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Queueing Theory v2: DORA metrics, queue-of-queues, success-failure-skip notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•1m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
1•o8vm•3m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•4m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•17m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•20m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
1•helloplanets•22m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•30m ago•0 comments

The better you get at something, the harder it becomes to do

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2•FinnLobsien•32m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
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Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
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Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
1•basilikum•36m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•37m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
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Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
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Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
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https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•44m 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•46m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•49m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
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I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•58m ago•0 comments

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

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
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https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

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

https://github.com/thealidev/VectorVision-SVGV
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https://www.youtube.com/watch?v=b9EbCb5A408
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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•1h ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
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Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•1h 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•1h ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•1h 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•1h ago•0 comments
Open in hackernews

Can Local Contribution-Based Currencies Replace Crypto?

3•mzk_pi•6mo ago
We’re developing a P2P protocol where currency is issued and extinguished based on actual contributions and trust — not ownership, profit, or competition.

It’s designed to avoid inflation, exclusion, and market closure by structuring value around verifiable action and shared trust, not speculation.

There are no gatekeepers. No centralized evaluation. No fixed market limits.

All definitions, structural proofs, and implementation principles are open on GitHub:

GitHub: https://github.com/contribution-protocol/contribution-protocol-project

We welcome feedback from engineers, economists, and anyone interested in post-capitalist design.

This structure is already in use in a local community. Do you think local currencies might hold more promise than cryptocurrencies?

Comments

sunscream89•6mo ago
This is very fine.

I have long dreamed of how exactly all this could be of useful utility to real people and real places and real [community of] things.

I don’t know everything you have going on here, though I like what I see so far.

I have wished for similar ideas around functional communities who actually still have brick and mortar terminal interests. It’s a big leap these communities going digital, however the economies they generate within themselves could have long term “share cooperative” value.

It could be like a currency with a running exchange (cash and carry) however what it is in one part (token) a value share, and in another (non fungible) like a voting right (contributor.)

Anyways, yes, local value systems that aren’t public blockchain have a place in the world.

mzk_pi•6mo ago
Thanks! A locally-rooted value system that is not based on a public blockchain can become a gentle value-creation mechanism, tailored to the climate and culture of the region. In one community, such a system is currently being operated using analog methods, though certain management challenges have begun to surface. However, even without smart contracts, we believe the same concept can be implemented relatively simply within the community by utilizing a database.

Please also see the discussion^^ https://github.com/contribution-protocol/contribution-protoc...

nivertech•6mo ago
There are countless implementations of LETS[1] and time-based currencies[2], both physical and virtual.

None of them succeeded, except one[3] which can be used for making actual purchases at gas stations and stores in Canada.

I'm not sure what you are bringing to the table here.

---

1. https://en.wikipedia.org/wiki/Local_exchange_trading_system

2. https://en.wikipedia.org/wiki/Time-based_currency

3. https://en.wikipedia.org/wiki/Canadian_Tire_money

mzk_pi•6mo ago
Thank you for the information; I learned a lot. Regarding the LETS issue of “services not expanding,” this protocol was originally designed as an emergency disaster prevention system, so it’s fine even if a single community doesn’t expand excessively.

Time-based currency has a similar orientation. The challenges of skill value imbalance and the difficulty of sustainable operation due to declining motivation are indeed present. Each local operating organization should run a PDCA cycle to evaluate and improve, and AI-based fair evaluation support could also be effective.

The “limited scope of use” and “dependence on the issuing company” problems of Canadian Tire money are addressed in this protocol by allowing communities around the world to autonomously issue currency without relying on a single company.

We want to offer this protocol free of charge to talented engineers worldwide.

nivertech•6mo ago
> an emergency disaster prevention system

How it work during an emergency / disaster?

mzk_pi•6mo ago
In an emergency, this protocol enables people within the affected community to exchange essential goods and services such as food, disaster-prevention supplies, clothing, and medicinal herbs. Because it has functioned as one of the foundations for currency issuance and trust even in normal times, it can continue to support the production and distribution of essential goods like food if existing infrastructure is disrupted.

Even if the national currency or banking systems are down, currency issuance and circulation are managed locally, and can continue in both digital and analog forms—providing a sense of stability. This is why it can function as an emergency disaster prevention system.