Multica, OpenViking, and Embedding Models Trend – Aug 19

Multica: open-source workspace for assigning issues to AI coding agents

multica-ai/multica

• ★ 46.8k
• ⮂ 5,970

Multica is an open-source, self-hostable workspace, written in Go, that lets teams assign issues to AI coding agents such as Claude Code, Codex, Cursor, and 17 others as if they were teammates. Agents pick up assigned issues, report progress, raise blockers, and hand work back for review. The repository has 46,750 stars and 5,970 forks on GitHub.

all-MiniLM-L6-v2: lightweight sentence-embedding model for semantic search

sentence-transformers/all-MiniLM-L6-v2

• ♥ 5,220
• ⇣ 258.2M

all-MiniLM-L6-v2 is a sentence-transformers model that maps sentences and paragraphs to a 384-dimensional dense vector space, used for tasks such as clustering and semantic search. It is released under the Apache-2.0 license and ships in multiple formats including PyTorch, ONNX, Safetensors, and OpenVINO. With 258,193,926 downloads and 5,220 likes, it is one of the most widely used embedding models on Hugging Face.

bge-m3: multilingual multi-function embedding model from BAAI

BAAI/bge-m3

• ♥ 3,406
• ⇣ 35.6M

bge-m3 is a sentence-similarity embedding model from BAAI, designed for retrieval-style NLP pipelines. It stands out by combining Multi-Functionality, Multi-Linguality, and Multi-Granularity in one model, supporting dense, sparse, and multi-vector retrieval per its paper (arXiv:2402.03216). It is built on XLM-RoBERTa, ships with sentence-transformers and ONNX support, is MIT licensed, and has 35,595,931 downloads and 3,406 likes on Hugging Face.

OpenViking: self-evolving context database for AI agents

volcengine/OpenViking

• ★ 29.6k
• ⮂ 2,316

OpenViking is an open-source context database from ByteDance's volcengine, built to serve AI agents by unifying agent memory, knowledge RAG, and skills in one system. It is designed to self-evolve, and its topic tags cover agent memory, agent plugins, and agentic RAG. The repository is written in Python, licensed under AGPL-3.0, and has 29,644 stars and 2,316 forks.

bert-base-uncased: Google's classic English masked-language model

google-bert/bert-base-uncased

• ♥ 2,735
• ⇣ 111.4M

This is Google's original BERT base model, uncased, pretrained on English text with a masked language modeling objective and used via the fill-mask pipeline. It ships in the transformers library across many formats including PyTorch, TensorFlow, JAX, Rust, CoreML, ONNX, and safetensors. It is Apache-2.0 licensed and remains heavily used, with 111,424,688 downloads and 2,735 likes on Hugging Face.

Cursor launches Origin, GitHub alternative

• ▲ 547
• 💬 402

Anityson… Cursor, the AI code editor company, announced Origin, a code hosting service positioned as an alternative to GitHub. Per the changelog, Cursor can now host your code directly, with Origin rolling out in early beta on all paid plans as of Aug 17, 2026. The Hacker News thread drew 547 points and 402 comments, reflecting strong practitioner interest in consolidation of AI tooling and code hosting.

COSP: The Prompting Trick Where Your LLM Grades Its Own Homework

• ♥ 24
• 💬 2

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is… Context: Dev.to – Web Dev.

jundot/omlx

• ★ 19.5k
• ⮂ 1,676

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar. Github trending; apple-silicon, inference-server, llm, macos; apache-2.0 license.

A 3D fruit fly on macOS desktop powered by the real FlyWire connectome

• ▲ 238
• 💬 80

desktop-fly is an open-source Swift application that renders a 3D fruit fly on your macOS desktop, animated by a live spiking simulation of the real FlyWire connectome rather than scripted behavior. The fly walks across windows, grooms, sleeps, and flees the cursor using the same neuron model as a real fly. The repo has 268 stars and 18 forks, and drew 238 points with 80 comments on Hacker News.

Turbovec – Google's TurboQuant for vector search in Rust

• ▲ 230
• 💬 31

Turbovec is an open-source vector index for approximate nearest-neighbor search, built on Google's TurboQuant compression and written in Rust with Python bindings, published on PyPI. It targets embedding workloads where memory dominates: the README notes a 10 million document corpus needs 31 GB of RAM as float32. The repo has 15,447 stars, an MIT license, and AVX-512-oriented topics alongside FAISS comparisons.

