Posts
All the articles I've posted.
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Skills, Plugins, Sub-Agents, and MCP Servers: A Developer's Guide to Agent Architecture Primitives
Understanding what the LLM actually sees, what runs where, and why each abstraction exists.
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Building an AI-Powered Visa Advisor: Architecture, Evaluation, and Lessons from Shipping an LLM Powered Product
A deep dive into the architecture, design decisions, evaluation framework, and lessons learned from building Visa Advisor — an LLM-powered service that delivers structured visa guidance using web search grounding, multi-model analysis, and real-time streaming.