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NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
1•gbugniot•1m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
1•throwaw12•3m ago•0 comments

MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•3m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•4m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•6m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•9m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
1•andreabat•11m ago•0 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
1•mgh2•18m ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•19m ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•25m ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•26m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•27m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•29m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•31m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•32m ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•34m ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•37m ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•38m ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•41m ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•42m ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
3•cinusek•42m ago•1 comments

Starter Template for Ory Kratos

https://github.com/Samuelk0nrad/docker-ory
1•samuel_0xK•43m ago•0 comments

LLMs are powerful, but enterprises are deterministic by nature

2•prateekdalal•47m ago•0 comments

Make your iPad 3 a touchscreen for your computer

https://github.com/lemonjesus/ipad-touch-screen
2•0y•52m ago•1 comments

Internationalization and Localization in the Age of Agents

https://myblog.ru/internationalization-and-localization-in-the-age-of-agents
1•xenator•52m ago•0 comments

Building a Custom Clawdbot Workflow to Automate Website Creation

https://seedance2api.org/
1•pekingzcc•55m ago•1 comments

Why the "Taiwan Dome" won't survive a Chinese attack

https://www.lowyinstitute.org/the-interpreter/why-taiwan-dome-won-t-survive-chinese-attack
2•ryan_j_naughton•55m ago•0 comments

Xkcd: Game AIs

https://xkcd.com/1002/
2•ravenical•57m ago•0 comments

Windows 11 is finally killing off legacy printer drivers in 2026

https://www.windowscentral.com/microsoft/windows-11/windows-11-finally-pulls-the-plug-on-legacy-p...
1•ValdikSS•57m ago•0 comments

From Offloading to Engagement (Study on Generative AI)

https://www.mdpi.com/2306-5729/10/11/172
1•boshomi•59m ago•1 comments
Open in hackernews

Kpython – A MicroPython Sidecar for the Linux Kernel (Experimental)

https://github.com/pymergetic/kpython
8•kpython•1mo ago

Comments

kpython•1mo ago
Hi HN,

I’ve been working on a little experiment rooted in a simple "What if?": Could we embed a high-level, garbage-collected runtime directly into the Linux Kernel to act as a programmable sidecar?

The goal wasn't to replace C or Rust, but to enable rapid prototyping and dynamic logic in Ring 0 without the "edit-compile-reboot" loop.

The result is kpython. It runs a stripped-down MicroPython interpreter inside a kernel module, allowing you to pipe Python code directly into debugfs for immediate execution.

* Repo:* https://github.com/pymergetic/kpython

The "Sidecar" Concept

Think of it as a dynamic scripting layer sitting alongside your rigid kernel modules.

Rapid Debugging: Inspect kernel structures or variables interactively.

Dynamic Logic: Imagine filtering network packets with a Python one-liner like if pkt.ip.src in blocklist: drop() (Socket bindings are conceptually possible and currently WIP).

AI Integration: It opens the door for LLMs to read dmesg and suggest/apply non-destructive fixes or diagnostics live.

Technical Implementation

Porting a runtime like MicroPython to the kernel space required solving a few interesting challenges:

Memory Safety: I mapped the Python allocator to vmalloc and implemented atomic-aware wrappers to prevent sleeping in interrupt contexts.

Exception Handling: Since the kernel lacks setjmp/longjmp, I implemented a custom x86_64 assembly shim to handle Python's non-local returns (NLR) safely.

Stack Constraints: To respect the small kernel stack (16KB), the interpreter enforces a strict 12KB stack limit to catch recursion early.

Minimalism: No FPU usage, no standard libc dependencies.

Status: Experimental

This is a research prototype. Running a GC in Ring 0 comes with risks. A bug here panics the kernel. Please do not use this on production systems.

Call for Collaboration

I’ve built the core engine, but there is huge potential for specific integrations (Netfilter hooks, VFS access, etc.). If you are a kernel developer or interested in embedded Python, I’d love your feedback or PRs to help stabilize the "sidecar".

jonjacky•1mo ago
Possibly of interest: 'Linux kernel MicroPython port', last updated four years ago.

https://github.com/Jongy/micropython/tree/linux-kernel/ports...

https://medium.com/@yon.goldschmidt/running-python-in-the-li...

kpython•1mo ago
wow thank you! i'll look through itensively over christmas days :)