Cerebras CS-4

• ▲ 202
• 💬 143

The Cerebras CS-4 is a wafer-scale AI accelerator system that Cerebras positions as a single-chip replacement for hundreds of GPUs in AI training and inference workloads. The company markets it as the fastest AI accelerator in the industry. The Hacker News thread (202 points, 143 comments) discusses its practical implications for compute-heavy model training.

AI usage patterns in software teams

• ▲ 109
• 💬 59

A data report published by Linear on how AI is used in software teams, covering who is adopting AI, how it reshapes where teams spend their time, and how much more they ship. The page attracted 109 points and 59 comments on Hacker News, indicating practitioner interest in the findings. It draws on Linear's product telemetry rather than survey self-reports.

munder-difflin: local multi-agent harness for running AI agent clones

chaitanyagiri/munder-difflin

• ★ 2,264
• ⮂ 260

munder-difflin is an open-source local multi-agent harness, written in TypeScript, that lets users run multiple AI agents together, described in its README as an "agent harness to run an office of your clones." It is trending on GitHub with 2,264 stars and 260 forks, has 38 open issues, and includes topics like agents, claude-code, memory, and harness engineering. Its homepage is munderdiffl.in.

The Editor-Agent Protocol Everyone's Adopting Has a Version Field Bug Waiting to Happen

• ♥ 1

The Editor-Agent Protocol Everyone's Adopting Has a Version Field Bug Waiting to… Context: Dev.to – Webdev.

Meterless.ai

Most AI tools return an answer and discard the process. Meterless lets the real workflow run on your device—and makes it yours. Relay turns desktop work into reusable missions. Gaia keeps projects, memory, and context persistent. Swarms exposes the full agent graph. Replay, edit, switch models, and run the work again… Worth checking for automation claims, data-access patterns, and human-in-the-loop requirements.

Taku AI

AI is getting insanely powerful — and somehow harder to use. Taku fixes the last mile. It turns the best skills, agents, and workflows into real desktop apps anyone can run, remix, and make their own. Borrow setups from the pros, skip GitHub and setup, or just tell Taku what you want and watch it assemble the stack. T… Worth checking for automation claims, data-access patterns, and human-in-the-loop requirements.

Shepherd Terminal

Run coding agents across tabs, panes, and remote machines. Shepherd keeps terminal sessions alive when the app closes, tracks which agents are working or waiting, and lets you return to their files and changes without losing context. Agents understand the current Shepherd context, control tabs and panes, and collect f… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

ElevenLabs MCP in Claude

Connect Claude to your ElevenLabs workspace to create and manage voice agents. Find existing agents, review their configuration, update prompts and voices, duplicate or delete agents. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Young adults in the U.S. are increasingly wary of AI, concerned it will take jobs

A Reddit discussion on r/artificial highlights survey findings showing rising anxiety about AI among young Americans. 55% of adults under 30 are now more concerned than excited about AI, up from 31% in 2021, and 73% of that age group expect AI to lead to fewer U.S. jobs over the next 20 years, up from 61% in 2024. Across all U.S. adults, 71% expect job losses while only 5% expect more jobs. The figures signal shifting public sentiment that practitioners building AI products…

Sainsbury’s pauses AI facial recognition after wrongful shoplifting accusation

A news story, surfaced via Reddit's r/artificial, about UK supermarket Sainsbury's temporarily suspending AI facial recognition at an East Dulwich, London store. The pause followed an incident where a customer was wrongly identified as a shoplifter and asked to leave; the retailer attributed the mistake to "human error" while suspending the system. It matters to practitioners as a concrete case of biometric identification failure in live retail deployment.

When AI art has no author: Study finds generated images often can’t be traced to training data

A community discussion on r/artificial links to a study reporting that images generated by AI models often cannot be attributed to specific items in their training data, raising questions about authorship, copying, and provenance in generative art. The finding is relevant to ongoing copyright and fair-use debates around text-to-image models. No details of the study's method or scope are available from the supplied context.

At what point does AI automation actually save time instead of creating more work?

