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Show HN: Geo / AI SEO Robots.txt Audit Tool

https://ai-robots-txt.franzai.com/#domain=nytimes.com
1•franze•3m ago•0 comments

What I don't like about chains of thoughts

https://samsja.github.io/blogs/cot/blog/
1•jxmorris12•3m ago•0 comments

The Steam Machine's HDMI Port Has a Built-In Identity Crisis

https://www.bgr.com/2034651/steam-machine-hdmi-port-problem/
1•josephcsible•6m ago•1 comments

Cory Booker Weds Alexis Lewis in a Private Ceremony

https://www.nytimes.com/2025/11/30/style/cory-booker-wedding-alexis-lewis.html
1•whack•6m ago•0 comments

Screencap.me – Screen Recording in the Browser

https://screencap.me/
1•rickcarlino•7m ago•0 comments

Gated Attention for Large Language Models

https://arxiv.org/abs/2505.06708
1•xnhbx•8m ago•0 comments

Canadian mathematician becomes two-time World Champion in Scrabble

https://ottawacitizen.com/news/ottawa-scrabble-champion
2•heresie-dabord•12m ago•0 comments

Funding: The rpki-client project needs your help

https://www.rpki-client.org/funding.html
1•Panino•12m ago•0 comments

I heat my Essex home with a data centre in the shed

https://www.bbc.co.uk/news/articles/c0rpy7envr5o
1•BerislavLopac•14m ago•0 comments

Google CEO says ‘vibe coding’ made software development ‘so much more enjoyable’

https://www.google.com/url?q=https://indianexpress.com/article/technology/tech-news-technology/go...
3•ashishgupta2209•14m ago•2 comments

What Was the First Bookmark?

https://bookmarkstuff.com/blog/2025-11-30-the-first-bookmark
1•devrundown•17m ago•2 comments

People Who Care: A twelve-year-old on personality in tech product design

https://micahblachman.beehiiv.com/p/people-who-care
1•subdomain•17m ago•0 comments

Calculating compressed air requirements: Step-by-step instructions

https://scc-aircompressors.com/en/calculate-compressed-air-requirement/
2•rustoo•20m ago•1 comments

From Zero to GitHub: Starting a New Jj (Jujutsu) Repo

https://www.visualmode.dev/from-zero-to-github-starting-a-new-jj-jujutsu-repo
3•todsacerdoti•22m ago•0 comments

Show HN: Run LLMs locally with WebGPU

https://qwen-web.sdan.io/
1•sdan•23m ago•0 comments

Using Petri nets as a formal language for LLM-assisted development

https://github.com/pflow-xyz/go-pflow
1•orksliver•27m ago•2 comments

GitHub to Codeberg: My Experience

https://eldred.fr/blog/forge-migration/
2•todsacerdoti•31m ago•0 comments

HashJack Indirect Prompt Injection Weaponizes Websites

https://www.infosecurity-magazine.com/news/hashjack-indirect-prompt-injection/
2•nobody9999•33m ago•1 comments

How do we keep apps maintained on Flathub?

https://tim.siosm.fr/blog/2025/11/24/building-better-app-store-flathub/
3•coffeeaddict1•34m ago•0 comments

Interslavic

https://en.wikipedia.org/wiki/Interslavic
2•ingve•35m ago•0 comments

Surface Tension

https://iamstelios.com/blog/surface-tension/
1•i8s•36m ago•0 comments

The Thinking Game Film – Google DeepMind Documentary

https://thinkinggamefilm.com
25•ChrisArchitect•36m ago•15 comments

A three-layer memory architecture for long-running agents

1•mvyshnyvetska•37m ago•0 comments

Audinspect – An audio file inspector for A&R teams and producers

https://github.com/404oops/Audinspect
1•404oops•37m ago•0 comments

Coding is the purest form of art

1•learningstud•42m ago•1 comments

Show HN: Cognitive AI architecture prototype with identity, memory, initiative

https://ivanhonis.github.io/ai_home/
1•nDot_io•43m ago•0 comments

Aissist – my personal AI assistant CLI that remembers

https://github.com/albertnahas/aissist
1•albertnahas•44m ago•1 comments

Langjam Gamejam: Build a programming language then make a game with it

https://langjamgamejam.com/
2•birdculture•45m ago•0 comments

Why India struggles to clear its air

https://www.thehindu.com/sci-tech/energy-and-environment/why-india-struggles-to-clear-its-air/art...
1•saikatsg•47m ago•0 comments

Free Database with 4B+ reverse DNS records

https://ip.thc.org/docs/bulk-data-access
1•lakti_mosfit•48m ago•0 comments
Open in hackernews

Using Petri nets as a formal language for LLM-assisted development

https://github.com/pflow-xyz/go-pflow
1•orksliver•27m ago

Comments

orksliver•27m ago
I've been experimenting with Petri nets as a shared representation between humans and LLMs. The model becomes the artifact—you sketch topology, validate with simulation, extend monotonically. Code is derived.

Why Petri nets? Visual (humans can reason about them), mathematical (ODEs, invariants), executable, and compositional. LLMs can manipulate the structure without losing semantic meaning.

orksliver•24m ago
What this actually do?:

You define a Petri net, simulate it with ODEs, and the structure becomes a scaffold for LLM-generated code. The net is the spec that both humans and LLMs can reason about.

I use Claude Code with a skill file that enforces: sketch topology → validate with simulation → extend monotonically → never delete, only grow. The discipline works with how LLMs operate.