Amos

Before you write SQL in production, you must: 👊 Crack your knuckles 💻 Open pgAdmin ⌨️ Type in ALL CAPS like the database owes you money

Today’s lesson: SELECT * FROM products; → everything SELECT name, price FROM products; → just what you need Capitalization doesn’t matter… but typing SQL in ALL CAPS just hits different. 😤 Also added a created_at column with NOW() with timezone. Small step solid foundation

Spent 1 hour today actually writing SQL by hand. No ORM. No AI. Just me, pgAdmin, and a products table. Feels good to go back to basics. #FastAPI #PostgreSQL #BuildInPublic

finally starting postgress section of the fast api course, let see how it goes #buildinginpublic

Once you build it from scratch first, the PyTorch version finally makes sense.Still a long way to go, but this tutorial removed a lot of the confusion. Next up: Transfer Learning for Computer Vision.#PyTorch #MachineLearning #BuildInPublic

Instead of loose weights floating around, the model now owns its own parameters in a clean, reusable class with __init__ and forward(). Big realization: torch.nn isn’t magic. It’s just the manual code I wrote earlier — but organized, scalable, and much easier to work with.

What is torch.nn really? I finally went through the official PyTorch tutorial properly instead of just copying code. Here’s what actually clicked for me: 1/ Started with the basics using raw tensors only — random weights, bias, and manual matrix multiplication.

@nathan__oji @TTeemple Captain save a hoe to the rescue

@TTeemple Sure. And i can clearly see why.

See person back like boys hostel toilet wall. The only thing wey no dey her back na "fvck ss3 boys"

@motalem269 @VillageParrot You brain nah nonsense full am

@VillageParrot Was just a thought tbh. This Nigeria, 1+1 isnt always 2.

They own, co-own, or get commissions from the shops charging for a fee. One full charge is 600, now imagine 400 devices per day. That’s 240k daily, for 21 days. Just for charging o.

@ModernGrindTech Good call on the streaming approach. Right now I'm using PIL.verify() after upload which catches most issues, but checking the first chunks before full read makes sense for production. For now this is portfolio/low-traffic, but I'll add proper streaming validation Later

@mosco361 size caps + dimension check is the right floor. In prod i stream the upload through sharp, reject anything that fails to decode in the first few KB, then re-encode to strip exif + normalize format.

3 weeks into FastAPI learning 📊 Real talk: Started strong, then inconsistent. Life happened. But progress ≠ pace: ✅ Pydantic validation ✅ CRUD operations ✅ Database basics ⏭️ Next: File uploads for my platelet counting API

@ModernGrindTech Appreciate the tip! 🙏 I did add size caps (10MB) and dimension checks tonight, but didn't know about the streaming aspect - still learning the nuances. How do you usually handle image validation in production?

@mosco361 pydantic + fastapi for a platelet counter is a solid stack. File uploads were the part that tripped me up first, UploadFile streaming + a size cap early saves pain later.

@aweowoblow @seglon @AbbeysMichael @DAMIADENUGA

@seglon @AbbeysMichael @DAMIADENUGA Be like say na u be the family of him new husband

A few hours after her ex-husband emotionally disclosed on a podcast that she left him to marry another man in the United States, Mayowa posted a video of herself dancing, showing off her dance moves.

This is going on my😅 Upwork portfolio tomorrow. #FastAPI #MedTech #BuildInPublic

Built my first production API tonight 🚀 FastAPI + YOLOv8 platelet detection: ✅ Upload microscopy image via POST ✅ Returns JSON with platelet count + bounding boxes ✅ Automatic Swagger docs at /docs ✅ Real model from my thesis integrated 2 hours. From zero to working API.

Refocusing on the goal: production API #BuildInPublic is messy sometimes 🤷‍♂️

@abdulazizsaditz @freeCodeCamp @prankurpandeyy Yeah and so

@freeCodeCamp @prankurpandeyy For God sake, we are in 2026

As a full-stack developer, you're responsible for coding both the front and back ends of a website. And in this handbook, @prankurpandeyy explains what's involved in full stack development. You'll learn about popular tools and languages, DevOps practices, how to approach the job hunt, and how to effectively use AI in your projects. freecodecamp.org/news/become-a-…

@realsultanoa @Ofer_binshtok Israel is doing a good job, hope they continue 🫣

@Ofer_binshtok Yet your brain didn't reset to see the beauty of Islam, soon your offspring will embrace it insha Allah

Before Islam arrived in Algeria, it was nearly 100% Christian. Today only 0.3% remain. That’s how dangerous Islam is.