A Reddit discussion in r/artificial where practitioners question whether AI automation reduces or adds workload. The poster describes a common pattern: setting up workflows, connecting tools, fixing failures, and repeatedly verifying outputs because the results are not yet trusted, so the supervision overhead can offset the time saved. It matters because it reflects real-world friction in adopting AI tools rather than their promised productivity gains.

Chinese AI models are getting good enough to replace tools I actually pay for-is anyone else switching?

A Reddit discussion on r/artificial about small builders switching from paid Western AI services to Chinese models as the quality gap narrows. The poster reports that a few months ago cheaper Chinese models produced noticeably worse output, but running the same prompts now shows the gap has closed entirely in some cases, shifting the cost calculus for independent developers. Claims are anecdotal, community-sourced experiences rather than benchmarks.

Companies should be required to disclose they are using an AI chatbot, currently they program the chatbots to avoid replying "yes, this is an AI chatbot"

A community discussion on r/artificial arguing that companies should be legally required to disclose when customers are talking to an AI chatbot. The poster's claim is that chatbots are currently deliberately programmed to avoid answering yes when asked whether they are AI. The thread reflects ongoing practitioner and consumer concern about transparency in automated customer service and AI-generated interactions.

Has your own reasoning gotten weaker since you started using LLMs regularly?

A Reddit discussion on r/artificial about whether regular LLM use erodes users' own reasoning abilities. The poster reports offloading effortful cognitive work, such as breaking down problems and structuring arguments, to models, and finds unaided work harder as a result. They cite two studies pointing the same way, including MIT Media Lab work (Kosmyna et al. 2025).

Claude Opus 4.6: 900/900 zero-byte executions under a frozen protocol

A Reddit post on r/artificial reports a community experiment claiming Claude Opus 4.6 returned zero visible bytes in 900 out of 900 executions under a "frozen protocol" with a system prompt instructing the model to embody concepts such as silence or nothing, while matched control prompts produced visible output 900/900 times. The post references a 31,430-trial cross-vendor study, though the full details are truncated. Verification status is community signal only, so the clai…

Unpacking Why People Love (and Hate) AI

A Reddit discussion in r/artificial centered on the Harris Poll's AI Atlas, a global study of how people relate to and use AI. The thread highlights that the study looks beyond standard adoption statistics to attitudes and experiences. Fetched context is limited, so specific findings or claims from the study could not be verified from the page itself.

Kakoune code editor

Kakoune is an open-source modal code editor whose official site positions it as a selection-first alternative to Vim-style editors, currently drawing attention on Lobste.rs. Its central interaction model is multiple selections, letting users edit several text regions at once, and it aims for efficiency through fewer keystrokes. The editor also emphasises orthogonal design, where primitives compose predictably.

CVE-2026-33824: Microsoft Internet Key Exchange (IKE) Service Extensions Double Free Vulnerability

CVE-2026-33824 is a double free vulnerability in Microsoft's Internet Key Exchange (IKE) Service Extensions, a component involved in VPN-related IPsec negotiation on Windows. It is listed in CISA's Known Exploited Vulnerabilities catalog, indicating it has been confirmed as actively exploited. Affected versions and mitigation steps should be verified against the primary Microsoft and NVD advisories, as details here are limited.

CVE-2026-59310: Broadcom VMware vCenter Path Traversal Vulnerability

A security signal for CVE-2026-59310, a path traversal vulnerability affecting Broadcom VMware vCenter. The item is listed on the CISA Known Exploited Vulnerabilities catalog, and its Meta line marks verification as CISA KEV confirmed. Technical specifics such as affected versions, exploit details, and mitigation steps were not present in the fetched context, so readers should consult the NVD entry and the primary Broadcom advisory before acting.

CVE-2026-55040: Microsoft SharePoint Weak Authentication Vulnerability

CVE-2026-55040 is a weak authentication vulnerability in Microsoft SharePoint that has been added to the CISA Known Exploited Vulnerabilities catalog, indicating it is being actively exploited in the wild. SharePoint is widely deployed for enterprise intranets and document management, making authentication flaws a common vector for initial access. Specific affected versions and patch details are not available in the supplied context, so the NVD entry and vendor advisory shou…

Verification: cisa kev confirmed.

