Just found this awesome tool for sharing code on Twitter I have been wondering how people's code screenshots look way better than mine, here is the answer.

Tesla's Optimus robot is now selling popcorn at the Tesla Diner 🤖🍿.Looks so fun, can’t wait to visit in person someday!.🎥

Tried using pytesseract for OCR on scanned PDFs—another experiment today. Unfortunately, the error rate was way too high. The output text was so messy it’s basically unusable. #OCR #Python #pytesseract #PDF #AItools #DevNotes.

Tried using Cursor/Claude Desktop+Puppeteer MCP to interact with webpages. The #LLM #agent still struggles with tasks that are trivial for a human engineer—repeated failures, burned through the free quota quickly. Still a long way to go before agents reach real-world usability.

ML term: RLHF — Reinforcement Learning from Human Feedback. AI learns in rounds: train ➡️ get human feedback ➡️ fine-tune ➡️ repeat. Smarter with every loop. #AI #ML #RLHF #DeepLearning.

@jmorgan Now Ollama can even run new models like deepseek-r1 locally. Thanks to the open-source community, we can now use smaller LLMs for personal tasks—privately and without sending data to the cloud. #Ollama #DeepSeek #LLM #Privacy #OpenSource #AI #LocalAI.

@jmorgan This article from a year ago offers great context and covers other models as well:. "Ollama: The landscape for a powerful Open Source LLMs". #Ollama #LLaMA #LLM #OpenSource #AI #LocalAI.

LLaMA is the open-source large language model from Meta (Facebook). Ollama, the minimalist tool that makes running these models locally a breeze, was created by two Waterloo grads: Michael Chiang ( and Jeffrey Morgan ( X: @jmorgan.

Ollama is truly impressive — installation is super simple, truly minimalist. Running large language models locally has never been easier. Pair it with Open WebUI and you’ve got your own mini ChatGPT. #Ollama #OpenWebUI #ChatGPT #LLM #AI #LocalAI.

In the new versions of pandas, df.append() is removed!. #Python #pandas #DataScience #MachineLearning #AI #Coding

In SQLite, you can calculate how many days are left until a certain date like this example. julianday() converts a date to the number of days since year 0. Useful for date math in SQL. #SQLite #SQLTips #DateTime #DevTips

You can use a literal temp table in SQLite to define constants and join them like this example. A handy way for mapping values without creating a full table.

Back then, only super-skilled programmers could pull that off, but now with Python and AI, I coded it in just 10 something minutes! Most of the time was spent on the artwork though, which is super fun!.

Over the weekend, I made a plane shooting game with my son using PyGame, similar to the classic 1942 or TwinBee I played as a kid. #PyGame #Python #GameDev #AI #IndieDev #RetroGames #Coding #GameDesign.

In most relational DBs, SQL doesn’t support setting variables. If you want to set a variable's value in just one place, a recent tip I learned from AI is using like this:. #SQLTips #Database #AI #TechLearning"

Not sure if running Flask crashed it.

Can’t believe what just happened—my Python venv was happily running a script, then midway: python: command not found. Now the whole venv is broken. 💀 #DevLife #Python.

To revert

🤖 still catching up with Vite setups!.

But what I actually needed was:

This is what GPT taught me: