Insights
From the engineering team
Practical guides on RAG, AI agents and MCP tool calling — how we actually build and evaluate production AI systems.
RAG8 min read
How to Stop AI Chatbots From Hallucinating: A Practical Evaluation Framework
Hallucinations are not fixed by a better prompt. Here is the evaluation framework we use to measure and reduce them before launch and after every change.
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AI Agents6 min read
What Is MCP (Model Context Protocol)? A Plain-English Guide
MCP is becoming the standard way AI agents connect to real tools and data. What it is, why it is different from a regular API integration, and what a safe setup includes.
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RAG7 min read
RAG vs. Fine-Tuning: Which One Does Your Business Actually Need?
Retrieval-augmented generation and fine-tuning solve different problems. A practical breakdown of what each one changes, where each one wins, and when to use both.
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