Students for a Better Future · Cape Town · 22 May 2026
AI Fluency = Career Readiness.
How to use AI like someone who already has the job.
Akhil Boddu
·
Co-Founder, Zaio Institute
·
Creator, AfricanTechBro
01 / 19
africantechbro.ai·zaio.io
Who's in the room tonight
Two voices. One hour. Real answers.
Host
Akhil Boddu
Co-Founder · Zaio Institute · @africantechbro.ai
Runs SA bootcamps that have placed hundreds into tech roles. Creates content for 100K+ followers about how to ship career-ready in 2026. Uses AI in production every day.
SBF · 22 May 2026 · 60 min
Guest · video segment next
Asif Hassam
CTO · Zaio Institute
Hires and onboards junior engineers every quarter. Sees who shows up "AI-fluent" and who doesn't — and what the gap looks like in your first 90 days on the job.
▶ play next slide
02 / 19
africantechbro.ai
Industry voice · 5 min
Asif Hassam · CTO, Zaio Institute.
Q1 · the practical
In your first 90 days at Zaio, what's one task AI saved you hours on that you didn't expect?
Q2 · the warning
What's the most common mistake you've seen junior team members make with AI?
Q3 · the habit
If you were 19 again and entering the workforce tomorrow, what AI habit would you start today?
03 / 19
What we're doing in the next 60 minutes
Three tools. Four phases. Three things you do tonight.
No motivational filler. By the end of the hour you walk out knowing exactly what to install, what to read, and what to fork.
3 TOOLS
① Claude — the chat
② Agents — career-ops + others
③ AWS — where it scales (later)
4 PHASES
⓪ Student Now — this week
① Get In — now → first offer
② Look Ready — first 90 days
③ Stand Out — year 1+
3 ACTIONS TONIGHT
① Open claude.ai
② Fork career-ops
③ Comment SBF on IG
04 / 19
africantechbro.ai
Reframe · before we dive in
You already use AI. You just don't direct it.
A 30-second map of the AI in your day, before we get to the part where YOU drive.
06:30
📱
Face ID unlock
Computer vision identifies you in 0.1s.
07:00
🗺️
Maps ETA
Traffic prediction across millions of trips.
09:00
📧
Gmail autocomplete
Finishes your sentences in your style.
12:30
🛡️
Spam filter
Blocks 99% of phishing you'll never see.
16:00
🎵
Spotify Made-for-You
Playlist generated for your taste alone.
23:00
🏦
Bank fraud check
Flags weird transactions while you sleep.
That's passive AI — you're the passenger. The rest of tonight is active AI — you take the wheel and direct it, on purpose, to do specific work.
05 / 19
africantechbro.ai
Zoom out · the world you're graduating into
5 forces already reshaping how you'll work.
No predictions. Just shifts that are already measurable in 2026. AI fluency is the through-line on all five.
FORCE 01
🧠
AI fluency = new literacy
In 2026, "knows how to direct AI" is what "knows Excel" was in 2010. Required, not optional.
FORCE 02
🌍
Remote-first is permanent
You can apply for jobs in London from your bedroom in Khayelitsha. Like Shein — borders stopped mattering.
FORCE 03
🧩
Skill-stacking > degrees
Like TikTok niches — your stack of shipped work matters more than how long you've been "verified."
FORCE 04
🔄
Career = 5–7 jobs
Closer to dating than marriage — you'll work with many companies. Build portable skills, not loyalty.
FORCE 05
⚙️
Automation reshapes every field
Like what smartphones did to film cameras — but for every office role. Adapt or get replaced.
The through-line: AI fluency is the one skill that compounds across all 4 of the other forces.
06 / 19
africantechbro.ai
Quick map · the 4 D's
Anthropic researchers named the 4 skills of AI fluency.
We touch each as we go. Free 5-lesson course is the take-home if you want the depth.
D
Delegation
Setting goals and deciding whether, when and how to engage with AI. Like knowing when to ask the group chat vs Google it yourself.
D
Description
Effectively describing goals to prompt useful AI behaviors and outputs. Like Uber Eats: "no onions, sauce on side" beats "one burger please."
D
Discernment
Accurately assessing the usefulness of AI outputs and behaviors. Like spotting a fake WhatsApp voice note before you forward it.
D
Diligence
Taking responsibility for what we do with AI and how we do it. Like driving — the GPS picks the route, but YOU get the ticket.
07 / 19
Your roadmap · today through year 2
4 phases. 4 AI moves.
Each phase has one core leverage move. Master one before the next.
THIS WEEK
00
Student Now
Study smarter · past papers · group projects · lecture notes.
