Answers from this site's live data
Hi — I'm Kurhula's AI guide. I know his systems, his journey and how he builds, and I can take you anywhere on the site. What brings you here?
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Live, as of 6 Oct 2026Kurhula Success Maluleke
I'm Kurhula — a software and AI engineer in South Africa. Rather than a list of claims, this site is the evidence: the systems I've shipped, a database that enforces its own rules, and an AI guide that answers from the same live data. Look around, or ask it anything.
2years building
2organisations founded
A private savings collective platform, built for real money and real family stakes.
Built with — tap to trace
Most used first — by how many projects on the map use it.
“I build systems disciplined enough to be trusted with real money, real institutions, and real people’s outcomes — engineered in South Africa, held to a global standard.”
Make it exist now; make it beautiful later.
2systems shipped
1in progress
Architectural and project management systems for a construction client.
Now building
MALULEKE-KS · last push 2 days ago · 63 commits in 4 weeks
More work
$ platform status --live✔ 20 business rules enforced by the database itself✔ 545 changes audited this week · 552 in total✔ every public page reads through a read-only database role✔ GitHub synced today✔ scheduled jobs healthy · last run today build c0eb952 · productionAnything expected to grow lives in data, never in a hard-coded list.
Buy the commodity, build the differentiated.
Failures made predictable and traceable, not chased into an impossible zero.
No AI acts autonomously on anything that matters.
Each system here is read live from this site's data — its status, its stack, and its commits straight from GitHub.
The GitHub homes, the work in each, and what it's built with — drawn live from GitHub and this site's data.
Counted live from this site's own database when you loaded the page — the rules it refuses to break, every change it records, and when it last checked GitHub.
Tell me what it is. Every inquiry goes through one form, and I review each one.
Reviewed within 48 hours
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