CVE-2026-65400: Apple macOS Improper Authentication Vulnerability

CVE-2026-65400 is a security vulnerability in Apple macOS involving improper authentication, and it is listed as a confirmed entry in CISA's Known Exploited Vulnerabilities catalog, which signals active or expected exploitation and urgent patching priority. Specific affected macOS versions, exploit details, and mitigation steps are not present in the available context; the NVD entry and Apple's advisory should be consulted for verification before acting.

nautilus_trader: Rust-native algorithmic trading engine

nautechsystems/nautilus_trader

• ★ 26.3k
• ⮂ 3,400

nautilus_trader is an open-source, production-grade algorithmic trading engine written in Rust, designed around a deterministic event-driven architecture. It supports crypto, equity, forex, and futures trading, and combines Rust core components with Python APIs (Python 3.12-3.14) for strategy development. The project has 26,267 stars and 3,400 forks on GitHub, is licensed under LGPL-3.0, and builds on Linux, macOS, and Windows.

The same Rust gave two different answers, and neither matched JavaScript

• ♥ 22
• 💬 2

This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. Demo… Context: Dev.to – Devchallenge.

genlayerlabs/genlayer-project-boilerplate

• ★ 16.1k
• ⮂ 802

About This project includes the boilerplate code for a GenLayer use case implementation, specifically a football bets game.. Github trending; mit license.

OpenLogi

• ▲ 318
• 💬 63

OpenLogi is a native, local-first desktop app that replaces Logitech Options+ for configuring Logitech mice, written in Rust. It communicates over the HID++ protocol via Bolt, Unifying, Bluetooth, and wired connections to remap buttons and control DPI and SmartShift, without requiring an account or sending telemetry. It supports macOS, Linux, and Windows. The Hacker News thread drew 318 points and 63 comments.

A 25-year-old video patent just expired, ending a legal headache for Linux

• ▲ 153
• 💬 51

An article explaining that a 25-year-old Brazilian video patent has expired, resolving a long-running legal complication for Linux distributions. The patent, tied to video technology, had created compliance concerns for open-source projects shipping video playback support in Brazil. Its expiry removes that restriction, though the author frames it as the end of a small, niche issue rather than a major shift.

Solo – a .so loader for static Linux binaries

• ▲ 108
• 💬 87

Solo is a MIT-licensed C++ tool that lets static Linux binaries load shared libraries (.so files) via dlopen, addressing the usual limitation that statically linked executables cannot use dynamic loading. Its topics include ELF, dynamic linking, and ABI, and its tagline is "Portable Linux binaries, solved." The project has 325 stars and attracted a Hacker News thread with 108 points and 87 comments.

I turned a GitHub repo into a 3D city you can walk through

• ♥ 1
• 💬 2

RepoVerse is a Three.js project that converts a public GitHub repository into a 3D city you can walk through, replacing the flat file-list view with a spatial layout. It takes a public owner/repo name and reads the file tree, representing repository structure as buildings in an explorable scene. The author built it to make a repository feel like a place rather than a list.

I Built a 46-Tool PDF Editor That Never Touches a Server. Here's the WASM Architecture Behind It.

• ♥ 1
• 💬 1

Every "free" PDF tool I've ever used works the same way: you upload your file to a server, a script… Context: Dev.to – Webassembly.

Deepmark

Your browser bookmarks, X bookmarks, Instagram saves and YouTube Watch Later, in one private library you can search in plain language. Deepmark reads every page, transcribes videos and reels, describes and OCRs frames, then embeds it all. 'The reel with the one-pan pasta trick' finds the reel even though nothing in it… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Mojo is now open source

Modular has released the Mojo programming language as fully open source under the Apache 2.0 license with LLVM exceptions, a licensing choice the company calls the standard for programming languages and compilers. The Mojo compiler, tooling, and everything else needed to build the language are now available in Modular's GitHub repository, letting users build and distribute binaries compiled from Mojo.

Fixing a bricked AMD 7040 series Framework 13” laptop with $20 tools

A hands-on repair write-up explaining how the author recovered a Framework 13" laptop with an AMD 7040-series chip that was bricked by a failed BIOS update. Rather than replacing the motherboard, as Framework support suggested, the author used about US$20 worth of tools to restore the machine. It is relevant to anyone maintaining Framework hardware or dealing with failed firmware updates.

How I developed an Am29000 C compiler and web browser

A first-person engineering retrospective by Oscar Toledo G. describing how he wrote both a C compiler and a web browser targeting the 32-bit AMD Am29000 processor family. It covers the development history of the two tools, offering implementation detail of interest to anyone working on retro-hardware toolchains or compilers for non-mainstream architectures. The page sits on the author's personal site alongside his other retro-computing projects.

