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AI readability score for your documentation

https://docsalot.dev/tools/docsagent-score
1•fazkan•1m ago•0 comments

NASA Study: Non-Biologic Processes Don't Explain Mars Organics

https://science.nasa.gov/blogs/science-news/2026/02/06/nasa-study-non-biologic-processes-dont-ful...
1•bediger4000•4m ago•1 comments

I inhaled traffic fumes to find out where air pollution goes in my body

https://www.bbc.com/news/articles/c74w48d8epgo
1•dabinat•4m ago•0 comments

X said it would give $1M to a user who had previously shared racist posts

https://www.nbcnews.com/tech/internet/x-pays-1-million-prize-creator-history-racist-posts-rcna257768
1•doener•7m ago•0 comments

155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
2•tjwebbnorfolk•11m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
2•jbegley•15m ago•0 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•18m ago•0 comments

Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
1•dallen97•22m ago•0 comments

Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
2•PaulHoule•23m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
2•y1n0•25m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
1•tolerance•25m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•25m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•27m ago•0 comments

Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•31m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•32m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•36m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•37m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•38m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
4•bundie•43m ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•44m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•49m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•49m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
4•calebhwin•50m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•55m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•1h ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•1h ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•1h ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
3•rolph•1h ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago•3 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•1h 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.