AI tutorial - IT technology blog

Prompt Engineering 101: How to Write Effective Prompts That Actually Work

A seven-word system prompt brought down our AI support bot at 3 AM — and the model was working perfectly. This guide covers the prompt engineering fundamentals that prevent production failures: role assignment, output format specification, few-shot examples, chain-of-thought reasoning, and how to build a proper test suite for your prompts.
AI tutorial - IT technology blog

AI Safety: How to Use AI Tools Without Leaking Your Data

Using AI tools like ChatGPT or Claude without thinking about data privacy is a common but avoidable risk. This guide walks through practical techniques — anonymization scripts, API access, and local models with Ollama — to keep your sensitive data off third-party servers.