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In the AI age, 'slow and steady' doesn't win

https://www.semafor.com/article/01/30/2026/in-the-ai-age-slow-and-steady-is-on-the-outs
1•mooreds•1m ago•0 comments

Administration won't let student deported to Honduras return

https://www.reuters.com/world/us/trump-administration-wont-let-student-deported-honduras-return-2...
1•petethomas•1m ago•0 comments

How were the NIST ECDSA curve parameters generated? (2023)

https://saweis.net/posts/nist-curve-seed-origins.html
1•mooreds•2m ago•0 comments

AI, networks and Mechanical Turks (2025)

https://www.ben-evans.com/benedictevans/2025/11/23/ai-networks-and-mechanical-turks
1•mooreds•2m ago•0 comments

Goto Considered Awesome [video]

https://www.youtube.com/watch?v=1UKVEUGEk6Y
1•linkdd•4m ago•0 comments

Show HN: I Built a Free AI LinkedIn Carousel Generator

https://carousel-ai.intellisell.ai/
1•troyethaniel•6m ago•0 comments

Implementing Auto Tiling with Just 5 Tiles

https://www.kyledunbar.dev/2026/02/05/Implementing-auto-tiling-with-just-5-tiles.html
1•todsacerdoti•7m ago•0 comments

Open Challange (Get all Universities involved

https://x.com/i/grok/share/3513b9001b8445e49e4795c93bcb1855
1•rwilliamspbgops•8m ago•0 comments

Apple Tried to Tamper Proof AirTag 2 Speakers – I Broke It [video]

https://www.youtube.com/watch?v=QLK6ixQpQsQ
2•gnabgib•10m ago•0 comments

Show HN: Vibe as a Code / VaaC – new approach to vibe coding

https://www.npmjs.com/package/@gace/vaac
1•bstrama•11m ago•0 comments

Show HN: More beautiful and usable Hacker News

https://twitter.com/shivamhwp/status/2020125417995436090
3•shivamhwp•11m ago•0 comments

Toledo Derailment Rescue [video]

https://www.youtube.com/watch?v=wPHh5yHxkfU
1•samsolomon•13m ago•0 comments

War Department Cuts Ties with Harvard University

https://www.war.gov/News/News-Stories/Article/Article/4399812/war-department-cuts-ties-with-harva...
5•geox•17m ago•0 comments

Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
1•yi_wang•18m ago•0 comments

A Bid-Based NFT Advertising Grid

https://bidsabillion.com/
1•chainbuilder•22m ago•1 comments

AI readability score for your documentation

https://docsalot.dev/tools/docsagent-score
1•fazkan•29m 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...
2•bediger4000•32m ago•2 comments

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

https://www.bbc.com/news/articles/c74w48d8epgo
2•dabinat•33m 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
4•doener•35m ago•1 comments

155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
2•tjwebbnorfolk•39m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
2•jbegley•43m ago•1 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•46m ago•0 comments

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

https://seedance-2.net
1•dallen97•50m ago•0 comments

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

https://github.com/JLW-7/Wally
2•PaulHoule•51m 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•53m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
2•tolerance•53m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•54m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•55m ago•0 comments

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

https://www.aegismind.app
2•aegismind_app•59m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•1h ago•0 comments
Open in hackernews

Show HN: Kodaii generated a 20K-line FastAPI back end from one prompt

https://github.com/OlivierKodaii/calendarKodaii
4•vigile•2mo ago
We’ve been working on the Kodaii engine, aimed at generating complete backends that stay coherent across models, routes, workflows, and tests — not just isolated snippets.

To get a sense of how well the engine handles a real project, we asked it to build a Calendly-style booking system from a single prompt. It ran the whole process — planning, code generation, tests, infra, and deployment — in about 8 hours.

What it generated: - ~20K lines of Python (FastAPI, async)

- Postgres schema (6 tables)

- Services, background tasks, booking logic

- Email notifications

- 40 unit tests + 22 integration tests

- Docker Compose (API + Postgres)

- GitHub Actions pipeline

- A running deployment tied to Postgres

- Code & live endpoints

Everything is open: Repo: https://github.com/OlivierKodaii/calendarKodaii

API docs: https://calendar.kodaii.dev/docs

OpenAPI schema: https://calendar.kodaii.dev/openapi.json

Admin interface: https://calendar.kodaii.dev/admin

Why we’re sharing this

We think this line of work may be of interest to peers on HN who care about backend architecture, tooling, and large-scale code generation and your feedback would be very much appreciate.

If you inspect the repo, we’d appreciate any comments on:

- structure,

- code clarity,

- decisions that look odd,

- failure points,

- or anything that feels promising or problematic.

For those who want to follow the project or join the upcoming alpha: https://kodaii.dev

Happy to discuss details or answer questions.

Comments

Djothi•2mo ago
Kodaii can really speed up small to medium projects, MVPs, or prototypes by quickly handling all the “plumbing” (infrastructure, tests, configuration), leaving more time to focus on core business logic. It’s promising !
vigile•2mo ago
Thanks! That's the goal. You prompt and specify mostly at the user story level (or more technical if you have the skill for that) and then Kodaii can generate a full working backend when each user story have been validate by one or more integration tests. In a first setup, 1. you have something that works and save you days and weeks, and 2. you can update the code-base if you want to with existing vibe coding tools. Feel free to check the code and share feedbacks!
0x0974•2mo ago
I need this, I'm in for the alpha!
vigile•2mo ago
Thanks for joining in! We are working and fixing everything we can as fast as possible! Cheers. V