Atlas · GenAI 2026
DSPy
Programmatic Prompt Engineering (DSPy)
toolPeak: 2024Prompt Optimization FrameworksAI consensus: 1/3
Prerequisites
DSPy compiles and optimizes prompts programmatically — you must understand what manual prompt engineering does before automating it
- mediumModel Evaluation
DSPy optimizes prompts against metrics — you need to understand what metrics mean to define optimization targets
Recommended reference
Khattab et al. (2023) 'DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines' — arXiv:2310.03714; foundational paper
Notes from AI deep research
Anthropic Opus
Khattab (Stanford): prompty jako hiperparametry kompilujace sie automatycznie. Paradigm shift
Google Deep Think
Prompty jako hiperparametry kompilujące się automatycznie [G#31]
Related skills
- → is an instance of: Automated Prompt Optimization(3/3)