10+ Years Shipping Production Software
From govtech to fintech to agriculture — AI and software systems used by millions across Africa and Europe.
Writing about AI Agent Engineering in practice.
I break down agent architectures, memory systems, tool calling patterns, and the real tradeoffs of building LLM-powered products — from token economics to safety, from MCP integrations to generative UI.
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Here's why your AI-generated code fails to scale - Part II
I shipped a fintech SaaS in 16 days. 38 commits, 304K lines, 24 entities. The secret was the harness I built around the model. Here's what that looks like in practice.
Read MoreHere's why your AI-generated code fails to scale - Part I
The gap between AI coding hype and reality isn't about the models. It's about what you build around them. A look at the spectrum from vibe coding to harness engineering.
Read MoreCode Apps - Microsoft Just Made Power Platform Actually Powerful for Real Developers
I recently started work with a Microsoft shop, and now that I'm in, I realize how many boring enterprise organizations run on Microsoft. Here's why Code Apps at Build 2025 changes everything for developers targeting enterprise contracts.
Read MoreRAG is all you need - Part 2
How do AI models actually understand what we're saying? How does ChatGPT know that "chair" is closer to "table" than "basketball"? The answer is vector search, and once you get it, a lot of things about modern AI just click.
Read MoreBook a Call
Whether you're evaluating agent architectures, hiring an AI engineer, or working through an LLM problem — I'm happy to chat for 30 minutes.
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Looking for an AI Engineer?
I'm open to contract and full-time AI engineering opportunities — agent systems, RAG pipelines, LLM applications, and AI product strategy.
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