Agent Logging provides a unified logging framework for AI agent frameworks and custom workflows. It intercepts and records each stage of an agent’s execution—prompt generation, tool invocation, LLM response, and final output—along with timestamps and metadata. Logs can be exported in JSON, CSV, or sent to monitoring services. The library supports customizable log levels, hooks for integration with observability platforms, and visualization tools to trace decision paths. With Agent Logging, teams gain insights into agent behavior, spot performance bottlenecks, and maintain transparent records for auditing.

Perspect is a robust platform designed to enhance the productivity and efficiency of technology teams. It employs proprietary machine learning models to identify and eliminate blockers, helping teams focus on high-impact tasks. With real-time insights into team contributions, it enables managers to strategically align resources with critical KPIs. This leads to more productive, happier teams without risking burnout. The platform's data-driven approach allows for precise tracking and optimization of work patterns, ensuring that teams can perform at their best.