Recent submissions

Comment · 8 months ago
https://github.com/AbsaOSS/daggerpool — a small Go library for executing DAG-based job graphs with bounded concurrency and explicit results.

Used in production for parallel Kubernetes cluster provisioning (CAPI + Fleet).

Comment · 10 months ago
Comment · 10 months ago
Comment · 10 months ago
- https://github.com/ai-first-guides/first.ai?tab=readme-ov-fi...

AI-first web design is based on a simple observation: more and more queries go directly to AI assistants instead of traditional search engines. If you want AI systems to understand, trust, and cite your content, the web must be written for them — not only for the visual browser. Just like SEO once made websites visible to Google, AI-first structure increases the chance that your website becomes the source AI systems quote.

Comment · 11 months ago
Comment · 11 months ago
A small additional note for context:

I’m not arguing that “LLMs will replace browsing” in some absolute way — but it is observable that for many users, the entry point for information is shifting from search → assistant. When you actually inspect how models consume real websites today, the results are pretty uneven:

pages with clean HTML and predictable structure get parsed reliably

JSON-LD is used surprisingly often (but only if it’s correct and minimal)

heavy client-side rendering breaks extraction more than people expect

semantic markup still beats any “AI-enabled” tool by a mile

models hallucinate less when the source has clear hierarchy and meaning

This project isn’t trying to reinvent SEO — it’s more like exploring the minimum structural guarantees that make an LLM treat a page as a trustworthy, cite-able source instead of ignoring it or misreading it.

If anyone here has done experiments with:

how GPT, Claude, Gemini, Llama, etc. read arbitrary web pages

failure cases in parsing / hallucination caused by layout

the effect of metadata vs full-text signal

or even prompt strategies for web ingestion

…I’d genuinely love to compare notes.

Comment · 11 months ago
Comment · 11 months ago

Live from the official Hacker News API

A modern reader for Hacker News · SvelteKit + Skeleton