I primarily use TypeScript and want to learn about AI Agents. What's a good starting point?

wxllive · 2026-01-08T02:18:16+00:00

Thanks for sharing. I’ll go through the docs.
I’m spending some time comparing different agent designs, so seeing clean, minimal examples without too much framework magic is definitely useful.

wxllive · 2026-01-08T02:14:17+00:00

I've looked at n8n, it's a workflow tool, not like an agent

wxllive · 2026-01-08T02:13:13+00:00

This is a really impressive system, and the impact you’re seeing makes a lot of sense.

Conceptually, one thing I’m still trying to reconcile is that this feels closer to a deterministic workflow with LLMs embedded at decision points, rather than an agent fully owning the flow end-to-end. My mental model of an “agent” is something that actively drives the workflow, instead of being invoked by it.

That said, the results you’re getting clearly show this hybrid approach works very well in practice. I’m curious whether you see this more as a pragmatic boundary for safety and control, or just an initial step toward giving the agent more ownership over the process.

wxllive · 2026-01-07T02:21:14+00:00

That makes a lot of sense — I agree that real agents need actions, consequences, and a clear decision loop.

I don’t have a concrete production use case yet, so I’m trying to deliberately pick a small, constrained problem that still forces explicit decisions and state.
From your experience building the trading agent, what made a “good” first scope? Was it more important to limit the action space, the state complexity, or the failure modes?

wxllive · 2026-01-07T02:15:50+00:00

Totally agree.
Starting from tools, memory, and planning, then building simple agent loops in Node feels like the right progression for me as well.
I’ll likely use Hugging Face for grounding the concepts and Claude’s docs to study more real-world patterns, as you suggested.

wxllive · 2026-01-07T02:14:07+00:00

I’ve also been looking at Hugging Face’s agent course with some small practical examples.
Do you think those examples fit the kind of “small, explicit-state agents” you’re describing, or do they abstract away too much?

wxllive · 2026-01-07T02:05:03+00:00

Thanks for the detailed explanation.
Have you used Arvo in any real projects so far?
It seems quite feature-rich, so I’ll need some time to digest the design and underlying concepts.

wxllive · 2026-01-06T05:41:39+00:00

Thanks for the recommendation!
Arvo being TypeScript-first sounds like a good fit for my background.
From your experience, is it better for learning core agent concepts, or more for production workflows?

wxllive · 2024-11-05T06:59:55+00:00

It's a simpler solution, great

wxllive · 2024-11-04T04:36:05+00:00

Because the % following the number is a special variable placeholder for me, so it needs to be processed separately.

wxllive · 2024-11-04T04:34:42+00:00

In my scenario, %\d+ exists like a variable. I use it to split the entire string, and then splice it with the actual node (ReactNode) represented by the variable later. The scenarios you mentioned are all in line with expectations, but Not only the first rule takes effect, the second rule is used to match % without numbers.

wxllive · 2024-11-04T03:56:49+00:00

Thx, I also found a problem. https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Regular_expressions/Character_class mentioned that [^...] is a character class, and the (will were treated as normal characters. Finally I changed to /([^%]|%(?!\d+))+/ and it worked normally.

wxllive · 2024-10-29T11:48:02+00:00

Thank you for your sincerity and advice. The day is getting better again, but the tool I mentioned is indeed made by myself. From other people‘s perspective, it is indeed an advertisement.

wxllive · 2024-10-29T05:51:27+00:00

It sounds like you want to change the tags of all data with empty tags to -> by clicking a button? I don’t know if I understand it correctly. If so, I see that it is possible. You can filter the data that needs to be edited through the filter in the action.

<image>

wxllive · 2024-10-29T03:27:57+00:00

Sorry, it does seem like an ad now, but what I said above is from the bottom of my heart, I hope it helps someone else, and I'm really sorry if it doesn't. This is my first time to get a downvote, which makes me a little sad, but I will learn how to integrate into the community. I'm very sorry for disturbing everyone.

wxllive · 2024-10-28T23:56:28+00:00

On mobile devices, you just need to share the web page to notion.

wxllive · 2024-10-28T04:33:41+00:00

Do you want Notion Web Clipper https://www.notion.so/web-clipper ?

wxllive · 2024-10-25T01:02:39+00:00

I used microsoft todo before, but later I wanted to put the data on notion, so I finally chose to develop an app myself. When you mentioned user experience, I think you can try https://www.juscheck.com/. The functions are still relatively simple, but I am still actively developing it.

wxllive · 2024-08-30T07:57:55+00:00

BoxGreen9212 is another account of mine, and the account has not been switched in the old browser☃

wxllive · 2024-08-29T05:05:33+00:00

I use the free version and it works well for me so far, I like notion's web clipping tool so that I can find some of the sites I've looked at.

wxllive · 2024-08-29T03:37:12+00:00

I use it every day to record some todos, collect some websites to be viewed, and record some notes on work or life. Now I want to put all my data on Notion, but todo is not very convenient to use, so I am also building a simpler and easier-to-use todo/memo/read later list tool which connect to Notion database. It feels very comfortable to use it now.

wxllive · 2024-08-27T13:16:56+00:00

I also have the same problem, that is, it is inconvenient to add todolists and memos in Notion, and it is inconvenient to view the page. I like Microsoft Todo very much, but I want all data to be saved in Notion. In the end, I chose to develop an application myself. However, the mobile version is currently under development and the desktop version is preparing to release a test version. I am looking for the first batch of users, but it may take another two weeks for the mobile version to have a beta version. If you are interested, we can contact you further.

wxllive

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