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Our product was used by 700k companies, then we started again

https://www.indiehackers.com/post/our-product-was-used-by-700k-companies-then-we-started-again-c3...
1•ctresnormie•1m ago•0 comments

Human Capital, Not "Industrial Policy," Explains East Asian Success

https://www.richardhanania.com/p/human-capital-not-industrial-policy
1•gmays•1m ago•0 comments

Building on AWS Using Cursor and Encore

https://encore.dev/blog/cursor-aws
1•dohman•1m ago•0 comments

Show HN: Open-source reference architecture for AI Agents (LangGraph, Pydantic)

https://github.com/ai-builders-group/build-production-ai-agents
1•arizen•1m ago•1 comments

Show HN: Freedom Graph – FI calculator that models sequence-of-returns risk

https://www.freedomgraph.com/
1•Nathanadian•2m ago•0 comments

Ask HN: Should "I asked $AI, and it said" replies be forbidden in HN guidelines?

1•embedding-shape•3m ago•0 comments

Demonstrably Safe AI for Autonomous Driving

https://waymo.com/blog/2025/12/demonstrably-safe-ai-for-autonomous-driving
1•ra7•3m ago•0 comments

House Democrats Launch AI Panel to Craft Legislative Agenda

https://news.bgov.com/bloomberg-government-news/house-democrats-launch-ai-panel-to-craft-legislat...
1•haniehz•3m ago•0 comments

Boom announces Superpower, a 42MW natgas turbine

https://boomsupersonic.com/superpower
1•shadowtree•4m ago•0 comments

Show HN: Zhok – A clean, minimal tool for managing AI prompts

https://apps.apple.com/us/app/prompt-library-zhok/id6755482172
1•ArseniKipachu•5m ago•0 comments

Real estate investment analytics with ROI Explorer

https://www.roiexplorer.com
1•carlosalvarez91•5m ago•1 comments

SwiftUI Rich Text Layout: Inside MarkdownView and RichText

https://fatbobman.com/en/posts/a-deep-dive-into-swiftui-rich-text-layout/
1•CharlesW•5m ago•0 comments

Show HN:Designing a programming language with AI, for AI

https://github.com/axis-foundation/axis-research
1•fixpointflow•5m ago•1 comments

Pichai: Google will soon begin construction of AI data centers in space

https://fortune.com/2025/12/01/google-ceo-sundar-pichai-project-suncatcher-extraterrestrial-data-...
1•0_____0•5m ago•1 comments

Is a Master's in Education Worthwhile? No

https://www.the74million.org/article/is-a-masters-in-education-really-worth-it-probably-not-resea...
2•barry-cotter•6m ago•0 comments

Lightmatter Aims to Leapfrog I/O Limitations with 3D Photonic Interconnect

https://www.hpcwire.com/2025/12/04/lightmatter-aims-to-leapfrog-i-o-limitations-with-3d-photonic-...
1•rbanffy•7m ago•0 comments

LMArena Is a Cancer on AI

https://surgehq.ai/blog/lmarena-is-a-plague-on-ai
3•holdingunsteady•10m ago•0 comments

Which small model is best for fine-tuning? We tested 12 of them on 8 tasks

https://www.distillabs.ai/blog/we-benchmarked-12-small-language-models-across-8-tasks-to-find-the...
2•maciejgryka•11m ago•1 comments

Show HN: I built a TurboTax for immigration forms

https://immiva.com/
4•mjablons•11m ago•1 comments

Prettier Oxc Plugin

https://github.com/prettier/prettier/tree/main/packages/plugin-oxc
1•Lwrless•12m ago•0 comments

OpenSpand – an expansion board for Sinclair ZX81, Timex Sinclair 1000, or clone

https://blog.adafruit.com/2025/12/08/openspand-an-expansion-board-for-sinclair-zx81-timex-sinclai...
1•rbanffy•13m ago•0 comments

IBM 129 Key Punch Operator's Reference Manual [pdf]

https://www.masswerk.at/keypunch/manuals/IBM129-GA22-6968-0_129_Operators_Manual_Apr71.pdf
1•haunter•13m ago•0 comments

User-scanner a CLI tool written on Python checks availability of a username

https://github.com/kaifcodec/user-scanner
10•kaifcodec•13m ago•0 comments

AI Needs More Power

https://boomsupersonic.com/flyby/ai-needs-more-power-than-the-grid-can-deliver-supersonic-tech-ca...
3•simonebrunozzi•14m ago•1 comments

"He almost has to keep buying"

https://www.marketwatch.com/story/he-almost-has-to-keep-buying-why-michael-saylors-strategy-is-do...
1•saalweachter•15m ago•0 comments

Only existing copy of UNIX V4 potentially found in Utah storage closet

https://attheu.utah.edu/science-technology/precious-computer-age-relic-turns-up-in-u-storage-room/
1•apitman•16m ago•0 comments

Can a 14B Model Match a 100B+ Model? We Fine-Tuned 8 Models to Find Out

https://orq.ai/blog/can-a-14b-model-match-a-100b-model-we-fine-tuned-8-models-to-find-out
1•ewa-szyszka•17m ago•0 comments

Speed Reading (The Meaning of Language)

https://computer.rip/2025-12-08-speed-reading.html
1•zdw•17m ago•0 comments

Ask HN: Why can't computers copy GIFs at OS level?

1•OmarShehata•17m ago•0 comments

Relish: A New Serialization Format

https://alexgaynor.net/2025/dec/09/relish/
1•zdw•18m ago•0 comments
Open in hackernews

Show HN: Celeste – The 'Requests' for AI: Any provider, any capability

https://github.com/withceleste/celeste-python
1•Kamilbenkirane•54m ago

Comments

Kamilbenkirane•53m ago
Hi HN, author here.

I built this because I was sick of rewriting my code every time a new model came out.

Right now, if you want to switch from OpenAI to Anthropic, you have to rip out client.chat.completions.create and replace it with client.messages.create, change how you handle the response, and update your error handling. It’s a mess.

Celeste fixes this by standardizing the I/O layer. It gives you one strictly-typed Pydantic interface for everything—Text, Image, Video, Audio, you name it.

It’s not a framework (no agents, no chains, no magic). It’s just a unified HTTP client for 14+ providers so you can actually swap models by changing a config string.

Would love to hear what you think of the API structure.

Docs: https://docs.withceleste.ai