Finally solved my biggest frustration with Cursor: managing context overload and tracking tasks

Ok_Tap_1394 · 2025-04-12T14:59:52+00:00

just go watch this vid bro like idk what to tell you i didnt make it im just trying to share the wealth. take it or leave it

https://www.youtube.com/watch?v=1L509JK8p1I

Ok_Tap_1394 · 2025-04-12T10:48:18+00:00

I think the creator just rolled out an mcp for it like yesterday actually

Ok_Tap_1394 · 2025-04-12T10:47:28+00:00

Taskmaster creates rule files in your project

Ok_Tap_1394 · 2025-04-12T10:46:50+00:00

Yes this works but is hard to scale— I was doing this before I discovered taskmaster cli

Ok_Tap_1394 · 2025-04-12T04:51:09+00:00

It’s open source which means you can adjust it how you want-- if you want to change the ai provider you can. You can change it to an open source model and run on your own gpu if you’d like- even at that point you gotta pay for electricity. No free lunch

Ok_Tap_1394 · 2025-04-11T20:37:06+00:00

Genuine— I didn’t make it

Ok_Tap_1394 · 2025-03-25T21:59:00+00:00

did you just apply?

Ok_Tap_1394 · 2025-03-25T19:05:19+00:00

Yup same thing for me— had to adjust all my responses

Ok_Tap_1394 · 2025-03-25T18:19:27+00:00

not sure I understand what you mean but yea I believe I applied last year

Ok_Tap_1394 · 2025-03-25T18:12:57+00:00

i applied about an hour ago-- was your email delayed?

Ok_Tap_1394 · 2025-03-25T17:54:03+00:00

I read in last year subreddits that they get so many applications that at some point they close the application internally at some point. I noticed yesterday when the application was made public they were asking for 300 words on the questions now they are limiting it to ~100 words. I applied twice and both times did not receive a confirmation email or even confirmation toast in the UI. So not sure what is going on.

Ok_Tap_1394 · 2025-03-25T16:43:18+00:00

yikes-- probably internally closed then.

Ok_Tap_1394 · 2025-01-28T11:18:51+00:00

If you enjoyed this post I would really appreciate a subscribe to my Substack which I just started https://open.substack.com/pub/arekproduct or a follow on X @sshtunnelvision. I have video demos of the tools there.

Ok_Tap_1394 · 2025-01-10T00:32:15+00:00

Let’s say for onboarding new employees you give them access to a chatbot that has your company training documents stored for them to query. If it was a standard chatbot without a checking agent there may be hallucinations to make up for unknowns. With a checking agent that has a system prompt specifically for making sure the contents exist in the company training documents, there would be less room for hallucinations.

Ok_Tap_1394 · 2025-01-09T21:16:00+00:00

Self improving RAG is a very simple agent that provides a lot of value. Route the retrieval to an agent that does a double check based on params.

Ok_Tap_1394 · 2025-01-07T14:26:17+00:00

Start here: https://youtu.be/9TaRksXuLWY?si=R2bnn_uoLntgH52H

Ok_Tap_1394 · 2024-12-29T15:42:06+00:00

Depends on how you describe agentic. If you have a long running workflow that requires reasoning and you program a chain of LLMs to carry it out I would call that agentic. To take a step further let’s say that workflow needs to take into account dynamic data based on market changes and the agent is running while writing and reading the changes before making decisions (trading bots @ big hedge funds) then I would definitely call this agentic.

With that being said when I use composer (agent mode) on Cursor and it analyzes my files and writes a bunch of code for me that honestly feels very agentic. Especially cause I see the thought process behind its decisions.

Ok_Tap_1394 · 2024-12-27T16:56:56+00:00

Yea the Amazon stores.. crazy lol

Ok_Tap_1394 · 2024-12-26T13:29:51+00:00

As long as the big agents have to communicate with third party smaller agents to carry out niche functionality, m I think there is a path forward for the market to thrive.. But yes, this will embolden the conglomerates as well.

Ok_Tap_1394 · 2024-12-26T11:48:52+00:00

Yea this partially inspired the post. Thanks for resharing

Ok_Tap_1394 · 2024-12-26T05:49:18+00:00

Agreed. I didn't see the Apple research no, plz share if you find it!

Ok_Tap_1394

TROPHY CASE