Insights on AI,
automation & building
Practical writing on AI agent architecture, LLM engineering, and deploying AI in real businesses — not hype, just experience.
The Complete Guide to AI Automation for Small and Medium Businesses
A practical, no-hype guide to identifying which business processes are worth automating with AI, how to prioritise them, and what realistic ROI looks like.
RAG Systems Explained: Build Knowledge Assistants That Don't Hallucinate
A practical deep-dive into Retrieval-Augmented Generation — how it works, when to use it, and the engineering decisions that separate production RAG from demo RAG.
How to Deploy a WhatsApp AI Bot for Your Business in Under 4 Weeks
A step-by-step architecture guide for building a production WhatsApp AI chatbot — covering the Twilio integration, conversation design, LLM wiring, and the mistakes that kill projects in week 3.
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