Tech Insights & Blog

Practical guides, tutorials, and business strategy on AI, database design, and software engineering.

A small vertical model stack next to a large frontier model, illustrating narrow depth versus broad breadth
August 17, 2026 By Daniyal Ahsan

Vertical Small LLMs: A Deep Dive

How a fine-tuned 3 billion parameter model beat today's frontier models at one job, and how to build one this weekend.

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Diagram of a loop prompting cycle showing draft, evaluate, and refine stages feeding back into an LLM
July 20, 2026 By Daniyal Ahsan

Loop Prompting: How Iterative Prompt Engineering Boosts AI Output Quality

Learn a loop-based prompt engineering technique for better LLM output. Iterative refinement method, examples, best practices.

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Mind map showing six RAG database efficiency strategies for small businesses: why efficiency matters, core pipeline components, chunking strategy, vector database selection, retrieval optimization, and cost-saving practices
July 20, 2026 By Faizan Ali

RAG Database Efficiency: Practical Guide for Small Business AI

Small biz build efficient RAG system on budget. Cut cost, boost retrieval accuracy, practical setup tip.

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