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When a company says it has ‘$200M ARR,’ founders often picture a vault. Here is a calmer breakdown of run-rate, cash, burn, and why businesses raise money even when revenue looks large on paper.
Founders and headlines throw around ‘unicorn.’ It almost never means the company makes a billion dollars a year in revenue or profit — it marks a private valuation threshold, usually set during a funding round.
Looking at industrial giants and feeling behind is common among ambitious builders. The pain is real — but the comparison is often structurally unfair. Here is a calmer frame: trajectories, eras, and what ‘enough’ can mean at your scale.
Why I started moving away from Cursor and Claude Code subscriptions toward API-based AI coding workflows using DeepSeek, Kimi, and OpenCode — and what changed in how I think about cost and model choice.
Getting "The API Key appears to be invalid or may have expired" when using Kimi K2.5 or K2.6 in OpenCode? Here is the exact fix that worked for me using Moonshot AI instead of the Kimi Coding provider.
How halal returns differ from riba, with Sukuk, mudarabah, and Nigerian platforms — and why a projected return is not the same as guaranteed interest.
A practical step-by-step for the InvestNaija app in Nigeria: KYC, funding your account through Paystack, placing a buy order, how fees differ from riba, and what to double-check before you trade.
An educational overview of One17’s Shariah-compliant mutual fund: asset types, common Islamic contracts, fees, allocation ranges, and how to subscribe.
Step-style notes: subscribing to the One17 halal fund, tracking NAV, redemption rules, and habits that help new mutual-fund investors stay steady.
A growing set of notes on riba, halal vs interest-based returns, One17’s halal fund, InvestNaija walkthroughs, and a Nigeria-focused stock tracker — for Muslims and anyone investing ethically.
A snapshot table of selected NGX names with halal screening notes, AAOIFI-style ratio rules, and a simple dividend purification formula — refresh prices and ratios before you trade.
A concise note on what riba means in Islamic finance, with simple examples and how it differs from profit from real risk.
AI language models are transforming learning globally — but they're mostly built for the Global North. Here's how we can make them genuinely useful for African students.
A practical walkthrough of the vulnerabilities that break real applications — OWASP Top 10, injection attacks, authentication failures — and how to write defensively from day one.
Infrastructure gaps, payment friction, low bandwidth, and distrust of digital systems — and why none of that should stop you from building things that matter.
Breaking down the concept of riba (interest) in Islamic finance and why prohibition exists beyond just religious obligation.
A breakdown of the relationship between pdfjs-dist and react-pdf, and why understanding the dependency tree matters.
Key takeaways from Naval's podcast episodes on wealth creation, leverage, and specific knowledge.
Key insights from reading Imam Ghazali's Ihya Ulum al-Din and how they apply to modern life and entrepreneurship.
Both extract text from PDFs; one is a full engine with layout and workers, the other is a quick dump. I picked sides for an AI reading assistant.
After a virtual talk with startup investor Greg Fox: why timing can matter more than idea, team, model, or funding—and what readiness means for builders, with lessons from global giants and Nigeria’s ecosystem.
The story behind building in the education technology space in Nigeria and the problems I'm trying to solve.
The story of how my friends and I published our first academic paper and what I learned about research, collaboration, and persistence.
Indexes speed reads until they slow writes and eat RAM. I finally internalized ‘frequently queried’ as a design choice, not a checklist.
Parallelizing everything is tempting. Some pipelines only work in order — payments and balances taught me that the hard way.
Regenerating slides with pptxgenjs on every request was slow. Hashing the input and reusing the stored file when nothing changed made the API feel instant.
Next only picks up certain names for social images. I used og-image.jpg and wondered why previews broke until I read the convention list.
TTL is the right hammer for expiring documents, but storage, indexes, and delete load still count on small clusters like Atlas M0.
Client-side navigation can leave you halfway down the new page. A small effect tied to the pathname fixes it when you want a fresh scroll each time.
Each tool writes its own lockfile. Mix them and you get phantom bugs. Here is the cleanup ritual I use when I change my mind mid-project.
Copy-pasting the init command from the UI failed on Windows because & splits commands. Triple-quoting the URL fixed it.