Samuel (SWE)

Software Engineer || Ex-Outreachy(Ersilia) || Ex- MLH Fellow(Solana Labs)

[Chrome @0xchromium]

Andrej Karpathy spent 2h showing how he actually uses AI day to day

he's a co-founder of OpenAI and led AI at Tesla, so when he shows how he works, it’s worth watching

and the whole session is just him telling the machine what he wants in simple terms, like he's briefing a coworker

watch what's actually happening the entire time:

> he describes the task in normal words
> it goes off and does the work
> he glances at the result and nudges it with one more sentence

that's the whole skill, and you've had it since you learned to talk

the only gap between that and a worker that runs on its own is handing that sentence a schedule and the tools to act

check his work, then build the version that keeps working when you stop

[/ˈhjuː.mə.nɔɪd/ @__ciox__]

Swift is a very beautiful language

You’d think building iOS apps is as well easy, till you meet Xcode 😂

[Samuel (SWE) @samuelmayna]

@Nyanchama_45 Si ukunywe maji kidogo dada.

[Vivo @vivoplt]

Don’t overcomplicate it.

• Build a Password Manager to learn file handling, hashing (not full crypto)
• Build a URL Shortener to understand routing, IDs, and persistence
• Build a Todo App with deadlines to practice CRUD and basic state
• Build a Web Scraper to learn requests, parsing, and rate limits
• Build a CLI Expense Tracker to master logic, files, and edge cases
• Build a Log Analyzer to work with files, timestamps, and patterns
• Build a Simple Recommender using similarity rules (not ML magic)
• Build an Email Automation Script using SMTP and scheduling

Projects. Not tutorials.

[Samuel (SWE) @samuelmayna]

@miss_amazing__ Wacha kuuliza maarif vitu😂

[lobistars🇵🇹 @john322226]

Don’t say anything, just retweet.

[Samuel (SWE) @samuelmayna]

@Toniauvfls Ai

[Samuel (SWE) @samuelmayna]

@miss_amazing__ Notebook surely.Afadhali words of affirmation basi.

[Samuel (SWE) @samuelmayna]

We pray. Pushed my loaded PR😂.We wait.

[Samuel (SWE) @samuelmayna]

@thejavabeast You must be something else😂😂.

[Erling Haaland @ErlingHaaland]

Finally! 🇳🇴

[Krishna Agrawal @Krishnasagrawal]

💥 Top 50 LLM Interview Questions & Answers

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1️⃣ Like & Repost
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[FRANCE 24 @FRANCE24]

At least 700 dead in Tanzania's post-election protests, opposition says
➡️ https://t.co/8RDpvvmm7C

[Samuel (SWE) @samuelmayna]

@nkmurgor @Misspreety17 bro rada? Umesema leo ni spray and pray😂😂

[Samuel (SWE) @samuelmayna]

@shadrac_matata I think the problem is on Google's side. Even international communities are facing such https://t.co/c2I7YKcOkx

[Samuel (SWE) @samuelmayna]

@miss_amazing__ My best therapy, more so now when I am jobless and side projects are not that favorable . I thought I was wasting time or lacked seriousness, but I am happy there are people who relieve themselves through such.
Mambo ni kimbikimbi.

[Samuel (SWE) @samuelmayna]

😂😂You are a top diciy my G.

[Joshua Onsase @Joshua_Onsase]

if you are a keen KOX, you can join the dots...

[Rita O. @_ritaokonkwo]

People on Blind never lie😂

[Samuel (SWE) @samuelmayna]

@Kelvinmwendwa__ Congrats mkuu.

[Ian Dancan @your_javaguy]

100 subs

Thanks y'all👊

https://t.co/1D6hQp9UJS