This article explores a framework for evaluating AI models for use with GitHub Copilot, considering factors like recentness, speed, accuracy, and how to test them within your workflow. It highlights the benefits of using different models for chat versus code completion, and reasoning models for complex tasks.
SWE-agent is an agent that uses a language model (like GPT-4) to automatically fix GitHub issues, perform web tasks, solve cybersecurity challenges, or execute custom tasks through configurable agent-computer interfaces.
The article discusses the evolution of programming and argues that while AI is transforming the field, it is not replacing programmers. Instead, it is changing the nature of programming, requiring new skills and paradigms. The author emphasizes that programming will continue to evolve, with AI serving as a tool to enhance productivity and creativity.
Exploring ways to include a software system as an active member of its own design team, able to reason about its own design and to synthesize better variants of its own building blocks as it encounters different deployment conditions.
Jemma is a GitHub repository that utilizes AI agents to build software from text-based ideas
It takes an idea in text form and assembles a team to create a web-based prototype
- Works best with Claude models, such as claude-3-haiku-20240307
- Project managers, business owners, and engineers work together to create prototypes
- Users can provide feedback to improve the prototypes
It takes an idea in text form and assembles a team to create a web-based prototype
- Works best with Claude models, such as claude-3-haiku-20240307
- Project managers, business owners, and engineers work together to create prototypes
- Users can provide feedback to improve the prototypes
DSPy provides composable and declarative modules for instructing LMs in a familiar Pythonic syntax. It upgrades "prompting techniques" like chain-of-thought and self-reflection from hand-adapted string manipulation tricks into truly modular generalized operations that learn to adapt to your task.
