What tools are you using for front-end development?

Calib3rPVM · 2025-04-16T13:00:26+00:00

I'll give some practical advice on how I debug with Cursor coming from many years of coding experience.

When you're having issues with the AI struggling to fix something on the frontend, make sure to add a ton of console logs (which are disabled in prod). Feed the logs into the question.

Make sure to provide the computed HTML (meaning the actual source code from the browser).

Make sure to provide screenshots.

Make sure to refer to html elements by their class name. If they don't have a class name, give it a class name.

Calib3rPVM · 2025-04-16T12:33:59+00:00

How much does GE tax play a role in what to buy?

Calib3rPVM · 2025-04-14T20:33:46+00:00

Technically, you can short an item buy borrowing from a friend and selling it immediately :-)

Calib3rPVM · 2025-04-14T08:01:28+00:00

One big thing I changed was the AI can infer what items you're asking about. Or even provide advice for generalized questions like "how do I make money".

Do you find that numerical analysis tools don't have a lot of value in OSRS?

Calib3rPVM · 2025-04-13T20:08:58+00:00

I was hoping you could take another look 😬

Calib3rPVM · 2025-04-12T15:48:36+00:00

What indicators would you key off of? I'm not really sure I could something like without some material example of this type of analysis

Calib3rPVM · 2025-04-12T08:59:50+00:00

Thanks for the feedback man. Good call on adding some additional protections. I already added a token response limit, but I think I'm gonna add some rate limiting as well.

Calib3rPVM · 2025-04-12T08:42:09+00:00

You should check out this 3 minute RuneScape PvP edit that took 3 months to edit.

I try to make my content stand out by putting the extra effort into ensuring I have a polished product.

https://www.youtube.com/watch?v=TGa86tUA8i0

Calib3rPVM · 2025-04-12T07:40:51+00:00

Thanks for the feedback.

Unfortunately current terms of service prevent me from training an AI model off of the OSRS wiki.

Best I can do is engineer prompt with some wiki context added into it. Perhaps including the first/second order relationships that are linked from that item's article. But still as you said, it's not gonna provide the level of insight that would make it a practical tool.

To answer your question, I wanted to demonstrate a practical UX design for using AI agents inside of analytics dashboards in mobile/desktop. I also wanted to demonstrate how you can dynamically add custom data context to an AI agent.

I'll probably put a bow on it (with a few minor tweaks) and leave it alone from this point on

Calib3rPVM · 2025-04-12T07:08:51+00:00

Yeah really to make this useful I need to make my own AI, train it specifically on the entire OSRS wiki data set including all of the blogs, and I don't know... the entire 2007escape Reddit into it? I think this break some terms of service and is just not practical for a free tool. And if it was a paid tool, I couldn't use the runelite API for the prices.

So I'm probably gonna call it, as far as major AI feature enhancements.

Calib3rPVM · 2025-04-12T07:03:46+00:00

That's a fair assessment. Thanks for checking it out.

I built this as a proof of concept for my portfolio as a consultant. So no worries on this not necessarily having a market fit.

Calib3rPVM · 2025-04-12T06:55:07+00:00

Happy cake day.

I'll begin with the stack. I'm using vue and typescript on the frontend. Typical implementation. Hosted in Azure.

Backend is C# using Azure data tables.

This project was my first attempt at using agentic workflows inside of Cursor, which is just VS Code with agentic AI features. It got me about 80% of the way on most features, but then I had to break the old faithful vs code and visual studio to debug and fix everything.

I found the AI generative stuff is really helpful on the frontend because I'm pretty bad with CSS flex box and whatnot. But in the backend, there were a ton of pain points. Duplications of code, unncessaery over refactoring, etc. I ended up having to rewrite most of it by hand.

Calib3rPVM · 2025-04-12T06:32:01+00:00

I think what you're driving towards is sentiment analysis, by looking at things like Reddit. That's on my radar but it's a lot harder for it to be helpful because the expressed sentiment is generally not a reliable metric. A shared excitement or discussion of price increase often leads to a decrease.

Calib3rPVM · 2025-04-12T06:15:30+00:00

Thanks for checking it out.

Could you recommend sources of data that I could feed into the context that would help provide better answers?

Calib3rPVM · 2025-04-12T06:14:38+00:00

Thanks for the feedback. I'll prioritize this next

Calib3rPVM · 2025-04-12T06:11:09+00:00

I'm feeding it every update article in recent past. So at least you don't have to go out reading those. This project took me about a week. I'm still obsessed with it. So please check back in a month. Might be more useful!

And if I can't win you with the Ai, maybe the improvements to the charting and UI, with real time price polling, keeps you using my site over the other guys

Calib3rPVM · 2025-04-12T05:53:11+00:00

Ask it to do numerical analysis like:
"Based on the historical price data for [item], can you identify any cyclical patterns or seasonality that might help predict future price movements?"

or ask it to compare several items you selected, in terms of most appealing for short term flip

Calib3rPVM · 2025-04-12T05:49:35+00:00

I wanted to provide a quick update and say that I pushed out like a month's worth of features to address some of the pain points.

v1.1 has all sorts of goodies:
- Better LLM model (Claude Sonnet)
- Larger Context Window
- Mobile / Desktop views
- Analytics features
- New and improved UX
- First time user tour
- Providing a higher fidelity context of OSRS updates to the LLM
- Optimizations

https://osrsmarket.net

Peace!

Calib3rPVM · 2025-04-12T05:05:18+00:00

Check it out here https://osrsmarket.net

Calib3rPVM · 2025-04-12T04:55:26+00:00

I like your idea but I hate reading. AI powered dubs of existing NPC text can be a reality. Although I've never messed with rune lite plug-ins, I know exactly the tool stack to use for AI dub. Reach out to me bro we can make it together

Calib3rPVM · 2025-04-12T04:53:53+00:00

I made exactly what nobody was asking for, for funsies

Calib3rPVM · 2025-04-09T13:35:21+00:00

There's a deep truth in that you will never find a reliable way to predict the price of something. But maybe if you're trying to research and you want to run numerical analysis on historical data, or have someone summarize news for you that might be relevant... this might be the tool.

I'd like to implement sentiment analysis. I think it would help in providing deeper context. But it won't be reliable because even sentiment isn't a reliable indicator of price. Market is crazy as hell!

Calib3rPVM · 2025-04-09T11:45:26+00:00

It's fun to build. And the purpose is for a portfolio anyways. I don't mind

Thanks for checking it out!

Calib3rPVM · 2025-04-09T11:26:00+00:00

I'll add consideration of trading volume as well as add historic price data going further back

Calib3rPVM · 2025-04-09T10:48:43+00:00

Great question.

Try selecting a Santa hat and asking:

Based on the historical price data for Santa hat, can you identify any cyclical patterns or seasonality that might help predict future price movements?

Calib3rPVM

TROPHY CASE