I'm Andrew Baker — Group CIO at Capitec Bank. I write about engineering leadership, AWS architecture, database performance, and banking technology. The kind of problems you only understand after you've broken them at scale.
No recycled hot takes. Every post is written by someone who has shipped the thing, scaled it, and cleaned up the mess.
Why your best engineers leave, how bad org structures quietly destroy teams, and what separates engineering leaders who scale from those who stall.
Banking-grade AWS deployments, multi-cloud trade-offs, and database design at scale. The architectural decisions that prevent 3am incidents.
Network architecture, internet infrastructure, and the foundational technology decisions that determine whether your systems hold up under real-world load.
Open source software that powers real production systems, and the macOS tooling that keeps high-output engineering teams productive.
Fraud systems, banking malware, attack surfaces, and what building secure financial technology looks like inside one of Africa's largest retail banks.
AI in banking, LLMs in production, AI search optimisation, and what actually changes when you deploy AI onto real infrastructure at scale.
I'm the Group CIO at Capitec Bank, one of South Africa's largest retail banks. Before that I ran technology at ABSA Group, built algorithmic trading systems at Barclays Capital, and spent time at AWS.
This blog is where I write what I actually think. Opinionated, technical, and occasionally uncomfortable for people who prefer consensus over correctness.
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If you use Claude Desktop to edit code, write patches, or build plugin files, you have probably hit…
214+ posts on engineering leadership, AWS, databases, and banking technology — written by someone who's shipped at scale.
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