Kwame Oteng Appiah-Nti (Atafoa Jack Ma)

Software Engineer | Aspiring AI Engineer | Entrepreneur | Writer | Passionate about E-Learning | Building @tonwoho and @webbyphp

[Kwame Oteng Appiah-Nti (Atafoa Jack Ma) @developerkwame]

Programmers write code. Engineers design systems. - https://t.co/2avLIz8A4S: @mattfarina.

[Khairallah AL-Awady @eng_khairallah1]

Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch.

Stanford taught the entire thing in 1 hour lecture & released it for free.

Bookmark this before it gets buried.

[Massimo @Rainmaker1973]

Multitasking vs focus

[Kwame Oteng Appiah-Nti (Atafoa Jack Ma) @developerkwame]

Smooth

[Openreel Video @OpenreelVidapp]

CapCut, but in your browser — no installs, no watermarks.
Shipped this week to OpenReel:
- Drag-and-drop effects & transitions
- 3D text & objects + track mattes
- Speed-curve ramps
- Redesigned tabbed editor + compact mode
- Smooth playback that follows your playhead
https://t.co/kiEseCJL1e

[Captain Insight @CaptainInsightX]

15 AI accounts worth following:

@karpathy ~ LLMs king
@steipete ~ OpenClaw king
@gregisenberg ~ startup ideas king
@rileybrown ~ vibe coding king
@jackfriks ~ solo apps king
@levelsio ~ startups king
@marclou ~ indie startups king
@EXM7777 ~ AI systems king
@eptwts ~ AI Twitter king
@godofprompt ~ prompting king
@vasuman ~ AI agents king
@AmirMushich ~ AI ads king
@0xROAS ~ AI UGC king
@egeberkina ~ AI images king
@MengTo ~ landing pages king

Who else deserves a spot on this list?

[Captain Insight @CaptainInsightX]

March 2023. Meta's LLaMA leaks.

Suddenly everyone wants to run it ~ and hits one wall. You need a $5,000 GPU to even turn it on. 🤯

One guy in Bulgaria looks at it and goes…nah.

Meet Georgi Gerganov 🇧🇬

> No team. No funding. No San Francisco.
> Just a developer quietly building a small C library in his spare time.
> While everyone else waited for GPUs, he tried to run LLaMA on his MacBook.
> One evening. Pure C/C++. No Python. No CUDA. No cloud.
> His own README said: "hacked in an evening, I have no idea if it works."
> It worked.
> He called it llama.cpp. 🚀
> Within days people were running real AI on laptops, Raspberry Pis, phones.
> The thing the whole industry said was impossible ~ one guy did it in a single evening.
> He'd already done the same earlier with whisper.cpp for voice.
> Today every local AI tool you've heard of ~ Ollama, LM Studio, GPT4All ~ runs on his code.
> 114k+ GitHub stars.
> Feb 20, 2026, Hugging Face acquired ggml. ai (his company/team). Code stays 100% open-source and free.

Most engineers spend years trying to get noticed.

This guy spent one evening, called his own work broken, and started the local-AI era.

What a man. 🐐

[Marcel Pociot 🧪 @marcelpociot]

Never in my wildest dreams have I thought that I would see books, written in Japanese, in a book store at the other side of the world, containing a whole chapter about the tools I build and maintain every single day. This is truly amazing ❤️

[pythonxi @python_xi]

Openreel video mobile app testing

[Sebastian Raschka @rasbt]

New article: a visual tour of recent LLM architecture advances, from Gemma 4 to DeepSeek V4.

I focus on long-context efficiency tweaks like KV sharing, per-layer embeddings, layer-wise attention budgets, compressed attention, and mHC.

Link: https://t.co/KO81y3kTH7

[TheSophisticatedDumbTechGuy @TheDumbTechGuy]

Highlights of the new proposal

[TheSophisticatedDumbTechGuy @TheDumbTechGuy]

@NITAGhana

I'm not sure why you're so intent on coming for the tech industry.

Now you want to restrict private organizations from hiring us unless we get a government certification?

What have we done to you? Seriously.

You keep doing this. It simply cannot be accidental.

[Kwame Oteng Appiah-Nti (Atafoa Jack Ma) @developerkwame]

@nyankahmensah @TheDumbTechGuy @koboateng @Yaw_Ridwan @NITAGhana 🤣

[iChongqing @iChongqing_CIMC]

A moment of stillness by the water, with Chongqing’s glittering skyline as the backdrop, blending the city’s vibrant energy with a gentle evening calm.🤍🗺️✨

#Chongqing #Cityscape #Riverside #UrbanView
📸langgejiaoniyongshoujipairenxiang

[Osaretin Victor Asemota @asemota]

I still keep saying this. We handed over a site to Huawei and they put their product there while we worked with them in parallel for 2 years. In those two years, there was ZERO downtime on their platform because the Chinese were ALWAYS working and proactive. They never rest. To compete, you must have the same work ethic.

[Movez @0xMovez]

SNAPCHAT PAID $150,000,000 FOR LOOKSERY - STARTUP IN DEEP LEARNING COMPUTER VISION

This 1-hour Stanford lecture on "DL for Computer Vision" will teach you how to build same project from scratch.

Bookmark it & watch today. Stanford's full course (19 lectures) on Deep Learning for Computer Vision below ↓

[CG @cgtwts]

Atlassian just reported $1.79B in quarterly revenue and serves 350,000+ customers

then fired the engineer who built their infrastructure

He shares the whole thing

a breakdown of Atlassian’s playbook:

> Envoy over enterprise load balancers
> sidecars for auth + logging + rate limits
> DynamoDB + SQS
> automated VM deployments

[Kwame Oteng Appiah-Nti (Atafoa Jack Ma) @developerkwame]

@TheDumbTechGuy @hassan_codes I agree with you Boss. I know you can make it happen.

[TheSophisticatedDumbTechGuy @TheDumbTechGuy]

Guys. Who knows how we can get a press conference organized?

It's time to talk to this government about its plans for the tech industry.

[Kwame Oteng Appiah-Nti (Atafoa Jack Ma) @developerkwame]

@black_kenpachi @TheDumbTechGuy @GTgotmotionn 🤣

[Yuchen Jin @Yuchenj_UW]

GPU shortage is worse than ever.

H100s cost more today than they did 3 years ago, and you cannot get them on-demand.

The big AI labs have locked up most of the supply for years. I’m worried university researchers and individual developers simply won’t be able to get GPUs.