I used Claude Max, Cursor Pro, and Codex, and I was really wondering why Cursor has the best experience, the best output, and why it feels so fast, even though they all use similar bare models.
Here’s the thing, there’s something called a harness. It’s basically the environment and tooling built around the core model. At the end of the day, agents are just LLMs with some code and algorithms that let them read, write, and execute tasks or codes, right.
That’s what a harness does. And the Cursor team has invested a lot in their harness. They’ve made it much easier for the model to understand the codebase, navigate context, and produce really strong outputs.
@devwitheyob
#TechVibe #harness #agents
Here’s the thing, there’s something called a harness. It’s basically the environment and tooling built around the core model. At the end of the day, agents are just LLMs with some code and algorithms that let them read, write, and execute tasks or codes, right.
That’s what a harness does. And the Cursor team has invested a lot in their harness. They’ve made it much easier for the model to understand the codebase, navigate context, and produce really strong outputs.
@devwitheyob
#TechVibe #harness #agents
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TechVibe
I have a lot to say abot today's event it was really great I learned so much I had so muchhhh fun I will post in a bit @devwitheyob #TechVibe #devevents
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DevEvent was sooo fun. We hiked, danced, played truth or dare, ate, and did so many random fun things. You guys have no idea, it was actually really cool😁
I also met some really great people, including Semer Nur. I had a really good time with him and learned a lot from his experiences. He was super humble and genuinely happy to help people, which I really respected.
Overall, I had such a great time. Good people, good memories, good vibes.
@devwitheyob
#TechVibe #DevEvents
I also met some really great people, including Semer Nur. I had a really good time with him and learned a lot from his experiences. He was super humble and genuinely happy to help people, which I really respected.
Overall, I had such a great time. Good people, good memories, good vibes.
@devwitheyob
#TechVibe #DevEvents
😁5🤣2
Yoooo, 900 subs! You guys are the best. Thank you. You're gonna have a giveaway when we reach 1k. Also, let's make the community grow.
Join the discussion group: [Link]
@devwitheyob
#TechVibe #900subs
Join the discussion group: [Link]
@devwitheyob
#TechVibe #900subs
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Forwarded from Eyu's Terminal
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AAU about to make me crash out 🥲
😭10
One feature I think OpenAI should add is a popover-style “Ask about this” window inside long ChatGPT responses.
When I’m using ChatGPT to plan a project, it often gives me a detailed plan with 10 or more sections. While reading, I might want to ask a quick question about one specific part of the plan. Right now, I have to scroll back to the chat box, type something like “explain 4,” wait for the answer, and then scroll back to the original plan to continue reading. That gets annoying when I want to ask follow-up questions about multiple parts of the same plan.
A better experience would be, when I highlight or select a section of the response, it could show a small popover where I can ask a question about just that selected part. The answer could appear in the popover without disrupting the main conversation flow.
This would make it much easier to understand complex plans step by step without losing context or constantly scrolling back and forth.
@devwitheyob19
#OpenAI #features
When I’m using ChatGPT to plan a project, it often gives me a detailed plan with 10 or more sections. While reading, I might want to ask a quick question about one specific part of the plan. Right now, I have to scroll back to the chat box, type something like “explain 4,” wait for the answer, and then scroll back to the original plan to continue reading. That gets annoying when I want to ask follow-up questions about multiple parts of the same plan.
A better experience would be, when I highlight or select a section of the response, it could show a small popover where I can ask a question about just that selected part. The answer could appear in the popover without disrupting the main conversation flow.
This would make it much easier to understand complex plans step by step without losing context or constantly scrolling back and forth.
@devwitheyob19
#OpenAI #features
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Me watching Nahom Biruk and Solo Codes at this time while having an exam tomorrow😭. Great podcast, btw.
@devwitheyob
#TechVibe #podcast
@devwitheyob
#TechVibe #podcast
❤6
One thing I relate to in the podcast was when Brook (Solo Codes) said he gives his clients access to tools like Lovable and other AI vibe-coding platforms, then tells them to simply type out what they want to build. He uses that input to understand their vision and then builds the right version for them.
Damn, that makes a lot of sense because it helps clients feel involved in the creation process. Instead of just handing requirements to a developer, they get to actively explore and express what they want for their company.
@devwitheyob
#TechVibe #podcast
Damn, that makes a lot of sense because it helps clients feel involved in the creation process. Instead of just handing requirements to a developer, they get to actively explore and express what they want for their company.
@devwitheyob
#TechVibe #podcast
❤5🔥3
Forwarded from EKD Designs
Anyone that have a Printing Service & have a good material DM me @ekddesigns
❤1
👍5🔥1🤝1
Yooo, this is crazy. Two paychecks came in at the same time, one local and one on Upwork. Funny thing, I didn't expect them, I still have four or five days left. Life's feeling blessed 😁.
Sending one whole check straight to my mom. And guys, Grey works perfectly. now I'm waiting for the third job...
@devwitheyob
#TechVibe #random #upwork
Sending one whole check straight to my mom. And guys, Grey works perfectly. now I'm waiting for the third job...
@devwitheyob
#TechVibe #random #upwork
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Forwarded from Tech Nerd (yeab)
And @CoolioCodes was actually super awesome ... he put everything together and organized it really well. Honestly, he might be the most extroverted person I’ve ever seen 😁
You guys should definitely follow him. He’s planning to make dev events a regular thing and do a lot more of them. Let’s get him to 1K by tomorrow too 🔥
@selfmadecoder
You guys should definitely follow him. He’s planning to make dev events a regular thing and do a lot more of them. Let’s get him to 1K by tomorrow too 🔥
@selfmadecoder
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You guys, Claude Code is working in Ethiopia. I'm running my code without any VPN.
@devwitheyob
#TechVibe #ClaudeCode #AI
@devwitheyob
#TechVibe #ClaudeCode #AI
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Finally shipped a new AI feature. At my current company, we have an LMS built for TVET centers around AA. My task was to build and deploy a RAG-based assistant inside the lms.
The assistant helps students understand topics from their LMS materials, but with guardrails so it doesn’t give direct exam answers or do assignments for them.
Tech-wise, I built a separate NestJS AI layer running internally on the same Docker network as the backend, with workers for indexing and re-indexing materials when they change.
Used Gemini embeddings, PostgreSQL, pgvector(for the vector store), and Drizzle.
The hardest part was deploying it without breaking the live LMS, keeping material indexing reliable, and making the AI layer secure. happy to see it live 🙌
@devwitheyob
#TechVibe #AI #feature
The assistant helps students understand topics from their LMS materials, but with guardrails so it doesn’t give direct exam answers or do assignments for them.
Tech-wise, I built a separate NestJS AI layer running internally on the same Docker network as the backend, with workers for indexing and re-indexing materials when they change.
Used Gemini embeddings, PostgreSQL, pgvector(for the vector store), and Drizzle.
The hardest part was deploying it without breaking the live LMS, keeping material indexing reliable, and making the AI layer secure. happy to see it live 🙌
@devwitheyob
#TechVibe #AI #feature
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