Compiles AI agent traces and truns them into reusable context.

Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.

Automatically create new skills based on past agent traces

Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.

Use cultivar to test your Agent Skills, run them in sandboxes, and across different agents.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Skills, prompts, and instructions for building AI agents on top of Dynatrace production context