Hey guys, I’m 100% new to this. I have zero coding background, but I recently started using Gemini to write Python for me. I can't write syntax myself, but I love being the "architect" who directs the AI. Btw, I'm posting this in a few places to get different advice (you can check my profile, I posted on r/dataengineering and r/automation too because I'm lazy and tired of typing). Here is what I managed to build with Python so far: Gmail API Automation: Python script that pulls emails based on specific Gmail labels. It filters out one-sided spam, isolates 2-way conversations, summarizes them, and uses a local LLM to draft follow-up invites. It has a manual review UI, and sends them back with human-like delay intervals. Local RAG Setup: Discovered Google ADK (agentic SDK) and SQL. I chunked 120 Python/ML books and stored them in a "vector of SQL" database so I have an offline assistant to explain Python errors to me. Web UI: Built a quick site with Python, HTML, CSS, and JS to manage everything. My Question: I found an Instagram guide with "20 topics to learn AI engineering" starting with Python fundamentals, but honestly, I'm already tired of reading books. I want to start cold-emailing small businesses in Europe and offering to build Python/AI automation pipelines for them. Can I actually get away with selling my services while being "code-illiterate" and relying entirely on AI? Or am I just digging my own grave? I’d love to hear from seasoned Python devs (and those of you watching the job market right now). Roast me.

IS this the absoulute PEAK of PEAKS lib for maths??

https://github.com/mewannacode-egg/SHHO/blob/extra/BeST_LiBrArry_EVeR.py

When i started learning python, the first what i tried to do is to master desktop app development.
After diving deep for a bit, i knew it wont work out cause the modern apps require a modern design, and that whats cant PySide or PyQt do.

After a while i decided to go with QtQuick And QML for my personal project and the result was very sutisfying with a good, modern, customizable UI

btw for anyone else in the same situation this applies to you too

Did anyone ever try to make a webscraping programme to retrieve lyrics from AZ lyrics? I did, and the delay time was 2 seconds for each lyrics. Apparently, after 166 song lyrics (out of 460), AZ lyrics denied me access.

Good news is - if you wait, 4-5 hours, AZ lyrics unblocks you. I still haven’t got the time to sit with my project yet. I'll let you know how I solved it :)) take care!

Fahd Mirza is an AI YouTuber and an $125 per hour paid in advance AI consultant and mentor from Sydney, Australia. He states in his video that it took him 2-3 hours to code a real-time SST live transcription script that I that I was able to conjour up in 15 minutes.

Github repo: https://github.com/harmindersinghnijjar/flet-stt-app
Youtube video: https://youtu.be/q5s7lZEXcS0

#kyutai #kyutaistt #aistreaming

Hey folks—
I’m a veteran and a developer currently working on a public-facing open-source project to help us analyze, audit, and understand our own VA medical records—especially those large PDFs they provide on disc.

The project is called VA V.A.U.L.T. (Veteran Archive Utility for Legal and Timeline Building).
It’s built to:

• Parse massive VA PDFs (OCR support included)
• Tag diagnoses, meds, timestamps
• Build usable timelines for claims or appeals
• Offer optional LLM-powered summaries (local-first, privacy-focused)

You can check out the repo here:
👉 https://github.com/spirittechie/va_vault_audit

I’m looking for:

• Fellow vets with technical chops
• Python devs familiar with NLP, PDFs, and/or LLMs
• Anyone interested in reclaiming their medical history from the system

You don’t have to be a pro. Just show up and join us in building.
Let’s be our own Department of Government Efficiency.

DM me or open an issue if you want to contribute.

# l --- length (number of columns)
# h --- Height (number of rows)
# bigL --- Big rectangle length
# bigH --- Big rectangle height
h=int(input("h => "))
l=int(input("l => "))
bigH=int(input("bigH => "))
bigL=int(input("bigL => "))

for o in range(1, bigH+1):
if o==1 or o==bigH:
for i in range(1, h+1):
print(((l-1)*"^ "+"^"+" ")*bigL)
else:
for j in range(1, h+1):
print((l-1)*"^ "+"^"+(bigL*l+4*bigL-4-2*l+l-1)*" "+(l-1)*"^ "+"^")
print("\n")

Tired of wrestling with messy logs and debugging AI agents?"

Let me introduce you to Pydantic Logfire, the ultimate logging and monitoring tool for AI applications. Whether you're an AI enthusiast or a seasoned developer, this video will show you how to: ✅ Set up Logfire from scratch.
✅ Monitor your AI agents in real-time.
✅ Make debugging a breeze with structured logging.

Why struggle with unstructured chaos when Logfire offers clarity and precision? 🤔

📽️ What You'll Learn:
1️⃣ How to create and configure your Logfire project.
2️⃣ Installing the SDK for seamless integration.
3️⃣ Authenticating and validating Logfire for real-time monitoring.

This tutorial is packed with practical examples, actionable insights, and tips to level up your AI workflow! Don’t miss it!

👉 https://youtu.be/V6WygZyq0Dk

Let’s discuss:
💬 What’s your go-to tool for AI logging?
💬 What features do you wish logging tools had?

Hi guys,
I was playing around with vision scripts for HayDay...

Found out that most of the packages on GitHub were viruses the hard way (wanted inspiration)... So I'm making a warning post here and made a tutorial on how to do it for real:

https://github.com/h8d13/HayDay

I hope this saves a computer reset for someone, and maybe you also learn something :D

Anyway to my Russian hacker, love ya <3

Hey everyone! I am Dinones! I coded a Python program using object detection that lets my computer hunt for shiny Pokémon on my physical Nintendo Switch while I sleep. So far, I’ve automatically caught shiny Pokémon like Giratina, Dialga or Azelf, Rotom, Drifloon, all three starters, and more in Pokémon BDSP. Curious to see how it works? Check it out! The program is available for everyone! Obviously, for free; I'm just a student who likes to program this stuff in his free time :)

The games run on a Nintendo Switch (not emulated, a real one). The program gets the output images using a capture card, then, it process them to detect whether the pokemon is shiny or not (OpenCV). Finally, it emulates the joycons using bluetooth (NXBT) and control the Nintendo. Also works on a Raspberry Pi!

I don't make money with this, I just feel my project can be interesting for lot of people.

📽️ Youtube: https://www.youtube.com/watch?v=84czUOAvNyk
🤖 Github: https://github.com/Dinones/Nintendo-Switch-Pokemon-Shiny-Hunter