NOW · this year
01
Get In
CVs · cover letters · interview prep · LinkedIn · landing the offer.
+30 → +120 days
02
Look Ready
First 90 days: ramp fast, take great notes, write like senior trusts you.
Year 1+
03
Stand Out
Hire agents · ship more · think bigger than your title.
08 / 19
africantechbro.ai
Before your first job, AI is your patient tutor.
Four moves you can run THIS week — for your modules, your assignments, your study group. No job hunt required.
📖
Study anything — 3 ways at once
Paste a concept you don't get. Ask for it explained simply, then at exam depth, then with an analogy you already know. Three angles = the one that clicks for YOU.
"Explain [topic] 3 ways: (1) like I'm 12, (2) at university exam depth, (3) using a football / shopping analogy."
📑
Past papers → infinite practice
Paste one past-paper question. Ask Claude to generate 5 similar ones at the same difficulty. Mark your answers against its model answers. Most students never do this.
"Generate 5 questions like this one, same difficulty. After I answer, mark each / 10 with notes."
👥
Group projects that don't suck
Drop your group's WhatsApp / Teams transcript into Claude. Get a clean action list with owners + deadlines. End the "who said they'd do what" arguments forever.
"From this chat: action items with owners + deadlines. Flag anything unassigned. List what we still need to decide."
🎙️
Lecture → study guide in 5 min
Record the lecture (where allowed). Get the transcript. Paste into Claude. Output: structured notes, key terms with definitions, 10 quiz questions for self-test.
"Turn this transcript into: (1) bullet notes by topic, (2) key terms + 1-line definitions, (3) 10 self-test questions with answers."
09 / 19
africantechbro.ai · these prompts are in the SBF bundle
Apply 10× sharper.
The 4 places AI gives you an edge between now and your first offer.
📄
Tailored CVMatch every line to the job description's exact keywords.
✉️
Cover letter1-page in your voice that sounds like you actually want THIS job.
🎯
Interview prepMock 5 hard questions, get feedback, do it again.
💬
LinkedIn outreachDM hiring managers a 3-line message that doesn't feel like spam.
📱Phones-on · 90 seconds
Live: tailor a cover letter, now.
①Open claude.ai on your phone (free tier is fine)
②Paste the prompt below — fill in the [brackets]
③Hit send · we share what came back in 2 min
You are an expert career coach. Write me a 200-word cover letter for this job:
[paste the job description here]
Here's me: I'm a [year of study] student at [uni]. I'm strong at [2-3 skills]. The 3 things I most want this employer to know are: [1, 2, 3].
Match the company's tone. No clichés. End with one concrete question I should ask in the interview.
⏱ 90 sec from now
10 / 19
africantechbro.ai · screenshot this prompt
Don't look lost in your first 90 days.
Four moves that make seniors say "this junior gets it" before week 3.
📝
Meeting notes that don't suck
Record on your phone (with permission), drop the transcript into Claude, ask for action items + owners + dates.
"Summarise this meeting. Pull every action item, who owns it, and the deadline. List open questions separately."
📚
Ramp fast on anything
Your team uses an acronym you don't know. A tool you've never opened. A regulation that's new. Ask Claude for the 5-bullet brief.
"Explain [thing] like I'm a smart graduate. 5 bullets, then 3 questions I should ask my manager."
✉️
Write in your boss's tone
Forward 3 past emails from your manager. Ask Claude to match the tone for your draft. Suddenly your Slack messages read 2 years more senior.
"Here are 3 emails my manager wrote. Draft my reply to this thread in the same tone — same level of formality and length."
🔍
Industry research in 10 min
Your boss asks "what are our competitors doing?" Paste 5 article URLs into Claude, get a synthesised 1-pager. Cite everything.
"Compare these 5 companies on [dimension]. Output as a table. Flag where sources disagree."
11 / 19
africantechbro.ai
Beyond chat · the leap most students miss
Chatbot is an intern. Agent is an employee.
Same brain. Different permissions. Totally different output.
Chatbot
💬
The intern in the chat box
Answers your questions. Drafts text you copy-paste. Cannot leave the chat — can't touch your files, send your emails, or check job boards for you. Everything we did on slide 8 was chatbot work.
Examples: ChatGPT · Claude.ai (browser) · Gemini
Agent
🦾
The junior employee you hired
You give a goal. The agent opens browsers, reads your files, fills forms, sends drafts, tracks responses. Reports back when done. Runs while you sleep.
Example: career-ops → next slide
12 / 19
africantechbro.ai
Concrete example · open-source · MIT licensed
career-ops: the agent built for exactly what you're about to do.
github.com/santifer/career-ops
★ 46K
MIT
AI-powered job search system built on Claude Code. 14 skill modes. Scans job boards, scores roles against your CV, tailors PDF applications, tracks responses. Free. Forkable. Runs on your laptop.
