Context Engineering with Adi Polak

"Prompt engineering is essentially how we instruct an existing model or multiple models to give us what we want at the end. It dives into best practices that can become outdated really fast."

"Role assignment was a key pattern for working with models, but it is now slightly going away as we have more specialized environments for particular tasks."

"Few-shot examples reflect how we think as humans, allowing for a more intuitive way to instruct models rather than relying solely on traditional prompt engineering."

Prompt engineering involves instructing AI models using specific language, while context engineering focuses on adapting these instructions to improve interactions. Best practices in prompt engineering can become outdated quickly, necessitating continuous adaptation. Role assignment, once a key pattern, is evolving as models become more specialized. Few-shot examples are also emerging as a more human-like approach to instructing models, reflecting a shift in how users interact with AI systems.

Read at InfoQ