Inkling: Our Open-Weights Model

https://thinkingmachines.ai/news/introducing-inkling/images/cover-social-inkling-post.png
The company released Inkling, a 975B-parameter Mixture-of-Experts model with 41B active parameters, supporting text, images, audio, and video, alongside Inkling-Small (12B active) for efficient customization via Tinker. Trained on 45T tokens, Inkling offers controllable reasoning, safety features, and is available on platforms like Hugging Face and Tinker, with partnerships for deployment and ...

SQLite should have (Rust-style) editions

SQLite is praised for its embedded use and self-contained design but faces challenges with ROWID reuse, flexible typing leading to data validation issues, and concurrency limitations. Solutions like strict tables, WAL mode, and an edition system for updated defaults are proposed to address these issues while maintaining compatibility.

Grok Build is open source

https://camo.githubusercontent.com/18491fb1cc6b8790b3f3b2d8cec5af377b6317da104e238e3b67777114ca9b71/68747470733a2f2f6d656469612e782e61692f76312f776562736974652f756e6976657273652d7475692d73637265656e73686f742d36663761303833372e706e67
Grok Build is SpaceXAI's terminal-based AI coding agent with a TUI for codebase interaction, file editing, shell commands, and task management, supporting macOS, Linux, and Windows. It uses Rust, offers CLI installation, and is Apache 2.0 licensed with third-party notices.

Metal-Organic Frameworks, Chemistry's New Miracle Materials

https://chemistry.berkeley.edu/sites/default/files/styles/width_400/public/yaghi_photo_hanschen.png?itok=eoCLU7nD&timestamp=1537464681
Metal–organic frameworks (MOFs), ultra-porous materials with vast surface areas, excel at trapping gases, harvesting water from arid air, and delivering drugs. Pioneered by Omar Yaghi, they offer scalable, solar-powered solutions for water scarcity, carbon capture, and medicine, with over 20,000 variants now enabling diverse environmental and medical applications.

Governments, companies, nonprofits should invest in free, open source AI [pdf]

The article reflects on the 1980s shift from proprietary to open-source software, crediting Richard Stallman's advocacy for free knowledge-sharing as foundational to tech progress. It warns that AI's increasing closure risks stifling innovation and transparency, urging open access to models and data to preserve scientific and societal advancement.

LLM Networking with MikroTik

The author uses LLMs to streamline MikroTik network setups, leveraging their efficiency while cautioning against errors, and shares tips like REST API use, CAPsMAN, and MAC-Telnet for smoother, version-controlled configurations. Networking's complexity is acknowledged, balancing LLMs' chaotic help with meticulous testing and documentation.

Stripe and Advent have made a joint offer to acquire PayPal – sources

Please enable JS and disable any ad blocker

Nul Characters in Strings in SQLite

SQLite permits NUL characters in strings but CLI tools truncate output at the first NUL, causing confusion. Use BLOB casting or SQL expressions to detect/remove embedded NULs.

Book prizes don't work how you think

https://substackcdn.com/image/fetch/$s_!dlI4!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a4f822-5202-45e6-9c34-b7f4b8b1fed2_1816x1211.jpeg
Rebecca Makkai reveals book prize judging relies on small, subjective panels with no hidden agendas, emphasizing randomness, personal taste, and the emotional weight of decisions. The process, shaped by limited reading time and chance, impacts authors' careers while defying myths about bias or secret criteria.

Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU

https://www.neomindlabs.com/images/we-taught-a-dead-server/gemma4-running.png
A 13-year-old HP server with Ivy Bridge Xeons runs Google's 26B-parameter Gemma 4 model at ~5 tokens/second via CPU-optimized code, overcoming AVX2 instruction set limitations with custom patches. The project highlights adapting modern AI to legacy hardware through engineering, not just subscriptions, enabling local inference on outdated systems.

Show HN: One More Letter

One More Letter is a daily word game where every round adds one letter and rearranges them into a new answer.

Duskers, the scary command line game, is getting a sequel

https://substackcdn.com/image/fetch/$s_!WCka!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5671ee64-5699-42fa-a082-fdafa84bea18_1052x894.png
Misfits Attic announced *Duskers 2.0*, funded by Max McGuire’s Stray Signal, during PC Gamer’s event, expanding the survival game’s narrative with moral choices and deeper gameplay. EGG’s community-driven funding model, supporting indie developers like Tim through prototypes and partnerships, highlights a new era of collaborative game development.

Command Line Interface Guidelines

https://clig.dev/CLIG-social-card.jpg
This open-source guide modernizes UNIX principles for CLI design, focusing on human-centric usability, composability, and clear documentation. It provides actionable best practices for intuitive interfaces, error handling, and output formatting to improve accessibility and efficiency.

The Anti-Mac User Interface (1996)

https://media.nngroup.com/media/editor/2012/12/11/anti-mac-fig1.gif
The article explores alternative human-computer interfaces by violating Macintosh design principles, arguing that metaphors like the desktop limit innovation. It advocates for interfaces leveraging language, richer object representations, and shared control to transcend conventional WIMP models.

