Hacker News: naaqq

New comment by naaqq in "Kimi K3 is now live"

naaqq — Thu, 16 Jul 2026 15:57:12 +0000

Will be later.

New comment by naaqq in "Show HN: 18 Words"

naaqq — Fri, 10 Jul 2026 09:26:21 +0000

just got 2/18, not a native english speaker, hard for me.

New comment by naaqq in "DeepSeek reasonix, DeepSeek native coding agent with high caching and low cost"

naaqq — Mon, 25 May 2026 06:19:50 +0000

I don't think it's helpful, you can already get a 99+% cache hit on claude code, just change the api settings to deepseek. I would like to use a agent built by deepseek itself using deepseek models. Deepseek should make their own agent based on their model, just like OpenAI and Anthropic.

New comment by naaqq in "DeepSeek V4 – almost on the frontier"

naaqq — Mon, 04 May 2026 07:56:02 +0000

Not all read tokens are included in the context, many of the tokens are from read cache hits. I hit it many times so it grew to 200M. The number came from the API platform.

New comment by naaqq in "DeepSeek V4 – almost on the frontier"

naaqq — Sat, 02 May 2026 13:35:21 +0000

Sorry, I was wrong here. I meant a single long session. And there’s no compression, the 1M context is only half used.

New comment by naaqq in "DeepSeek V4 – almost on the frontier"

naaqq — Sat, 02 May 2026 11:42:50 +0000

DeepSeek’s official API has a cache hit rate of over 99% if you use it continuously within the same codebase for long sessions, so it’s much cheaper than frontier models. I have an example of 200M token session in claude code.

New comment by naaqq in "Show HN: Han – A Korean programming language written in Rust"

naaqq — Sun, 15 Mar 2026 04:13:41 +0000

It reminds me of the Easy Programming Language(https://en.wikipedia.org/wiki/Easy_Programming_Language), a Chinese programming language. Many kids in China started learning programming with it about 15 years ago.

New comment by naaqq in "Filesystems are having a moment"

naaqq — Sat, 07 Mar 2026 15:32:28 +0000

This article said some things I couldn’t put into words about different AI tools. Thanks for sharing.

New comment by naaqq in "Round and Round"

naaqq — Fri, 02 Jan 2026 14:25:19 +0000

Round the squirrel only if the squirrel is still on the tree.

New comment by naaqq in "Why proteins fold and how GPUs help us fold"

naaqq — Mon, 15 Dec 2025 08:21:35 +0000

Start reading from the 3/4 mark, that’s the ‘how’ part

New comment by naaqq in "Bazzite: Operating System for Linux gaming"

naaqq — Sun, 30 Nov 2025 02:39:07 +0000

This is so cool. I like the mircoSD card idea.

New comment by naaqq in "µcad: New open source programming language that can generate 2D sketches and 3D"

naaqq — Mon, 24 Nov 2025 12:32:04 +0000

It makes LLMs stronger because code is something LLMs are good at.