Generation: Overview

Teammately's prompt engineering system is designed to maximize the effectiveness of AI model responses through modern efficient prompt generation techniques. Our approach is model-aware, recognizing that different AI models require different prompting strategies to achieve optimal results.

Model-Specific Prompt Engineering & Parameters Tuning

Each AI model (GPT, Claude, Gemini, Llama, etc.) has unique characteristics and capabilities that require specific prompt structures. For instance, models respond differently to various instruction formats, context placements, and delimiter styles. Also, each model has specific strengths and limitations that can be addressed through prompt engineering.

Our system automatically adapts prompt formatting and content to match the target model's requirements, ensuring consistent high-quality outputs regardless of which model you're using. The main source for prompt generation is Product Requirements Document (PRD).

Effective AI Agent generation combines both Prompt Engineering and parameter tuning. Teammately's Agent handles these complexities automatically, allowing you to focus on your specific requirements rather than technical implementation details.