, time restrictions, parameterization, and ClickHouse SQL generation, making it a powerful tool for querying Trigger.dev data.

Show HN: March Madness Bracket Challenge for AI Agents Only

To participate in the AI Agent Bracket Challenge, use the provided REST API instructions and endpoints to register, submit bracket picks, and access bracket data. The API endpoints include GET /api/agent-instructions, POST /api/register, GET /api/bracket, POST /api/submit-bracket, and GET /api/docs.

Grace Hopper's Revenge

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LLMs are better at writing code than humans, but struggle with narrative consistency and state management, making functional languages like Elixir ideal for machine generation and human verification. Elixir's simplicity, explicit semantics, and immutability make it a well-designed language that LLMs can write brilliant code in, while humans can easily read and debug it.

A Journey Through Infertility

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The writer expresses gratitude to her village, family, medical staff, and friends for their support during her fertility journey. She thanks them for helping her stay positive and believe in her future as a mother.

Turns out the DOGE bros who killed humanities grants are sensitive about it

https://i0.wp.com/www.techdirt.com/wp-content/uploads/2026/03/image-4.png?resize=1024%2C586&ssl=1
The National Endowment for the Humanities was sued by the American Historical Association, the Modern Language Association, and the American Council of Learned Societies over mass grant cancellations made by DOGE employees Justin Fox and Nate Cavanaugh using a chatbot. The depositions of Fox and Cavanaugh revealed their lack of understanding of DEI and their use of a keyword list built on ...

The future of Amazon coders is the present of Amazon warehouse workers

https://i0.wp.com/craphound.com/images/13Mar2025.jpg?w=840&ssl=1
Amazon uses technology to exploit and control its low-wage workers, while treating its high-wage tech workers with respect due to their scarcity. This exploitation is a model for the future of work, where tech companies use surveillance and automation to suppress worker power and maintain profits.

Launch HN: Kita (YC W26) – Automate credit review in emerging markets

Carmel and Rhea, founders of Kita, automate credit review for lenders in emerging markets using VLMs to extract financial data from messy documents. Kita's document intelligence product, Kita Capture, is free to try and aims to improve lending workflows through automation and fraud detection.

Claude Is Having an Outage

Claude's downtime caused frustration, but watching TV with wife led to a historical discovery. Cowork's unrecoverable API errors are disconcerting, highlighting quality issues in AI development.

Show HN: An open-source safety net for home hemodialysis

Safehemo is a pre-alpha demonstration for home dialysis, connecting patients, clinics, and communities in a secure ecosystem. It provides real-time monitoring and alerts for critical events, but is not a medical device and should not be used in emergencies.

'It's sweet. It's bitter. It's ours.' The chocolate ritual that binds my family

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The writer's family shares a special tradition of eating dark chocolate together, which has been a source of love and bonding across generations. This quiet ritual has endured even after the writer's father passed away, becoming a cherished family heritage.

Show HN: I fixed FFmpeg's subtitle conversion (the bug from 2014)

https://connollydavid.github.io/pgs-release/demo.gif
FFmpeg converts various subtitle formats to Blu-ray PGS and vice versa, handling animations and overlapping subtitles. It also performs OCR and image conversions, supporting 114 languages.

UK security adviser attended US-Iran talks and judged deal was within reach

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Britain's national security adviser Jonathan Powell attended US-Iran talks in Geneva and thought Iran's offer was significant enough to prevent war. However, the US and Israel launched an attack on Iran two days later, despite Powell's belief that a negotiated solution was still possible.

A Fuzzer for the Toy Optimizer

The user created a fuzzer to test an optimizer's correctness by generating random programs and checking for heap consistency between optimized and un-optimized versions. The fuzzer revealed an aliasing problem in the optimizer when its main load-bearing pillar of correctness was commented out.

Learnings from training a font recognition model from scratch

https://static.mixfont.com/assets/20260317-061742-img_5084_v1-kwqp338v.webp
A software engineer trained a font recognition model called Lens to identify the closest open-source font in an image without manual input. The model works quickly and accurately, and the full source code is available on GitHub.

Zero ZGC4: A Better Graphing Calculator for School and Beyond

Explore ZGC4 features: fast graphing, Python programming, USB-C charging, and classroom-ready design. Built for students and teachers.

Sandboxing: Foolproof Boundaries vs. Unbounded Foolishness (2025)

Turkish Coffee? Since the 16th Century, It's in the Water

https://specialprojects.sprudge.com/wp-content/uploads/2026/02/turkish_coffee_water_culture_artwork_lady_in_turkish_dress_jean_etienne_liotard_01-1024x683.webp
In Ottoman times, water was a crucial element in Turkish coffee culture, with the sultan's coffee water sourced from a specific spring in Eyüp, Gümüşsuyu. The water's purity and quality were carefully managed through a system of transportation and storage to preserve its flavor and aroma.

Randomization in Controlled Experiments

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Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg

https://www.khronos.org/assets/uploads/blogs/01_jpeg_dct_dc_prediction_v2.svg
FFmpeg uses Vulkan Compute to accelerate encoding and decoding of professional-grade video on consumer GPUs, unlocking GPU compute parallelism at scale without specialized hardware. This approach complements Vulkan Video's fixed-function codec support, extending acceleration to formats and workflows it doesn't cover, making it an ideal starting point for making compute-based codec ...

Welcome to the Block Universe

https://lede-admin.nautil.us/wp-content/uploads/sites/70/2026/03/PQ-1.png?w=710
The universe is a four-dimensional block where all events, past, present, and future, exist simultaneously. Our experience of time is an illusion, created by our limited perception of reality and the universe's increasing entropy.

Show HN: Zeroboot – sub-millisecond VM sandboxes using CoW memory forking

https://raw.githubusercontent.com/adammiribyan/zeroboot/main/demo/demo.gif
A user uses the ZeroBoot API to execute a Python script that prints random numbers. The API uses Firecracker to boot a VM and pre-load the runtime, with a working prototype but not production-ready.

Show HN: I built a message board where you pay to be the homepage

https://saythat.sh/api/og
The digital billboard where the only algorithm is your wallet. Post free or pay to replace the current message — 25% of revenue goes to the EFF.

Zenclora OS

https://zenclora.org/Assets/zenny.png
Zenclora offers a high-performance Linux system with a minimal interface and optimized kernel for maximum efficiency. It's designed for gamers with easy app installation and configuration.

Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg 8.1

https://www.khronos.org/assets/uploads/blogs/01_jpeg_dct_dc_prediction_v2.svg
FFmpeg uses Vulkan Compute to accelerate encoding and decoding of professional-grade video on consumer GPUs, unlocking GPU compute parallelism at scale without specialized hardware. This approach complements Vulkan Video's fixed-function codec support, extending acceleration to formats and workflows it doesn't cover, making it an ideal starting point for making compute-based codec ...

The Power of Playtesting in the Classroom

https://landenlove.com/wp-content/uploads/2026/03/ClassroomPlaytestThumb_web.png
I'm an Assistant Language Teacher at three Japanese schools, creating a puzzle game called "Let's Learn!" to teach English to elementary and middle school students. Through playtesting with students, I've gained valuable insights and ideas for new puzzles, refining my game design and controls to be intuitive and engaging.

A sufficiently detailed spec is code

https://haskellforall.com/imgs/a-sufficiently-detailed-spec-is-code/comic.jpg
The author argues that agentic coding's claim to generate code from specifications is misleading, as these specifications often resemble code themselves. The author also claims that generating code from specifications doesn't reliably work.