STEP 01Scans job boards (OfferZen, LinkedIn, careers pages)
→
STEP 02Scores each role vs your CV (4.0+/5.0 = apply)
→
STEP 03Generates ATS-friendly tailored PDF
→
STEP 04Tracks every application + response
Fork it tonight. Free. Working agent on your laptop in 30 min — step-by-step guide at africantechbro.ai/guides/run-your-first-ai-agent
13 / 19
github.com/santifer/career-ops
3 agents that compound your edge from week 1.
You'll hire these three before you ever hire a person on your team.
AGENT 01
🎯
career-ops
Your job-hunt agent
Scans · scores · tailors · tracks. Free, MIT, 46K stars. Replaces 5 hours/week of scrolling and CV-tweaking from week 1.
When · NOW + every 6 months when you job-hop
AGENT 02
📚
Claude Projects
Your ramp-up agent
Upload your team's docs, past meeting notes, the regulation PDFs. Claude becomes a teammate who has read everything. Ramp in days instead of months.
When · first 90 days on every new job
AGENT 03
🔬
Research synthesis
Your "5 PDFs → 1 pager" agent
Your boss asks "what's our competitor doing?" — you drop 5 URLs into Claude, return a cited 1-pager in 10 min. Looks like a week of work.
When · weekly, for the rest of your career
14 / 19
africantechbro.ai
The honest part · don't skip this
Three ways AI will embarrass you.
And what to do instead. SBF's discipline is your edge here — you verify, you don't trust blindly.
RISK 01
🤥 Hallucination
AI invents facts, fake quotes, and citations that don't exist. It sounds confident doing it. Like that one friend who confidently gives wrong directions.
DiligenceVerify every specific claim. Especially numbers, names, citations, dates.
RISK 02
⚖️ Bias
AI absorbed the internet — including its prejudice. It can amplify what's wrong about race, gender, geography, class. Like the TikTok algorithm — feeds you what people like you watch. Sometimes that's fair, sometimes not.
DiscernmentQuestion outputs about people. Diversify your sources. Notice what's missing.
RISK 03
🚩 Plagiarism / detection
Submitting AI work as your own = academic fraud. Turnitin's AI detection flags students every week. Some get expelled. Same rule as copying a friend's assignment — the system catches it, the consequence is the same.
DiligenceUse AI to draft + improve YOUR thinking. Never to replace it. Disclose when you're allowed.
The test: "Would I be embarrassed if my professor — or my new boss — saw this exact prompt?"
15 / 19
africantechbro.ai
Pause · think · share · 15 minutes
Group activity: apply tonight's ideas.
Get into groups of 5. Pick ONE of the 3 themes below. 10 min discussion · 5 min share-back. We'll hear from one group per theme.
THEME 01
🏠
Personal Life
Where could AI save you the most time this week?
THEME 02
📚
Studies
How would you use AI to get better results this semester?
THEME 03
💼
Future Work
How would you use AI when applying for jobs?
⏱ 10 min discussion · 5 min share-back · GO
16 / 19
africantechbro.ai · groups of 5
Before you sleep tonight
Three actions. Thirty-five minutes.
By tomorrow morning you've opened Claude, forked an agent, and lined up your IG DM with the slides.
STEP 01 · 5 min
💻
Open Claude
Sign up at claude.ai (free tier). Re-run the slide 8 cover-letter prompt with a real SA job you'd want.
claude.ai
STEP 02 · 25 min
🎯
Fork career-ops
Your job-hunt agent. Follow the guide on africantechbro.ai — clone the repo, drop in your CV, watch it score a real job posting.
/guides/run-your-first-ai-agent
STEP 03 · 5 min
📷
Comment SBF on IG
On my latest post. I'll DM you tonight's slides, the cover-letter prompt, and the career-ops setup guide in one bundle.
@africantechbro.ai
17 / 19
africantechbro.ai
Take the slides home
Comment SBF on my latest Instagram post.
I'll DM you the slides + the cover-letter prompt + the career-ops setup guide + the link to the Anthropic AI Fluency course. Want it on the web? africantechbro.ai/presentations/2026-05-22-ai-fluency-sbf — press ←/→ through it any time. Share it with a friend from your cohort.
📷
Comment SBF
@africantechbro.ai
🎵
TikTok
@africantechbro.ai
📸 Take a photo of this slide now
18 / 19
You're not behind.
You're 18 months ahead of your peers.
Q&A · 10 minutes · ask me anything
19 / 19
Thank you · africantechbro.ai · zaio.io