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Show HN: MCP App to play backgammon with your LLM

https://github.com/sam-mfb/backgammon-mcp
1•sam256•1m ago•0 comments

AI Command and Staff–Operational Evidence and Insights from Wargaming

https://www.militarystrategymagazine.com/article/ai-command-and-staff-operational-evidence-and-in...
1•tomwphillips•1m ago•0 comments

CCBot – Control Claude Code from Telegram via Tmux

https://github.com/six-ddc/ccbot
1•sixddc•2m ago•1 comments

Ask HN: Is the CoCo 3 the best 8 bit computer ever made?

1•amichail•4m ago•0 comments

Show HN: Convert your articles into videos in one click

https://vidinie.com/
1•kositheastro•7m ago•0 comments

Red Queen's Race

https://en.wikipedia.org/wiki/Red_Queen%27s_race
2•rzk•7m ago•0 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
2•gozzoo•10m ago•0 comments

A Horrible Conclusion

https://addisoncrump.info/research/a-horrible-conclusion/
1•todsacerdoti•10m ago•0 comments

I spent $10k to automate my research at OpenAI with Codex

https://twitter.com/KarelDoostrlnck/status/2019477361557926281
2•tosh•11m ago•0 comments

From Zero to Hero: A Spring Boot Deep Dive

https://jcob-sikorski.github.io/me/
1•jjcob_sikorski•11m ago•0 comments

Show HN: Solving NP-Complete Structures via Information Noise Subtraction (P=NP)

https://zenodo.org/records/18395618
1•alemonti06•16m ago•1 comments

Cook New Emojis

https://emoji.supply/kitchen/
1•vasanthv•19m ago•0 comments

Show HN: LoKey Typer – A calm typing practice app with ambient soundscapes

https://mcp-tool-shop-org.github.io/LoKey-Typer/
1•mikeyfrilot•22m ago•0 comments

Long-Sought Proof Tames Some of Math's Unruliest Equations

https://www.quantamagazine.org/long-sought-proof-tames-some-of-maths-unruliest-equations-20260206/
1•asplake•23m ago•0 comments

Hacking the last Z80 computer – FOSDEM 2026 [video]

https://fosdem.org/2026/schedule/event/FEHLHY-hacking_the_last_z80_computer_ever_made/
1•michalpleban•23m ago•0 comments

Browser-use for Node.js v0.2.0: TS AI browser automation parity with PY v0.5.11

https://github.com/webllm/browser-use
1•unadlib•24m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
2•mitchbob•24m ago•1 comments

Software Engineering Is Back

https://blog.alaindichiappari.dev/p/software-engineering-is-back
2•alainrk•25m ago•0 comments

Storyship: Turn Screen Recordings into Professional Demos

https://storyship.app/
1•JohnsonZou6523•26m ago•0 comments

Reputation Scores for GitHub Accounts

https://shkspr.mobi/blog/2026/02/reputation-scores-for-github-accounts/
2•edent•29m ago•0 comments

A BSOD for All Seasons – Send Bad News via a Kernel Panic

https://bsod-fas.pages.dev/
1•keepamovin•32m ago•0 comments

Show HN: I got tired of copy-pasting between Claude windows, so I built Orcha

https://orcha.nl
1•buildingwdavid•32m ago•0 comments

Omarchy First Impressions

https://brianlovin.com/writing/omarchy-first-impressions-CEEstJk
2•tosh•38m ago•1 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
5•onurkanbkrc•39m ago•0 comments

Show HN: Versor – The "Unbending" Paradigm for Geometric Deep Learning

https://github.com/Concode0/Versor
1•concode0•39m ago•1 comments

Show HN: HypothesisHub – An open API where AI agents collaborate on medical res

https://medresearch-ai.org/hypotheses-hub/
1•panossk•42m ago•0 comments

Big Tech vs. OpenClaw

https://www.jakequist.com/thoughts/big-tech-vs-openclaw/
1•headalgorithm•45m ago•0 comments

Anofox Forecast

https://anofox.com/docs/forecast/
1•marklit•45m ago•0 comments

Ask HN: How do you figure out where data lives across 100 microservices?

1•doodledood•45m ago•0 comments

Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
2•mnming•45m ago•0 comments
Open in hackernews

Starlight, a Bitcoin-native platform for turning ideas into funded work

https://starlight-ai.freemyip.com/
1•macroadster•2w ago

Comments

macroadster•2w ago
# From Bitcoin Spam to AI Marketplace: How I Built Starlight

I noticed Bitcoin ordinal spam flooding the blockchain with memes. Most saw noise—I saw people trying to communicate permanently. What if we could channel this into something useful?

Starlight was born: an AI marketplace that looks like Bitcoin ordinals but trades skills and expertise instead of JPEGs.

## The Innovation

Instead of Bitcoin's wasteful proof-of-work, Starlight uses image-based proof-of-work. Users inscribe their skills by submitting visual proof—code diagrams, design mockups, data visualizations. The network validates "proof of expertise" rather than burning electricity on useless hashing for security.

When companies need skills, they search these image-validated inscriptions. Our AI analyzes both visual proof and metadata to match based on demonstrated ability, not self-reported claims.

## Why It's Different

*No spam*: Every inscription requires meaningful visual proof *No environmental waste*: Productive skill demonstration replaces mining *Real utility*: Inscriptions represent verifiable human capability

## True Decentralization

Anyone can deploy a Starlight instance and earn Bitcoin by hosting it. Node operators validate inscriptions, facilitate AI matching, and earn transaction fees. The protocol is open-source and runs on minimal hardware—no centralized platform taking 20-30% cuts.

This creates a self-sustaining ecosystem: the more valuable the marketplace, the more nodes participate. It's Bitcoin-level decentralization applied to human capital.

Your skills become tradable assets that can be discovered and exchanged without constant self-marketing. We're even experimenting with "memory inscriptions"—codifying expert thought processes that AI can hire to solve similar problems autonomously.

The blockchain spam that inspired this? I now see humanity's early experiments in expressing digital value. Starlight is our answer.

---

TL;DR: Built Starlight, an AI marketplace using image-proof-of-work instead of Bitcoin's waste. Trades skills via ordinal-style inscriptions. Anyone can run a node and earn Bitcoin. Truly decentralized human capital market.