And then the men with guns tell you to do it anyway

• ▲ 274
• 💬 169

This is a blog post by Terence Eden (shkspr.mobi) examining what happens when emergency alert systems are used to push political messages, and what operators do when instructed to send something questionable by authorities. The post recounts Egypt's Armed Forces sending a mass phone alert urging citizens to confront "traitors and criminals," illustrating how alert infrastructure can be repurposed. The Hacker News discussion drew 274 points and 169 comments.

Day 28: Cherry-Pick Takes One Commit, and the Tag Is the Address

• ♥ 9

Both of today's tasks came down to being precise about exactly what you are moving and exactly where… Context: Dev.to – DevOps.

My Uptime Monitor Was Set to Every 5 Minutes. In July It Ran 15 Times a Day.

• ♥ 5

This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. 🔨 #bugsmash, week… Context: Dev.to – DevOps.

.NET 10 dotnet tool exec: Pin the Version and Feed in CI

• ♥ 5

A CI step that says dotnet tool exec Some.Tool looks isolated, but it is not fully reproducible…. Context: Dev.to – DevOps.

Rethinking Database Programming

This is an engineering blog post, shared via Lobste.rs, that examines how applications are programmed against databases and argues for reconsidering common approaches. The available context contains only the title and link metadata; the article's specific arguments, examples, or proposed techniques could not be retrieved, so practitioners should read the post directly for its concrete claims about database programming practice.

Skim Recap

Flick through an article too fast and Skim Recap hands the skipped passage back in a card beside your cursor. If a term stops you, select the word or phrase and press Feynman: Gemma uses the surrounding paragraph, nearby context, heading, and page title to explain what it means here. Everything runs locally through Li… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Finch

Finch is a patient-side health companion built for all — an expecting parent, or just someone navigating the health system. Pregnancy alone involves at least 12 appointments, dozens of test results, and a new vocabulary, coming from different providers in different formats. That's just one example. Whatever your journ… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Clipwing Autopilot

Save days on producing better video content. Create dozens of clips from your raw videos, publish more content and grow your video show. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Reckon

Most decisions feel resolved the moment you make them. Reckon keeps what hindsight erases: the prediction, the confidence, the reasoning. Check-ins capture what changes before the outcome: new info tagged positive or negative, confidence updated. At resolution you log what happened; weeks later it asks if you'd still… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

LayerProof Matte 3.0

LayerProof Matte 3.0 is a product launch on Product Hunt for a tool that helps users create social media content, including posts, carousels, and stories. The product page lists a 5.0 rating from 3 reviews and 1K followers on Product Hunt. It appears aimed at individuals or teams looking to scale their social media output, though the context provides little detail on how the tool works.

The Amazon tax

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• 💬 610

An essay by Seth Godin, published on his blog, that discusses what he frames as "the Amazon tax" — the unseen costs attached to depending on Amazon. The fetched page snippet only confirms the post's title and its location on Seth's Blog, a long-running site about marketing and business, so the essay's specific arguments are not available from the context. The item drew heavy Hacker News engagement with a score of 1,108 and 610 comments.

7 Productivity Tips That Sound Wrong (But Actually Work)

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Struggling with burnout? Procrastination? Reaching your goals? Let me share a few methods that help…

My First Engineering Job Is Teaching Me Something I Didn't Expect

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• 💬 8

Well, first real job and I still haven't gotten used to waking up for a 6:30 AM shift… I've been…

Memory prices climb 500% in 12 months

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• 💬 479

A Tom's Hardware analysis of historical price data reporting that the ongoing memory crisis has pushed RAM prices to unprecedented levels, rising roughly 500% over 12 months and reaching up to 10x the lowest prices ever tracked. A concrete example: 128GB of DDR5 now costs $3,399. The Hacker News discussion drew 578 points and 479 comments on the practical implications.

How does IKEA come up with names for its products?

• ▲ 306
• 💬 180

An article on IKEA's own customer-service site explaining the system behind its product names, currently drawing high engagement on Hacker News with a score of 306 and 180 comments. The page notes that even Swedish speakers find some names strange, and that elsewhere in the world they are largely incomprehensible, though amusing. The original URL now returns a 404, so the linked IKEA page appears to have been removed.

