Jul 2026 8 min read
Designing Reliable AI Agents in Production
Guardrails, evaluation loops, and the boring plumbing that makes agents actually trustworthy.
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Blog
Thinking out loud.
Notes on AI engineering, LLM agents, and the craft of shipping intelligent products.
Jun 2026 6 min read
RAG Isn't Retrieval — It's Ranking
Why your retrieval quality plateaus after embeddings, and what to invest in next.
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May 2026 10 min read
Building a WhatsApp CRM With LLMs
Lessons from shipping an AI CRM to automotive businesses in Sri Lanka.
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Apr 2026 7 min read
From Idea to Founder in 12 Months
How I started CreativeX Technology while learning to code AI systems end-to-end.
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