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Show HN: New way to validate your LLM webapp idea and earn on token margins

https://codeplusequalsai.com
1•cryptoz•7h ago
I've built a whole new UX and platform where you can quickly make LLM-backed webapps and when people use them, you earn on each AI API call. I've been working on this for 2 years! What do you think?

Here's how it works:

1) You make a Project, which means we run a docker container for you that has python/flask and an optional sqlite database.

2) You provide a project name and description

3) The LLM makes tickets and runs through them to complete your webapp.

4) You get a preview iframe served from your docker, and access to server logs and error messages.

5) When your webapp is ready, you can Publish it to a subdomain on our site. During the publish process you can choose to require users to log in via Code+=AI, which enables you to earn on the token margins used. We charge 2x the token costs of OpenAI - that's where your margin comes in. I'll pay OpenAI the 1x cost, then of the remaining amount you will earn 80% and I'll keep 20%.

The goal: You can validate your simple-to-medium LLM-powered webapp idea much easier than ever before.

Some fun technical details: Behind the scenes, we do code modifications via AST transformations rather than using diffs or a full-file replace. I wrote a blog post with details about how this works: https://codeplusequalsai.com/static/blog/prompting_llms_to_m...

Would love some feedback! What do you think?

Show HN: LLM-benchmark – Make LLMs fight for fastest ops/SEC on your code

https://github.com/thomasdavis/llm-benchmark
1•thomasfromcdnjs•3m ago•0 comments

Californias

https://map.simonsarris.com/p/californias
1•keiferski•5m ago•0 comments

Thinking Is Becoming a Luxury Good

https://www.nytimes.com/2025/07/28/opinion/smartphones-literacy-inequality-democracy.html
1•otrack•5m ago•0 comments

Show HN: Fix Your Damn Posture!

https://apps.apple.com/us/app/upright-posture-coach/id6747097271
1•SidDaigavane•6m ago•0 comments

Show HN: A Fast, Single Page Image Resizer and Cropper

https://bestimageresizer.com
1•natewww•9m ago•0 comments

Show HN: 4KFilmDb – A tool to track and analyze 4K movies (HDR, Dolby Atmos)

https://4kfilmdb.com/
1•thebox•15m ago•0 comments

Programming Really Is Simple Mathematics

https://arxiv.org/abs/2502.17149
2•rramadass•16m ago•0 comments

Los Alamos team finds a new path toward quantum machine learning

https://www.lanl.gov/media/news/0724-quantum-machine-learning
1•donutloop•25m ago•0 comments

Scientists hit quantum computer error rate of 0.000015% – a world record

https://www.livescience.com/technology/computing/scientists-hit-quantum-computer-error-rate-of-0-000015-percent-a-world-record-achievement-that-could-lead-to-smaller-and-faster-machines
1•donutloop•26m ago•0 comments

Urgent financial help for OpenPrinting needed

https://ubuntu.social/statuses/114932477260801209
1•pabs3•30m ago•0 comments

Geomorphometry of Antarctic Submarine Canyons

https://www.sciencedirect.com/science/article/pii/S0025322725001331
1•anjel•31m ago•0 comments

Machines Don't Have Will

https://parv.bearblog.dev/will/
3•ishaanbhagwat•32m ago•0 comments

Turn your pics into Spotify playlists

https://pictune.ai
1•processing•40m ago•0 comments

Apple Shift Turns India into Top Maker of US Smartphones

https://www.bloomberg.com/news/articles/2025-07-29/most-phones-sold-in-us-are-now-made-in-india-as-apple-shifts
3•koolhead17•46m ago•0 comments

Cascade: LLM-Powered JavaScript Deobfuscator

https://arxiv.org/abs/2507.17691
2•liberix•48m ago•0 comments

The first company to complete a successful lunar landing is going public

https://arstechnica.com/space/2025/07/the-first-company-to-complete-a-fully-successful-lunar-landing-is-going-public/
1•jnord•53m ago•0 comments

Production Chat Agent with Kimi K2 and Milvus

https://milvus.io/blog/build-production-chatbot-with-kimi-k2-and-milvus.md
1•Fendy•54m ago•0 comments

Bitcoin Crash Game

https://hustlebtc.com/
2•dejecex•56m ago•1 comments

Ask HN: What is Lex Fridman's association with MIT?

2•chirau•58m ago•2 comments

Gren 25S: Easier interop, concurrent tasks and zero-install packages

https://gren-lang.org/news/250721_gren_25s/
1•DASD•1h ago•0 comments

NYC's Urban Textscape

https://pudding.cool/2025/07/street-view/
1•ssuds•1h ago•0 comments

Show HN: Claude Intern – turn Jira tasks into working PRs

https://github.com/danii1/claude-intern
1•Danii1•1h ago•0 comments

Every American Is Bilingual

https://justevilenough.com/every-american-is-bilingual/
14•DocSavage•1h ago•21 comments

That Time I Worked With a Laptop Thief

https://blog.pipetogrep.org/2025/07/27/that-time-i-worked-with-a-laptop-thief/
2•thepipetogrep•1h ago•1 comments

A Free Market for Eyeballs: Twitter as Regulatory Arbitrage

https://www.neelsomaniblog.com/p/a-free-market-for-eyeballs
1•nsomani•1h ago•0 comments

Show HN: StoxGPT – type "add RSI" and the indicator appears on the chart

https://www.stoxgpt.com
2•kdautaj•1h ago•1 comments

A short audio playlet with an interpretation of simulation theory

http://livinginthefuture.rocks/e/episode-15-audio-playlet-recursion/
1•dosmithds2060•1h ago•0 comments

AI builds your knowlege map – an alternative to chat for deep understanding

https://www.proread.ai/login
1•kanodiaashu•1h ago•1 comments

Yahoo Mail Drastically Cuts Down Free Storage from 1TB to 20GB

https://www.lowyat.net/2025/357139/yahoo-mail-drastically-cuts-down-free-storage-from-1tb-to-20gb/
4•peterburkimsher•1h ago•1 comments

Daryl Davis convinces KKK members to walk away from hate

https://en.wikipedia.org/wiki/Daryl_Davis
2•burnt-resistor•1h ago•0 comments