1 repo
Awesome GitHub RepositoriesAgent Execution Tracing
Tools for inspecting the history of thoughts, tool calls, and observations during agentic workflows.
Distinguishing note: Focuses on the observability of the reasoning process rather than general application logging.
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Awesome Agent Execution Tracing GitHub Repositories
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- stanfordnlp/dspy
stanfordnlp/dspy
32,291View on GitHubDSPy is a declarative programming framework designed for building complex language model applications. It treats model interactions as modular, composable programs, allowing developers to define task logic through typed class schemas rather than relying on manually written prompts. By organizing workflows into hierarchical, reusable Python objects, the framework enables the construction of sophisticated AI systems that manage state and execution flow independently. The framework distinguishes itself through an automated optimization engine that iteratively refines prompt instructions and few-
Provides visibility into the step-by-step decision-making process and tool usage of autonomous agents.
Python
