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Show HN: A text format for UI wireframes – comparing token costs across 4 format

https://github.com/enlinks-llc/katsuragi
2•enlinks•2h ago
I've been exploring how to describe UI layouts to LLMs efficiently.

The problem: When you ask an AI to generate or modify UI, how do you describe the current state? - Natural language ("header on top, form below") is ambiguous - ASCII art breaks when edited (alignment issues) - HTML is precise but verbose

I ran some measurements. For a simple login form: - Natural language: 102 tokens - ASCII art: 84 tokens - HTML: 330 tokens

I experimented with a grid-based text format using Excel-like cell references:

  grid: 4x3
  A1..D1: { type: txt, value: "Login" }
  A2..D2: { type: input, label: "Email" }
  D3: { type: btn, value: "Submit" }
This came out to 120 tokens – less than HTML, more precise than natural language.

Built a CLI to render it to SVG/PNG: npx ktr input.kui -o output.png

Curious what approaches others have tried for this problem. Is there something I'm missing that already solves this well?

Code: https://github.com/enlinks-llc/katsuragi

Show HN: Pipeline and datasets for data-centric AI on real-world floor plans

https://archilyse.standfest.science
1•standfest•55s ago•0 comments

Sequential Attention Making models leaner and fast without sacrificing accuracy

https://research.google/blog/sequential-attention-making-ai-models-leaner-and-faster-without-sacr...
1•binsquare•1m ago•0 comments

My MBA taught me "Lean", but Reality taught me "Survival"

https://www.indiehackers.com/post/my-mba-taught-me-lean-but-reality-taught-me-survival-3-things-b...
1•rosiehong•3m ago•0 comments

Show HN: Mirror private work contributions to your GitHub profile

https://github.com/yuvrajangadsingh/private-work-contributions-mirror
1•yuvrajangads•4m ago•0 comments

Testing CLIs with Scrut

https://cgamesplay.com/post/2026/testing-clis-with-scrut/
1•CGamesPlay•7m ago•0 comments

Slint 1.15 Released

https://slint.dev/blog/slint-1.15-released
1•jandeboevrie•9m ago•0 comments

BMW's Newest "Innovation" Is a Logo-Shaped Middle Finger to Right to Repair

https://www.ifixit.com/News/115528/bmws-newest-innovation-is-a-logo-shaped-middle-finger-to-right...
3•gnabgib•10m ago•0 comments

Show HN: SwiftFiles – 100% private, browser-based file tools (WASM)

https://www.swiftfiles.org
1•deusrazen•10m ago•0 comments

Trillion-Dollar Tech Wipeout Ensnares All Stocks in AI's Path

https://www.bloomberg.com/news/articles/2026-02-04/trillion-dollar-tech-wipeout-ensnares-all-stoc...
1•petethomas•12m ago•0 comments

You can just tell codex to port the codex app to Linux (and it works apparently)

https://old.reddit.com/r/codex/comments/1qw8oat/you_can_just_tell_codex_to_port_the_codex_app_to/
1•AlexCoventry•13m ago•0 comments

A way to get out of debt

https://www.solosuit.com/pages/unifiedflow
1•Simonga25•15m ago•1 comments

Show HN: ValRequest – Turn Feelings into Words

https://valrequest.net
1•QingWu•16m ago•0 comments

Free online Heic to PNG converter

https://heic2png.net
1•windyan•18m ago•0 comments

Show HN: Free AI video transcription online tool

https://videocompress.ai/video-to-text-converter
1•Katherine603•20m ago•0 comments

Customizable Nice <Select>

https://nerdy.dev/nice-select
1•todsacerdoti•25m ago•0 comments

Google goes from laggard to leader, pulls ahead of OpenAI with stellar AI growth

https://www.reuters.com/business/google-goes-laggard-leader-it-pulls-ahead-openai-with-stellar-ai...
1•m-hodges•26m ago•1 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•petethomas•26m ago•0 comments

Ask HN: Has your whole engineering team gone big into AI coding? How's it going?

2•jchung•26m ago•0 comments

3 ways for achieving responsive code formatting on web

https://mostlyobvio.us/2026/02/responsive-code-formatting/
1•calineczka•32m ago•0 comments

CIA ends publication of its popular World Factbook reference tool

https://www.nbcnews.com/politics/politics-news/cia-discontinues-publication-world-factbook-refere...
1•petethomas•32m ago•1 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•electricant•34m ago•0 comments

Poemotion by Takahiro Kurashima: An Interactive Book of Moire Patterns

https://abakcus.com/video/poemotion-takahiro-kurashima/
1•the-mitr•35m ago•0 comments

Why all the e-bike startups went bankrupt [video]

https://www.youtube.com/watch?v=19gTziaB6SA
2•jbm•35m ago•0 comments

Ask HN: Who is building "cursor for PMs"?

https://www.ycombinator.com/rfs
1•tornikeo•38m ago•1 comments

Detecting Overfit Layers without any Data

https://twitter.com/CalcCon/status/2019186249505124688
1•charleshmartin•42m ago•1 comments

Life on Claude Nine

https://babuschk.in/posts/2026-01-25-life-on-claude-nine.html
1•pokemyiout•46m ago•0 comments

TSMC CEO flags 3nm chip production in Japan, investment reported at $17B

https://www.reuters.com/world/asia-pacific/tsmc-plans-3-nanometre-chip-production-japan-with-17-b...
1•teleforce•50m ago•0 comments

Show HN: Behavior-Driven Testing – AI Agent Skill for Exhaustive Test Coverage

https://github.com/robotlearning123/behavior-driven-testing
1•cwang75•53m ago•1 comments

Moltbook: An experimental social network for AI agents only

https://techoreon.com/ai-only-social-network-moltbook-explainer/
2•GeorgeWoff25•54m ago•1 comments

Don't rent the cloud, own instead

https://blog.comma.ai/datacenter/
10•Torq_boi•54m ago•0 comments