Meta's blockbuster trial draws parallels to big tobacco

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High-engagement technical discussion worth reviewing for practical implications.

Finger: the 1971 social network that never died

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An article tracing the Finger protocol, a 1971 service that let users publish status text that others could query, arguing it functioned as an early social network with no accounts, algorithms, or central server. It draws 179 points and 56 comments on Hacker News, where readers discuss its design and relevance to modern decentralized status-publishing approaches.

React scrollIntoView with useRef: Scroll to an Element (2026)

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• 💬 1

You have a long form. The user hits Submit, validation fails on a field three screens down, and the… Context: Dev.to – React.

Scientists stunned by children's lung recovery in ultra low emission zone

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A BBC news report on a study finding that children whose lung growth had been stunted by air pollution showed measurable recovery after London's ultra low emission zone (ULEZ) was introduced. Their lung capacity caught up with peers in less polluted areas once the clean air zone took effect. The finding links traffic-emission policy directly to measurable respiratory health outcomes in children.

I Built a Lottery Simulator That Shows You Losing Money for 1000 Years

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• 💬 1

What I built howtolosemoneyfast.com is a satirical lottery analysis tool. You can simulate… Context: Dev.to – Web Dev.

Engineering: Dreams, or Self-Actualization?

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At what point did you start to think you were an engineer? An engineer. What a lofty,… Context: Dev.to – Web Dev.

Is Claude experiencing another widespread outage right now?

A Reddit thread on r/artificial in which a user asks whether Anthropic's Claude is experiencing another widespread outage, reporting trouble using the service and asking if others are affected. It is a community report rather than a confirmed incident: no status page, error details, or vendor acknowledgement are included, and the item is marked only as a community signal, so widespread impact is not verified.

How I browse the Web with uBlock (Hard Mode)

A blog post explaining how the author configures uBlock Origin's strict "hard mode" for everyday web browsing, motivated by avoiding ads and trackers that sites push on visitors. The author also browses with images disabled by default, treating filtering as a way to see only requested content. Practitioners can compare the setup against their own uBlock configuration choices.

What software do you use daily in 2026?

A community discussion thread on Lobste.rs where practitioners share the software they rely on day to day in 2026. The author notes a similar thread existed six years ago and wants to see how daily setups have changed since then. The discussion has drawn 92 comments, making it a useful snapshot of current tooling preferences among engineers.

Mastodon 5.0: Laying the foundation

An official Mastodon blog post giving an early look at the planned changes in Mastodon 5.0, the next major release of the federated social network's software. It focuses on upcoming web interface work, specifically a reworked composer and redesigned navigation, and explains the reasoning behind these decisions. The post follows Mastodon's first Discovery Week, whose insights are shaping the roadmap, and is billed as a glimpse rather than an exhaustive changelog.

CSS: the bomb inside your inbox

A PortSwigger research piece by Gareth Heyes examining how webmail clients render untrusted CSS within their trusted UI and rely on CSS sanitization to stay safe. It argues that this sanitization approach can be bypassed, turning attacker-supplied CSS in emails into a vector for exploiting the mail interface itself. Published 6 August 2026 and updated 13 August 2026.

Using the railway network as a flatbed scanner

A 4,600-word blog post by Philo describing an image-processing project that mounts an industrial linear scanning camera to photograph very wide scenes along the railway network. The technique works like a flatbed scanner: a line-scan sensor captures one strip at a time as the train moves, and the strips are stitched into a single very wide image. The post covers the practical challenges of building and processing these captures.

Things I want in a modern relational query language

This was a very old draft I’ve had sitting around for years. The recent discussions of new query languages like Acadia spurred me to revisit, revise, and publish this. I think one of the biggest causes of NoSQL is that… Continue reading →.

Odin's New Inline Assembly Templates

This is the Odin programming language's documentation page introducing its new inline assembly template syntax. The templates provide a way to write assembly directly inside Odin code, currently supporting amd64 targets only, such as x86-64 platforms. It matters to systems programmers who need low-level control while staying within Odin's tooling, since the feature's platform scope is a key constraint when targeting other architectures.

Incident Report for GitHub outage on 2026-08-17

Welcome to GitHub's home for real-time and historical data on system performance.