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04 — About

Bandile
Ndlovu.

3rd-year CS Student · Snr Vibe Coding
South Africa · GMT+2

True dominance requires more than just raw ambition; it requires a deep, sovereign alignment that protects your mental architecture from superficial distractions.

The story

I got into tech the long way — curiosity first, formality later. What kept me here was the moment a system I designed handled a load nobody planned for and simply kept going. Since then I've worked across financial products, business intelligence, and cloud platform tooling, mostly in TypeScript, C#, and AWS.

I care about the decisions that get expensive later: data contracts, failure modes, cost models, and handover. Where I'm going is more of the same at a larger scale — architecture work that stays close to the code, plus writing that makes the reasoning public instead of tribal.

Working style

How I decide.

01

Validate & Budget

Code is worthless if the problem isn’t validated or the compute bankrupts the model. I tie technical requirements directly to commercial viability and product-market fit before touching a single line of code.

02

Architect for Resilience

In an AI world where model outputs are probabilistic, the architecture holding them together must be completely deterministic and resilient. I design the state machines, event pipelines, and integration boundaries first.

03

Harness Agentic Workflows

Instead of hand-coding everything sequentially or using blind automation, I construct dedicated agent harnesses—scaffolding context, tool-calling interfaces, validation gates, and guardrails to drive the build and orchestrate system behaviors.

04

Deliver Real MVPs

Building with velocity without generating technical debt. I deploy clean, minimal working systems to production quickly to harvest real feedback and iterate on actual runtime data.

Technical background

Languages
TypeScript, C#.
Cloud & infra
AWS (Lambda, API Gateway, DynamoDB, S3), Terraform, CI/CD pipelines.
Data
Postgres, event-driven pipelines.
Strengths
Cross-Functional Bridge, Friction-to-Value Mapping, Technical-to-Commercial Translator.

Current focus

Learning
Deeper event-driven patterns and the operational side of serverless at scale.
Writing
Notes on architecture trade-offs, published when they are worth reading.
Agents
Building a harness that allows me to build scalable applications

CV

My CV is available on request.

It isn't published publicly. Send a short request and I'll share a private, time-limited link once approved.

Request CV