Brainless: Shadcn components that look like Claude Code, Codex and Grok

https://brainless.swerdlow.dev/opengraph-image?234ed435f7768d62
Claude Code, Codex, and Grok interfaces as shadcn components.

Voxatron

https://www.lexaloffle.com/gfx/g_boom.gif
Enter your email address below, choose a payment method, and you will be emailed a download link. Purchasing Voxatron also gives you access to all future updates. If you have any trouble, please feel free to email us.

Prioritize mental health, and why communication is so important

Struggling with severe depression and career setbacks, the user acknowledges personal challenges in motivation and discipline, now focusing on healing with support. They seek stability, improved work discipline, and meaningful contributions while navigating mental health.

Mysteries of Telegram Data Centers (2022)

Show HN: Firefox in WebAssembly

https://developer.puter.com/labs/firefox-wasm/logo.webp
The Gecko engine compiled to WebAssembly. The real Firefox interface, rendering entirely inside this browser tab. GPU acceleration WebGL-based rendering for web content. Enable JIT Experimental JS → WASM JIT. Expect bugs. Wisp server WebSocket proxy that tabs load web content through. Networking in the browser powered by Puter.js

Job queues are deceptively tricky

The author explores job queues' scheduling complexities, comparing wholesale vs. incremental Git repo repacking strategies and concurrency limits. They emphasize system design principles like limits, fault models, and pessimistic assumptions to build resilient, predictable workflows.

Collection of Digital Clock Designs

Designing APIs for Agents

https://www.freestyle.sh/people/ben-swerdlow.jpg
Designing APIs for agents prioritizes clarity, explicitness, and precise error handling over human-centric utilities, as agents require unambiguous documentation and direct code interpretation to function effectively without relying on defaults or abstractions. The author advocates for minimalistic, self-explanatory APIs with explicit field names and comprehensive guides, emphasizing that ...

Artie (YC S23) Is Hiring Software Engineers

https://app.ashbyhq.com/api/images/org-theme-logo/7a79f991-1016-45e2-b484-7db5794bea7e/1d23f391-33ca-4159-9d94-dee23befecd7/d9b08f72-709f-45b4-abe6-4896bd9fd4d1.png
Artie Jobs

P2P local file transfer based on WebRTC

Instantly share images, videos, PDFs, and links with people nearby. Peer2Peer and Open Source. No Setup, No Signup.

Show HN: E-- – A language you dial between English and Python

https://opengraph.githubassets.com/a28c1db5adcc6f12bc4237ae7c862ef52d5c54953a29d8827ef62e70f23cac74/frmoded/e--
A programming language you write in plain, canonical English — and that compiles deterministically to Python. E-- ("English--") is English with the ambiguity removed: a closed grammar and a fixed vocabulary, with exactly one canonical phrasing per construct. It is meant to read and edit like English while still compiling to ordinary, reproducible Python. LLM-generated code is fuzzy at ...

MITS: Rockets, Calculators, and Personal Computers

https://substackcdn.com/image/fetch/$s_!_p60!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd862bf9-fee6-4dd2-9628-98dda6e854c5_1206x1760.png
Henry Edward Roberts founded MITS and created the Altair 8800, the first successful personal computer, which sparked the PC revolution and inspired Microsoft and the S-100 bus standard. His vision and innovations laid the groundwork for modern computing, though he later pursued farming and medicine as originally intended.

Show HN: misa77 - a codec that decodes 2x faster than LZ4 (at better ratios)

https://raw.githubusercontent.com/welcome-to-the-sunny-side/misa77/main/misc/lzbench-results-archive/0.2.0/speedup_vs_lz4.png
misa77 is an LZ-based codec optimized for write-once, read-many scenarios, offering constant memory use (<5 MB) and faster decompression for highly compressed files, with experimental modes enhancing CPU efficiency. It balances compression ratios and throughput, excelling in decode speed for compressible data while supporting CLI-driven compression and parameter tuning.

Towards a harness that can do anything

https://eardatasci.github.io/c/ambiance/harvey.jpg
The author advocates for transparent, Unix-inspired LLM harnesses that minimize cognitive load by leveraging the model's existing systems knowledge, modular tools, and event-driven architectures like Ambiance to enable efficient, self-directed agent workflows. Key principles include deterministic goal pursuit, flat text interfaces, structured data storage, and robust logging to ensure ...

Today I Rescued 7,234 Old GIFs

https://bcdn.danq.me/_q23u/2026/07/Screenshot-2026-07-10-at-13.42.44-640x224.png
GlitchyZorua and I automated archiving Ibiblio's 1990s GIF icons by calculating server-side imagemap coordinates for bulk downloads, bypassing manual clicks. We built a searchable static site (ibiblio-icon-archive.danq.dev) to preserve and share the collection.

Sleep regularity is a stronger predictor of mortality risk than sleep duration (2023)