Stardive records the full execution of AI agents so engineers can inspect, replay, and audit how outputs were produced — from the initial prompt to the smallest tool call or API request.
As organizations deploy more autonomous AI agents, their decisions become harder to understand and verify. Today, teams often have to manually review outputs to detect mistakes or misalignment.
Stardive turns AI workflows into a structured audit trail, allowing engineers and analysts to trace exactly how an agent reached a conclusion, identify errors in reasoning or methodology, and verify that the system behaved correctly.
- Comprehensive Execution Recording: Capture every step of an agent's execution, including prompts , tool calls, API requests, and intermediate outputs(Thinking, tool calls, and using of other artifacts to make a final output).
- Interactive Replay: Replay the execution of an agent step-by-step to understand its decision-making process.
- Error Detection: Automatically flag potential issues in the agent's reasoning or tool usage.