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Show HN: Constela – JSON DSL for AI-generated UI with compile-time validation

1•yuu1ch13•1h ago
I built a UI language where you describe UI as JSON, and errors are caught at compile time—not runtime.

Why: When AI generates UI, JavaScript is too flexible. You get runtime errors, implicit behavior, hard-to-debug state. Constela constrains the surface area so output is deterministic and validatable.

Side effect: 5× faster builds, 5× smaller output than Next.js (same site, measured).

Live demo (this site is built with Constela): https://constela.dev

Try it yourself: https://constela.dev/playground

Source: https://github.com/yuuichieguchi/constela

I'd be interested in feedback from people working on compilers, UI frameworks, or AI-assisted development.

Ask HN: What's the best place to look at snow webcams?

1•bastawhiz•1m ago•0 comments

Cleaner air is (inadvertently) harming the Great Barrier Reef

https://phys.org/news/2026-01-cleaner-air-inadvertently-great-barrier.html
1•Brajeshwar•3m ago•0 comments

Ancient Spanish trees reveal Mediterranean storms are intensifying

https://phys.org/news/2026-01-ancient-spanish-trees-reveal-mediterranean.html
1•Brajeshwar•3m ago•0 comments

What happens when you train an LLM only on limited historical data

https://www.popsci.com/technology/this-ai-thinks-its-the-1800s/
1•Brajeshwar•3m ago•0 comments

Hey guys, check out my idea

1•harinand•4m ago•4 comments

XSS –> RCE in Screeps, a programming game on Steam

https://outsidetheasylum.blog/screeps/
2•Tiberium•5m ago•1 comments

Geo Is Not the Next Generation of SEO

https://valarmorghulis.io/view/202601-geo-vs-seo/
1•socrateslee•7m ago•1 comments

Human Approval as a Service

1•mf_taria•7m ago•0 comments

Software patches in NixOS for fun and productivity

https://log.pfad.fr/2026/software-patching-in-nixos/
3•todsacerdoti•10m ago•0 comments

The First Full-Scale Cyber War: 4 Years of Lessons

https://techtrenches.dev/p/the-first-full-scale-cyber-war-4
1•bryanrasmussen•10m ago•0 comments

Heart rhythm problems detected four times more often with smartwatches

https://nltimes.nl/2026/01/22/heart-rhythm-problems-detected-four-times-often-smartwatches
1•giuliomagnifico•11m ago•0 comments

More than a quarter of Britons say they fear losing jobs to AI in next 5 years

https://www.theguardian.com/business/2026/jan/25/more-than-quarter-britons-fear-losing-jobs-ai-ne...
1•chrisjj•12m ago•0 comments

Jack Kerouac on the Steve Allen Show with Steve Allen 1959 [video]

https://www.youtube.com/watch?v=3LLpNKo09Xk
1•aabiji•13m ago•0 comments

Kingdoms of Water: The Mekong River, empire, and the limits of human ingenuity

https://worldhistory.substack.com/p/kingdoms-of-water
1•crescit_eundo•16m ago•0 comments

Ice cream is one of the healthiest foods in existence

https://twitter.com/Outdoctrination/status/2015449347920396347
2•bilsbie•16m ago•0 comments

Inside Apple's AI Shake-Up and Its Plans for Two New Versions of Siri

https://www.bloomberg.com/news/newsletters/2026-01-25/inside-apple-s-ai-shake-up-ai-safari-and-pl...
2•thm•16m ago•0 comments

Good Taste

https://emsh.cat/good-taste/
1•embedding-shape•17m ago•1 comments

AMD Releases MLIR-AIE 1.2 Compiler Toolchain for Targeting Ryzen AI NPUs

https://www.phoronix.com/news/AMD-MLIR-AIE-1.2
2•pella•18m ago•0 comments

Show HN: MCP Security Documentation with Code Examples

https://github.com/FinkTech/mcp-security
1•finktech•18m ago•0 comments

Interview: Kim Stanley Robinson, Science Fiction Maestro and Utopian, in 2026

https://sammatey.substack.com/p/interview-kim-stanley-robinson-science-111
2•mitchbob•19m ago•0 comments

Agent-Browser by Vercel Labs

https://github.com/vercel-labs/agent-browser
2•franze•20m ago•0 comments

An Open-Source Alternative to Vercel

https://www.shorlabs.com/
1•shorlabss•20m ago•0 comments

What posting Rails UI to Hacker News taught me

https://railsui.com/blog/what-finally-posting-rails-ui-to-hacker-news-taught-me
2•dorianmariecom•23m ago•0 comments

Turns out I was wrong about TDD

https://martinalderson.com/posts/turns-out-i-was-wrong-about-tdd/
1•martinald•24m ago•0 comments

I Tried to Give AI "Imagination" to Solve Physics Problems

https://github.com/a1j9o94/foresight
1•a1j9o94•24m ago•1 comments

Immanuel 'the Königsberg clock' Kant (2015)

https://www.versobooks.com/en-gb/blogs/news/1963-immanuel-kant-the-errrr-walker
1•rishabhd•27m ago•0 comments

The Home Computer Hybrids

https://technicshistory.com/2026/01/25/the-home-computer-hybrids/
1•cfmcdonald•27m ago•0 comments

DCCast: Efficient Point to Multipoint Transfers Across Datacenters (2017)

https://arxiv.org/abs/1707.02096
1•tanelpoder•29m ago•0 comments

Apex-Agents – Benchmark Productivity of Agents

https://arxiv.org/abs/2601.14242
1•hereme888•30m ago•0 comments

Claude Code TUI is "a small game engine"

https://twitter.com/trq212/status/2014051501786931427
1•eudamoniac•33m ago•1 comments