frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

Show HN: Btfy – a blockchain that uses weather observations

https://github.com/kotagit75/btfy
2•yuzu_mikan•1h ago
Hi HN,

I built Btfy, an experimental blockchain that uses weather observations as a source of unpredictability for consensus

The motivation is simple. Proof of Work generates uncertainty by performing computations. I wanted to explore whether we could obtain some of that uncertainty from the real world instead.

Btfy combines weather observation data with a Verifiable Delay Function (VDF):

Weather Observation Data -> VDF -> Block -> Hash Chain

In the current implementation, observation data is collected from multiple locations, a VDF is computed, and the result is used to generate a block. Furthermore, because each block depends on the hash of the previous block, making it difficult to replay previously observed weather data to construct an alternative history.

This is strictly an experimental project and not a production-ready consensus protocol. I am particularly interested in the security assumptions here: specifically, how much uncertainty weather observation data can actually provide, how an attacker might manipulate or predict the beacon, and whether the VDF plays a meaningful role in this design.

Btfy is still a very early-stage project and requires various forms of validation. However, I hope this sparks exploration into the possibilities of new blockchains based on real-world information. I would love to hear your feedback.

Thanks!

Comments

yuzu_mikan•47m ago
I would especially appreciate your feedback on the security assumptions of this design.

How much unpredictability can meteorological data actually provide?

All constructive opinions are very welcome.

Include "Build.h"

https://includebuild.com/
1•rurban•12m ago•0 comments

Show HN: Tone Generator

https://soundtonegenerator.com/
1•artiomyak•15m ago•0 comments

Should You Marry Her?

https://acotra.substack.com/p/should-you-marry-her
2•kqr•18m ago•0 comments

An old-new take on argument parsing in Rust

https://jmmv.dev/2026/07/hello-getoptsargs.html
2•birdculture•20m ago•0 comments

Police in the US are making their own true crime podcasts

https://www.bbc.com/news/articles/cpw9q0ekd9eo
3•1659447091•22m ago•0 comments

Idle Murpg – Miracle Mu – Immortal Legends

https://idle-murpg.com
2•Kunstnebel•26m ago•0 comments

IBM i (OS/400) the Database Operating System

https://osadmins.com/en/ibm-i-os-400-the-database-operating-system/
2•naves•29m ago•0 comments

DeepSeek's Theory of the AI Gap

https://hellochinatech.com/p/deepseek-liang-wenfeng-transcript
2•sbmthakur•31m ago•0 comments

Towards Designing an Execution Control System with Metastability Resilience

http://muratbuffalo.blogspot.com/2026/08/towards-designing-execution-control.html
1•matt_d•32m ago•0 comments

AI labels to be compulsory on authentic-looking content under EU rules

https://www.theguardian.com/technology/2026/jul/31/ai-labels-to-be-compulsory-on-authentic-lookin...
4•tosh•33m ago•1 comments

Ask HN: How do you make people notice the cameras watching them?

1•bogomil•35m ago•0 comments

Show HN: Galda – Come back to Claude Code/Codex without digging through Git

https://galda.app/
1•masa1992•36m ago•0 comments

I don't recommend Tailwind CSS

https://en.andros.dev/blog/af3ee191/why-i-dont-recommend-tailwind-css/
4•andros•38m ago•0 comments

Australia's social media ban has failed

https://www.reuters.com/legal/litigation/australia-defends-teen-social-media-ban-after-study-show...
10•BlueBerry2001•41m ago•4 comments

Show HN: An SDK to build apps for Kobo eReaders

https://github.com/BandarLabs/Cobalt
2•thepoet•42m ago•0 comments

MUD as AI Evaluation and LLM-judge distortion in ways aggregate κ misses

https://www.lesswrong.com/posts/GPbWyHgx9hCLMdAjc/mud-as-ai-evaluation-and-llm-judge-distortion-i...
3•joozio•45m ago•0 comments

Agent4Lease

https://agent4lease.com/
2•vytasta•48m ago•0 comments

CRM: An open-source, agentic-first CRM

https://github.com/trycompai/crm
2•handfuloflight•48m ago•0 comments

Testing LLM Concurrency on Consumer Hardware (RTX 5060)

https://ai.2it.onl/posts/concurrency-sweep/
1•MatCat•50m ago•0 comments

ESP32-C3 SuperMini antenna modification

https://peterneufeld.wordpress.com/2025/03/04/esp32-c3-supermini-antenna-modification/
2•ta988•51m ago•0 comments

CodeFloe – Alternative to GitHub

https://codefloe.com
1•mcp_•55m ago•0 comments

Static Sites Without Big Tech Hosting

https://www.souveraen-durch-architektur.de/en/artikel/statische-seiten-ohne-big-tech-hosting
1•mcp_•1h ago•0 comments

DeepSeek V4 Pro GA on GPT 5.6 Sol (xhigh) level for fraction of cost

https://twitter.com/MaxForAI/status/2083481455095959945
2•thewavelength•1h ago•1 comments

Show HN: Btfy – a blockchain that uses weather observations

https://github.com/kotagit75/btfy
2•yuzu_mikan•1h ago•1 comments

California to destroy 420000 peach trees. Del Monte closes canning facilities

https://ubirataonline.com.br/california-farmers-will-destroy-420000-peach-trees-after-del-monte-c...
1•NoRagrets•1h ago•0 comments

Federal Trade Commission vs. Hims and Hers Health, Inc. [pdf]

https://www.ftc.gov/system/files/ftc_gov/pdf/Hims-Complaint-Redacted-E-Filed.pdf
1•luu•1h ago•0 comments

Created a network that combines Hacker News and geniuses at one place

1•silisleek•1h ago•2 comments

Show HN: Run multiple Claude desktop accounts in isolated windows (Mac/Windows)

https://deckspace.dev/claude-accounts/
1•sami_builds•1h ago•0 comments

Speedrunning Software: How we 3×'d PRs in 6 months, and how you can too

https://amplitude.com/3x
1•lox•1h ago•0 comments

Software Abundance

https://twitter.com/dabit3/status/2083679999597392011
1•tosh•1h ago•0 comments