Exploring n8n these days for automation/AI Agents. I am a software developer, but I enjoy this no-code/semi-code tool, already found a few use cases via Upwork and SEMRush that I am going to implement.

Besides, I have initiated two series on my blog: T4P and GenAI on my blog and writing about Algo trading and GenAI stuff(https://blog.adnansiddiqi.me/)

PS: If anyone has any interesting ideas, then do ping me

I guess it'd work even if you make it 2.5 or evebn 3x.

> Am I the only one who actually dislikes the recent trend of putting emojis everywhere in CLI tools?

No.

SEEKING WORK Remote – Python / PHP / Go / OpenAI/LLMs / n8n / Web Scraping / APIs Technologies: Python, PHP, Go, n8n, OpenAI, Voiceflow, APIs, Web Scraping, Data Pipelines.

I’m a senior developer (14+ yrs) focused on automating boring business processes—chatbots, data pipelines, scraping, AI tools, internal bots, CRM workflows, etc.

Past work includes:

* Scraping millions of records weekly at a California startup * Ticket analysis bot using LLMs (cause, accountability, delay reasons) * Internal bot reading from CRM, ticketing, and brand guides * Chat transcript → lead → auto-sync to GoHighLevel * Voiceflow/OpenAI tools with ChatGPT-style frontend

Currently lead AI automation at a LA-based agency. I build full-stack AI tools and workflow automations (code/no-code).

Let’s build something useful:

SEEKING WORK Remote – Python / PHP / Go / OpenAI/LLMs / n8n / Web Scraping / APIs

Technologies: Python, PHP, Go, n8n, OpenAI, Voiceflow, APIs, Web Scraping, Data Pipelines.

I’m a senior developer (14+ yrs) focused on automating boring business processes—chatbots, data pipelines, scraping, AI tools, internal bots, CRM workflows, etc.

Past work includes:

* Scraping millions of records weekly at a California startup * Ticket analysis bot using LLMs (cause, accountability, delay reasons) * Internal bot reading from CRM, ticketing, and brand guides * Chat transcript → lead → auto-sync to GoHighLevel * Voiceflow/OpenAI tools with ChatGPT-style frontend

Currently lead AI automation at a LA-based agency. I build full-stack AI tools and workflow automations (code/no-code).

Let’s build something useful:

*→ [Book 15-min call](https://calendly.com/kadnan/one_one_15min)* [Website](https://adnansiddiqi.me) | [YouTube](https://www.youtube.com/@adnansiddiqiprojects)

But how to decode it back?

But how to decode it back?

This is objectively not true.

So LLMs have sweated to debug a production issue, got to the bottom of it, realised it is worth having more unit tests so values that and then produces a solution that has more unit tests. So when you ask the LLM to write code it is opinionated and always creates a test to go with it?

I don't know how your comment relates to our comments above. I took the original comment to mean that the poster believes LLMs cannot come up with novel solutions they have never seen before. It has been proven again and again that they absolutely can solve original problems and come up with solutions that were not in their training data.

The inclusion of shorts on the home page or search is the biggest irritative feature

Working mostly in AI/automation. Fiddling with LLMs to automate different parts of the business processes and making business owners' lives easier.

Keywords: Python, LLM, Inference, RAG, OpenAI, Claude, ollama, scraping.

Visit my audio resume(in podcast format) to learn more about what I can do:

https://youtu.be/5HpDELb-6Q8?si=Cm552Z112OXfFTHq

Traditional Resume: https://adnansiddiqi.me/Resume.pdf

PS: If you have some interesting...Ok, even some boring workflows that take both time and sanity, buzz me without worrying about cost or something. I am a good listener :-)

Shoot me an email at kadnan @ gmail dot com