u/kmmbvnr

Lots of us keep meaning to learn Kazakh properly, or need to pass KazTest, and the resources are thin. Three years ago I won a small hackathon at QazCreative Business Incubator with a Kazakh-learning bot. It was a fun demo, but not something you'd actually use every day.

Since then I kept trying to learn with AI chats, but they always felt temporary — every new conversation started from scratch. I wanted something that would actually remember my progress and keep bringing back the topics I struggled with.

So I built that. It's free, and you open it in ChatGPT. You get short drills, one at a time, with a quick correction and the reason. It tracks your current level, which topics you've got down, which ones you keep missing, and remembers your mistakes. You do sign in once for free — that's how it saves your progress across chats and devices, instead of forgetting everything like a normal chat.

The vocabulary follows the official KazTest A1/A2 minimum, and you can tell it you're aiming for KazTest. It's less gamified than Duolingo, but I personally found it much more useful for consistent practice.

The link is in a comment. I'd love your feedback, especially from native speakers on what it gets wrong.

Three years ago I won a small hackathon at QazCreative Business Incubator with a Kazakh-learning bot. It was a fun demo, but not something you'd actually use every day.

Since then I kept trying to learn with AI chats, but they always felt temporary — every new conversation started from scratch. I wanted something that would actually remember my progress and keep bringing back the topics I struggled with.

So I built that. It's free, and you open it in ChatGPT. You get short drills, one at a time, with a quick correction and the reason. It tracks your current level, which topics you've got down, which ones you keep missing, and remembers your mistakes. You do sign in once for free — that's how it saves your progress across chats and devices, instead of forgetting everything like a normal chat.

The vocabulary follows the official KazTest A1/A2/B1 minimum, and you can tell it you're aiming for KazTest. It's less gamified than Duolingo, but I personally found it much more useful for consistent practice.

The link is in a comment. I'd love your feedback, especially from native speakers on what it gets wrong.

I've been working with Django since the 0.9x days, and over time it became less and less batteries-included for modern projects. Various starter templates tried to solve this. But now many people just scaffold projects with AI agents — which introduces a different set of problems.

I've been experimenting with two approaches for self-improving agent skills:

• /seedkit starts with framework/package docs embedded into the skill, then iterates through run → error → review → fix cycles (plus some manual cleanup to keep it compact).
• /seedkit-slim starts only with questions about what should be added to a fresh startproject, and gradually grows by learning from its own mistakes.

You can check them at https://github.com/RobustaRush/seedkit, along with baselines (Claude Sonnet without the skill) and sample skill-generated code.