Your first AI project doesn't need to be a startup.
Automate one annoying thing in your own day.
That's how you actually learn.
Stop writing one-line prompts. Use this structure instead.
#ClaudeCode
Victor | Victorious Tech retweeted
In 1856, in what is now South Africa's Eastern Cape, a young Xhosa woman named Nongqawuse said she had met ancestral spirits at a pool near the Gxarha River. Her uncle Mhlakaza carried the message to their chief. Chief Sarhili kaHintsa who was the senior chief of the Gcaleka, the leading Xhosa royal house.
Nongqawuse said that the spirits gave an instructions that they should kill all their cattle and destroy their crops, and the ancestors will rise, bring fresh, healthy herds and drive the British into the sea.
This did not come from nowhere. The Xhosa had endured decades of war, lost land, and a lung sickness that was killing their cattle. And of course, people in pain are always hungry for a promise.
In obedience to this supposed spiritual instruction, about 400,000 cattle were slaughtered. Now, on February 18, 1857, the appointed day, nothing happened.
South African History would later call Chief Sarhili the last king to rule over Xhosaland before the cattle killing fragmented it. Despite decades of clashes with the British, he had managed to bring some unity to the Xhosa nation but an obedience to Nongqawuse prophecy destroyed everything.
Here is the part that matters the most. The believers did not stop and ask whether the prophecy was false. They asked who had RUINED it. They blamed the minority who had refused to kill their cattle, known as the amagogotya, the "stingy ones." The doubters were harassed and attacked. Some had to run to the British for protection. The killing and the hunger went on, and estimates of the dead run to tens of thousands.
The prophecy was never examined. The reason why it did not come to pass was simply blamed on those who had the audacity to question its authenticity.
Now, something worse is happening.
When you question a belief, raise a concern, you will see someone say "But why don't you say this about the other people too?” The person rarely says the claim is false. They do not point to an error in the evidence. They move the conversation to another address.
In philosophy, this is known as tu quoque, Latin for "you also," and its popular form is whataboutism. It answers a criticism with a counter-accusation. Logicians treat it as a cousin of the ad hominem, because it attacks the person instead of the claim, and it says nothing about whether the original charge is true.
Soviet officials perfected this. If you are a student of history you may have read about it. Whenever the West criticised the gulags, the reply was "and you are lynching Black people." Both were real, and both were evil. Neither cancelled the other. It’s the most annoying and unintelligent kind of argument.
Before you say “KAA, why don’t you talk about Islam too,” consider that a doctor treating one patient is not guilty of ignoring the rest of the hospital.
Let me paint a picture further for those who love education, and explain why you feel threatened when your beliefs are questioned.
In a 2016 brain-imaging study, researchers challenged the strongly held political views of 40 people and watched how their brains responded. The emotion and threat regions, the amygdala and the insula, lit up. The people who were willing to change their minds showed less of that response. So what you feel when your belief is questioned is not imagined. It is the same alarm system that fires when you sense danger.
That tightening in your chest is real, but it is not evidence. It tells you the belief matters to you. It does not tell you the belief is true.
Put these together and you have the state of mind. It is not stupidity and it is not evil. It is threat. When a belief has become part of who you are, a question feels like an attack on you, and the mind quietly swaps the question. It stops asking "Is it true?" and starts asking "Who is coming for my side?" In 1857, that question had a name: the amagogotya.
A belief that is true can survive a question. Only a fragile one needs a bodyguard.
-KAA
#kaa_truths
Victor | Victorious Tech retweeted
The Pastor Nobody Was Allowed to Question
In the 1960s, an American preacher named Jim Jones built a church called Peoples Temple. In a country where churches were still largely segregated, he welcomed Black and white members together. Many followers called it their home, a place of joy and belonging.
Then the control began. Researchers describe his authority as highly centralized. Members who challenged his edicts were punished, and he built loyalty by weakening their family ties. He moved the church to the jungles of Guyana and held midnight drills called "White Nights," where followers drank a liquid they believed was poison, to prove their loyalty.
In November 1978, relatives of members persuaded US Congressman Leo Ryan to investigate. A few residents asked to leave with him. Jones ordered Ryan killed at the airstrip. Then he called everyone to the pavilion and told them to drink. More than 900 people died that day, including well over 200 children.
Most of us call it a cult and move on. But the question worth asking is not "how did they become so foolish?" It is "how did ordinary people end up here?"
What research says about obedience
In the early 1960s, psychologist Stanley Milgram told participants to give electric shocks to a stranger, increasing up to 450 volts, while the man cried out in pain. Nobody expected what followed. Sixty-five percent of participants went all the way to the top, simply because a man in authority told them to continue.
