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Website Carbon Calculator

https://www.joshbeckman.org/notes/website-carbon-calculator
1•blenderob•22s ago•0 comments

The Cost of Running Openbenches.org

https://shkspr.mobi/blog/2026/02/the-cost-of-running-openbenches-org/
1•blenderob•1m ago•0 comments

When Philosophy Stopped the Traffic in New York City

https://lareviewofbooks.org/article/when-philosophy-stopped-the-traffic-in-new-york-city/
1•lordleft•1m ago•0 comments

On Reading My Memoir to My Father (2022)

https://lithub.com/on-reading-my-memoir-to-my-father/
1•NaOH•2m ago•0 comments

Show HN: I Created ThePricer's Daily Price Puzzle (60 Seconds)

https://www.thepricer.org/
1•shellyblack•3m ago•0 comments

Making Ferrite Core Inductors at Home

https://danielmangum.com/posts/making-ferrite-core-inductors-home/
1•hasheddan•3m ago•0 comments

Show HN: Buildlog – Record AI coding sessions as replayable workflow recipes

https://www.buildlog.ai
1•vrdev•5m ago•0 comments

ReARM 26.01.173: VDR Export, Finding Changelogs, and More

https://rearmhq.com/blog/2026-02-02-rearm-26-01-129-release/
1•taleodor•5m ago•0 comments

Show HN: Babel – Post-Quantum Protocol for Secure AI Communication

https://github.com/Angeliasrl/babel-protocol
1•babelprotocol•6m ago•1 comments

AI Guidelines for WordPress

https://make.wordpress.org/ai/2026/02/01/ai-guidelines-for-wordpress/
2•speckx•6m ago•0 comments

UK privacy watchdog opens inquiry into X over Grok AI sexual deepfakes

https://www.theguardian.com/technology/2026/feb/03/uk-privacy-watchdog-opens-inquiry-into-x-over-...
1•chrisjj•7m ago•0 comments

Expensively Quadratic: The LLM Agent Cost Curve

https://blog.exe.dev/expensively-quadratic
1•twapi•8m ago•0 comments

Show HN: Stanislavski Protocol – Real-Time Emotional Logic Framework

1•ShiMo_Protocol•8m ago•1 comments

KDE Binds Itself Tightly to Systemd, Drops Support for Non-Systemd Systems

https://hackaday.com/2026/02/02/kde-binds-itself-tightly-to-systemd-drops-support-for-non-systemd...
2•beardyw•9m ago•0 comments

The Unsuitability of Using LoRa Gateway Concentrators with MeshCore

https://housedillon.com/blog/meshcore-and-lorawan/
1•AlphaWeaver•9m ago•0 comments

Notes after testing OpenAI's Codex App on real execution tasks

https://www.tensorlake.ai/blog/codex-app-the-cursor-killer
2•Arindam1729•9m ago•0 comments

The Webcomic List

https://www.thewebcomiclist.com/
1•surprisetalk•10m ago•0 comments

Get a Reusable Mask

https://www.jefftk.com/p/you-should-get-a-reusable-mask
1•surprisetalk•10m ago•0 comments

SVG Silh: Free SVG Images and Icons

https://svgsilh.com/
1•surprisetalk•10m ago•0 comments

If Each Language Was a Color, What Would It Be?

https://collisteru.substack.com/p/if-each-language-was-a-color-what
1•surprisetalk•10m ago•0 comments

LLMs Can't Jump

https://philsci-archive.pitt.edu/28024/
1•annapowellsmith•12m ago•2 comments

Heatwaves are changing the way Australians live and spend their money, study

https://www.abc.net.au/news/2026-02-02/heatwaves-changing-australians-spending-habits-study-finds...
1•xbmcuser•13m ago•0 comments

Show HN: Rt – An interactive CLI for task runners (Make, just, and others)

https://github.com/unvalley/rt
1•unvalley•13m ago•0 comments

Pomf Is Shutting Down, for Now

https://infrablog.lain.la/pomf-announcement
1•TigerUniversity•14m ago•0 comments

Paris prosecutor's cybercrime unit raids X's French office

https://www.france24.com/en/france/20260203-paris-prosecutor-s-cybercrime-unit-raids-x-s-french-o...
4•cdrnsf•14m ago•0 comments

Hexagonal Grids

https://www.redblobgames.com/grids/hexagons/
1•elisaado•15m ago•0 comments

Show HN: macOS Mission Control for Web

https://react-mission-control.vercel.app
1•deep_noz•15m ago•0 comments

Show HN: Pawno, multiplayer chess in your terminal

https://www.playpawno.com/
1•philbo•18m ago•1 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
1•limoce•18m ago•0 comments

Wayland Compatible Annotated Screenshots with slurp, grim and satty

https://nickjanetakis.com/blog/wayland-compatible-annotated-screenshots-with-slurp-grim-and-satty
1•nickjj•19m ago•0 comments
Open in hackernews

We built a web IDE where AI edits structured code instead of text

https://stellisoft.com
1•mattstellify•1h ago

Comments

mattstellify•1h ago
Instead of generating files directly, Stellify stores code as structured database records. AI operates on this structure — creating routes, components, methods, and UI elements through explicit operations (not string manipulation) — which are then assembled into PHP and JavaScript projects.

This avoids syntax errors, broken merges, and the brittleness of text-based AI code generation, enabling safe real-time collaboration and deterministic builds.

You can start from scratch or import existing PHP and JS codebases, restructure them into maintainable components, and export full Laravel + Vue / React / Alpine projects at any time — no proprietary lock-in. Everything runs in the browser, no local setup required.

Try it: https://stellisoft.com

I’d love feedback from developers on the approach.

chrisjj•1h ago
Fascinating!

> Code is stored as structured data, not text.

So from where does it get that structured data, if not from text?

mattstellify•1h ago
Great question! Stellify doesn’t treat code as text at all — it stores everything as structured records in a database. Each file, method, route, and UI element is a discrete entity with metadata and relationships.

When AI edits code, it operates on these records directly through defined operations (create route, add method body, update element, etc.), rather than generating strings.

The system then assembles these records into actual PHP/JS files when you export, so you always get working code, with no syntax errors or merge conflicts.

chrisjj•50m ago
Great. So from where does it get that structured code data, if not from text?

From machine code, perhaps?

mattstellify•30m ago
The structured code data is created from the code you/ AI agents write or import.

Once stored as structured data, AI can operate upon your code to perform surgical operations designed to improve or maintain your codebase.

When you export, Stellify assembles these records into PHP/JS files that are fully functional and free from syntax errors or broken references/ merges.