Mandee Bot

Machine Learning Models in Production degrade over time, a concept In ML circles known as the Data Drift. Now that's where ML Ops comes in

I am Nigerian, and right now my dream is bigger than me. Only about 1% of global electronics manufacturing happens in Africa. That means millions of African innovators are building the future using ecosystems that don't account for them. Brilliant minds wait weeks for a single prototype PCB to cross oceans, stalled by borders and supply chains that ignore our shores. When iteration takes months instead of days, innovation suffocates. That gap has consequences. It keeps us as consumers of tech rather than creators. So at SkyPower / CircuitCraft, we are deciding to build towards changing it. We are completely rebuilding the hardware prototyping infrastructure right here in Nigeria. Local manufacturing. Precision engineering. Rapid iteration. We are putting the power to design, spin, and deploy production-grade hardware directly into the hands of African builders. The dream is bigger than us—but we are building the foundation anyway. 🇳🇬⚙️

🇳🇬NIGERIA “The killer of my dad… the abductors of our wives, our children, our sisters are being paid off by the tax payers money” This is why good men must act. @ChidiOdinkalu @USinNigeria @FoxNews @StateDept @DeleFarotimi @BOGbadams @SamAmadi

Backend Engineers throw Kafka into every architecture nowadays like it’s a compulsory tech stack. Meanwhile, many applications genuinely do not need Kafka at all. So, when exactly should Kafka actually be used?

The current President of the Senate, Godswill Akpabio: 1. Investigated for 108B Akwa Ibom fund 2. Implicated in a 40B & 86B NDDC fund 3. Alleged to have tried bribing EFCC boss Bawa with $350k 4. Currently leads the most corrupt senate in the history of Nigerian democracy

Let’s purge the system by allowing revolutionary youths come in. Let’s channel our resources to identifying and sponsoring capable youths who, other than financial restraints, are ready to drive our country to greatness. SERVICE TO THE PEOPLE! @NigeriaNDCHQ @iamHSDickson @UtomiPat @OselokaHObaze @NewsCentralTV @ParallelFacts

@MTNNG Explain to me like am 5 years old, how my 20gig data vanish in 16mins plus

The 100 mindset, the coolest way to live. A lifestyle of showing up fully every day for everything. It’s not about perfection.
It’s about giving your best, every single time, and living it 💯 LiveIt100

@iamcomputer__ Water , Kunu, Zobo

I really want to know what people who stopped drinking soda replaced it with. What did you replace soda with?

@MTNNG explain to me how 20 gig worth of Data vanishes into thin air just after 16:31 seconds. Haba Jama’a Over a network that is inconsistent, If this is not thievery I don’t know what this is @NgComCommission

@elonmusk In Nigeria, We have taken Empathy to Mars high levels. Fulani Terrorists, Boko haram and so-called “Repentant” Bandits when captured, are “Rehabilitated” and “Reintegrated” back into the communities they have so openly terrorized Learn from Nigeria @elonmusk

Beware the empathy exploit. Empathy is good and right when thought through (deep), but can be deadly to civilization when simply stimulus-response (shallow). For example, releasing a repeat violent offender may feel good at first (shallow empathy for the criminal), but it is wrong to do so when that person will go on to hurt or murder innocent victims, as there should be deep empathy for future victims.

@RecruitmentPq Some of them, na you go even pay, With small Abeg on top

Internships that pay nothing are not opportunities. They are unpaid labour dressed in career development language. And the companies that offer them have simply discovered that some people will work for free if you call it experience.

While others debate the future of Nigerian defense tech, we're building it. Indigenous tactical attack drones—designed, developed, and demonstrated at a secured military facility. Not theory. Not someday. Now.

@baba_sky_tech An amazing initiative The Nigerian government should be supporting projects like this, massively!

Enough Mosques in the North. Lets channel our energy to schools, skill acquisition centers, health care centers, clean water projects and so on!!

@jeffkullture @ana_herleemerh You deh mind this fraudster

@ana_herleemerh This video is a lie,BEROM people no even d Mangu

Another vedio of the Atrocities committed by Berom Christians terrorists yesterday evening: the killing of Muslim travelers continues. BEROM Christians terrorists continue to kill innocent Muslims Travellers on the Mangu road right in front of security agencies, yet nothing is being done to them. When exactly will the FG take action regarding the lives of Muslims being ended on these roads by those bl00dsuc1ng terrorists in Plateau State? What crime have Muslims committed in Jos to warrant their blood being spilled like this? ​How can they be killing Muslims and then be called upon to receive huge sums of money as compensation? When did the use of guns become legal within the community? They kill Muslims and there is silence as if it isn't being seen, but then they go to the media claiming that they are the ones being killed.

@Eddbryan1 @PathOfMen_ 😂😂

@PathOfMen_ So while sweating you smell of spermosterone instead of testosterone! 👍🏻

If sperm cells are not ejaculated, they are broken down and reabsorbed by the body within 75 days! retain your semen.

@AsakyGRN Low budget US Base

U.S. military instructors have begun training Nigerian soldiers in helicopter operations to strengthen the fight against t3rror!st.

@drkenon2 Every single thing Mike said is factual 💯 , The Elite are dismissive of the current situation, and the middle belt region is the area being hit the hardest .

Every Nigerian must listen to this revelation from Mike Arnold: Obama, Buhari, Tinubu, Nuhu Ribadu all played a big role in the current mess we are experiencing.

@General_Somto This is worrisome, alot of Nigerians are not aware of this

After Watching This Video To The End, You Will Understand That The Return Of Boko Haram Under Tinubu’s Administration Is Worse Than Nigerians Think, And Nigeria Is On The Verge Of Complete Collapse. Boko Haram Is Defeating The Nigerian Military, They’re Expanding Rapidly While Corruption Within The Military Is At Its Highest. Soldiers Are Reportedly On Low Morale, With Hundreds Abandoning Their Posts:

@Spearhead_Af @DavidHundeyin Makes sense for the 45% decline in Burkina Faso, All the terrorists have found a New Haven in Nigeria

Burkina Faso Records 45% Drop In Terror-Related Deaths Under Ibrahim Traoré’s Leadership Since its formation in 2024, the Alliance of Sahel States (AES) – comprising Mali, Niger and Burkina Faso – has faced relentless attacks by Western-backed terrorists, economic isolation and sovereignty violations by Western-aligned African states, and endless slander from Western and Western-aligned media. Despite these externally-imposed challenges, its member states have continued to record economic and political wins, and the West is clearly not happy. On April 2nd, 2026, US-based Western propaganda outlet @hrw put out a report alleging that the Burkina Faso military had perpetrated war crimes over the last 2 years, leading to the deaths of over 1200 innocent Burkinabé citizens. The report was quickly amplified by Western media, but didn’t have quite its intended effect. It was met with immediate backlash from Africans of good conscience across the Motherland and its diaspora, as well as the Burkina Faso government itself, which pointed out the report’s dishonest methodology, its unreliable sources, and the clear nefarious motives of its authors. In this report for the Spearhead, @okorieuche_ examines the reality behind the harrowing picture that this “report” attempts to paint of Burkina Faso, and what it means for Africa.