But the variations hold the real lesson. When the same experiment moved from Yale to a shabby office, obedience fell to 47.5%. When the authority was not in the room, it dropped sharply. And when another participant refused to continue, it dropped sharply again.
So obedience is not mainly about stupidity or wickedness. It depends on how legitimate the authority looks, how close he stands, and whether anyone dares to say no first.
Now look at a typical pulpit. The stage. The title. The robe or the expensive suit. The word "anointed." The warning that questioning "the man of God" invites a curse. That is Milgram's lab coat, and it works the same way.
I am not saying every church is Jonestown. Jonestown is the far end of the road. But the first step on that road is a sentence you will hear in many congregations: "Don't question the man of God."
The most hopeful finding is the last one. One person refusing makes it easier for the next. Somebody has to be the second person in the room who asks, "Where is that in the book?"
-KAA
#kaa_truths
Weekend question: what's one boring task you'd love AI to do for you?
I'll pick a few replies and show how I'd automate them 👇
If I had to start from zero today, this is the plan 👇
#AI #BuildInPublic
DevOps journey update: I'm on Docker now.
What made it click for me: an image is the recipe, a container is the meal. You can cook the same recipe 10 times.
What concept took you the longest to get?
Python one-liners I use almost every week 🐍
Which one is new to you?
#Python
Hot take: the people who'll win with AI aren't the fastest typists.
They're the ones who can explain clearly what they want.
Writing is the new coding skill. Agree or disagree?
Everyone's telling Claude to "build Lagos Life, make no mistakes" 😂
Prompts alone won't save you. Setup will.
5 habits that make Claude Code actually deliver 👇
Which one do you already use?
#ClaudeCode #AI
Victor | Victorious Tech retweeted
We just raised an $8M seed round to kill AWS, GCP, and Azure.
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Get off the traditional, legacy cloud.
Start deploying your services on InstaCloud today.
Victor | Victorious Tech retweeted
GOOGLE HAS RELEASED SOMETHING NO ONE EXPECTED.
An 8-minute tutorial on how to build your first AI agents.
Victor | Victorious Tech retweeted
🚨 ¿Entiendes lo que acaba de decir el CEO de Anthropic?
Dario Amodei dijo que la ingeniería de software va a estar automatizada en 12 meses.
No en 10 años. No en 5. En 12 meses.
Los mismos ingenieros de Anthropic ya no escriben código a mano. Dejan que el modelo lo escriba y ellos editan.
Las personas que están aprendiendo Claude en este momento no están preocupadas.
Todos los demás deberían estarlo.
Guía de 4 horas a continuación.
Anthropic just launched a free 4-hour course.
It teaches you to use Claude with the same workflows their own engineers use internally.
00:15 → How to structure prompts for Claude the right way
11:41 → The "output contract" that fixes inconsistent responses
30:04 → The loop that makes Claude's agents more reliable
33:21 → Why Claude struggles with certain coding tasks
1:33:39 → The workflow Anthropic engineers use every day
2:50:56 → The simple tweak that makes Claude noticeably smarter
No Anthropic account, no API key, no subscription needed. Just an email on Skilljar.
When you finish, you get a certificate signed by Anthropic. There are already several free courses total, and most "AI experts" on LinkedIn never took any of them.
Save this and watch it today.
Then read the article below.
Victor | Victorious Tech retweeted
Sam Altman, CEO of OpenAI:
“You don’t need to write prompts anymore.”
In just 27 minutes, he breaks down how to use ChatGPT at a level most people haven’t even discovered yet.
This was a talk he gave to Stanford students. A friend sent me the recording last night.
After watching it, I realized I was using maybe 15% of what ChatGPT is actually capable of.
Watch the full talk, then check out the guide below on building a system that can prompt itself.
Victor | Victorious Tech retweeted
INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 2 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and bookmark it now.
Victor | Victorious Tech retweeted
BREAKING NEWS!
The engineer who built Claude Code from scratch just released a 28-minute video that's pure gold: how to write prompts that deliver ridiculously good results.
I've seen $300 courses that don't even come close to what he explains in the first 10 minutes.
CLAUDE.md files, memory shortcuts, parallel sessions, and prompting patterns that almost no one uses...
All in one single video. Completely free. No fluff.
Whether you're a developer, just starting, or have already been using Claude for months, this changes the game for you starting today.
Save. Watch. Share.


















