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Architectures of Error: A Philosophical Inquiry into Human and AI Code

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5265751
1•camilochs•27s ago•0 comments

U.S. Department of the Treasury's AI Strategy [pdf]

https://home.treasury.gov/system/files/136/Treasury-AI-Strategy.pdf
1•Nition•46s ago•0 comments

I thought no one cared about RSS. Turns out people do. Just not RSS itself

https://frido.app/apps/lume/
1•heymadsenx•48s ago•1 comments

Atlassian Founders Lose $7.2B as Software Stocks Slump on AI Fears

https://www.bloomberg.com/news/articles/2026-02-19/software-rout-wipes-7-2-billion-off-atlassian-...
1•speckx•1m ago•0 comments

Security Update Available for Metabase

https://www.metabase.com/blog/security-vulnerability
1•soheilpro•1m ago•0 comments

Highly Bespoke Software

https://twitter.com/karpathy/status/2024583544157458452
1•tosh•1m ago•0 comments

Show HN: Single Tool – Shorten links or send files instantly

https://www.singletool.io/
1•aliakyildiz•1m ago•0 comments

Show HN: Aegis AI – The First AI Home Security Agent (GPT+Local, Mac/PC)

https://www.sharpai.org
1•simbaz•2m ago•1 comments

We hired and onboarded 3 new digital employees (OpenClaw bots)

https://www.veryfi.com/digital-employees-openclaw-bots/
2•ma-r-s•7m ago•0 comments

The End of Mail in Denmark – Who will mourn the last letter?

https://www.thedial.world/articles/news/mail-postal-service-denmark
1•TMWNN•7m ago•0 comments

People Who Won't Be Replaced by AI Are the Ones Who Outpace It

https://medium.com/@stefanvanegmond/the-people-who-wont-be-replaced-by-ai-are-the-ones-who-outpac...
2•stefanve•9m ago•1 comments

One Page of Async Rust

https://dotat.at/@/2026-02-16-async.html
1•birdculture•10m ago•0 comments

We're no longer attracting top talent: the brain drain killing American science

https://www.theguardian.com/us-news/2026/feb/19/trump-science-funding-cuts
3•mitchbob•10m ago•0 comments

Don't Repeat Yourself in Metrics Queries

https://scottnumamoto.com/dont-repeat-yourself-in-metrics-queries
1•scottnuma•10m ago•0 comments

Shafts – open-source SSH tunnel manager for macOS

https://github.com/xmstan/shafts
1•xmstan•11m ago•0 comments

Baby chicks pass the bouba-kiki test, challenging a theory of language evolution

https://www.scientificamerican.com/article/baby-chicks-pass-the-bouba-kiki-test-challenging-a-the...
1•beardyw•11m ago•0 comments

Show HN: Pokémon Booster Box Restock Alerts on Amazon

https://www.pricedropnotifications.com/pokemon-booster-box-restock-alerts.html
1•user1222•13m ago•0 comments

How Will OpenAI Compete?

https://www.ben-evans.com/benedictevans/2026/2/19/how-will-openai-compete-nkg2x
1•chmaynard•13m ago•0 comments

Childhoods of Exceptional People (2023)

https://www.lesswrong.com/posts/CYN7swrefEss4e3Qe/childhoods-of-exceptional-people
1•Kinrany•13m ago•0 comments

Bell Labs: Birthplace of Your Favorite Technology

https://www.nytimes.com/interactive/2026/02/18/technology/bell-labs-history.html
1•ripe•14m ago•0 comments

Tiny falcons are helping keep the food supply safe on cherry farms

https://insideclimatenews.org/news/22012026/michigan-cherry-farms-american-kestrel-food-safety/
2•PaulHoule•14m ago•0 comments

Tool Shaped Objects

https://x.com/WillManidis/article/2021655191901155534
1•tosh•15m ago•0 comments

Warren warns Fed, Treasury against crypto bailout

https://www.americanbanker.com/news/warren-warns-fed-treasury-against-crypto-bailout
3•petethomas•16m ago•0 comments

How to Raise Children

https://buttondown.com/monteiro/archive/how-to-raise-children/
1•colinprince•16m ago•0 comments

Ask HN: Is structured community validation a real alternative to cold outreach?

1•dmitryivanovdev•17m ago•0 comments

Stop Chasing IP Changes

https://cafe.io/
1•emrekutlu•17m ago•1 comments

Study shows colorblind subjects have difficulty judging rocking chair usefulness

https://pickipedia.xyz/wiki/Landmark_study_shows_red-green_colorblindness_correlated_to_inability...
1•jMyles•18m ago•2 comments

Flagging Policy

https://news.ycombinator.com/newsfaq.html
1•josefritzishere•18m ago•2 comments

Show HN:Edge Veda – A framework for resource-aware edge computing

https://github.com/ramanujammv1988/edge-veda
3•ram2497•19m ago•2 comments

Launch It 3 Times

https://www.anildash.com/2026/02/13/launch-it-three-times/
1•colinprince•20m ago•0 comments
Open in hackernews

Show HN: Matrix OS – An AI operating system where Claude is the kernel

https://matrix-os.com/
4•hamedmp•1h ago
Matrix OS is an AI-native operating system: self-creating, self-healing, and self-expanding.

The Claude Agent SDK is the literal kernel:

  CPU        => Claude Opus 4.6                                                                             
  RAM        => Context window (1M tokens)                                                                  
  Kernel     => Main agent + 26 IPC tools                                                                   
  Processes  => 5 sub-agents
  Disk       => ~/apps, ~/data, ~/system
  Syscalls   => Read, Write, Edit, Bash
  Drivers    => MCP servers
  IPC        => File coordination
Break something, the healer agent repairs it. Need a new capability, the OS writes its own agents and skills. Describe an app, it appears as a file you own.

The bigger vision is Web 4: OS + messaging + social + AI + identity, unified under one federated handle via Matrix protocol.

GitHub: github.com/HamedMP/matrix-os Whitepaper: matrix-os.com/whitepaper

Happy to answer questions about the architecture.

Comments

cranberryturkey•1h ago
The kernel metaphor is interesting but I think the hard questions are in the gaps between the metaphor and reality.

Real kernels have well-defined failure modes. Process crashes, OOM kills, filesystem corruption — there are decades of battle-tested recovery patterns. When your "kernel" is a language model, failure is probabilistic and often silent. The healer agent can fix a broken file, but can it detect when a sub-agent made a subtly wrong architectural decision that will cascade later?

The 5 sub-agent model maps loosely to microservices, but coordination is the part that kills you. How do you handle conflicting state when two sub-agents modify overlapping resources? File-based IPC is simple but gives you no atomicity guarantees.

Genuine question: what does the failure rate look like in practice? When you say "self-healing," is that recovering from syntax errors in generated code, or recovering from semantic failures where the agent did something technically valid but wrong?

hamedmp•1h ago
super valid concerns, but i believe all of them fixable.

true that llms are stochastic by nature, but with models like opus 4.5/4.6, the quality is just another magnitude. and all these can have live tests, giving feedback for the code written.

the "kernel" here is merely an analogy, just like how we don't care about lsp and all the details in old ide's, and just use claude code and such, the ai native os will abstract away all these details, like kernel, ...

the failure rate will depend on what type of projects you're asking and how much you're customizing your os. here is where the tests needs to be in place (and the healer jumps to fix the config format,...)