01
Inspect and diagnose an agentic experience:
Focuses on Private Cloud Compute.
AI & Machine Learning / 14:20
Debug and profile agentic app experiences with Instruments
AI & Machine Learningiosipadosmacos
Key Points
- Covers the enhanced FoundationModels instrument in Xcode to inspect behavior and optimize the performance of agentic flows.
- Explains how to inspect prompts, analyze latency, and trace control flow in advanced use cases that leverage multiple LanguageModelSessions and profiles.
- The session moves through LLM app development mindset, Inspect and diagnose an agentic experience, Recording a trace with Instruments, Navigating the Instruments UI, Performance metrics.
- Key concepts include Instruments, FoundationModels, LanguageModelSessions, Foundation Models, Private Cloud Compute, GenerateCraftIdeaTool, SwitchToTutorialModeTool, LLMs.
- Platform coverage: ios, ipados, macos.
Condensed Flow
02
Recording a trace with Instruments:
Focuses on Instruments.
03
Navigating the Instruments UI:
Focuses on Instruments, Foundation Models.
More Detail
Additional details
- Detailed flow: LLM app development mindset -> Inspect and diagnose an agentic experience -> Recording a trace with Instruments -> Navigating the Instruments UI -> Performance metrics.
- APIs and concepts to recognize: Instruments, FoundationModels, LanguageModelSessions, Foundation Models, Private Cloud Compute, GenerateCraftIdeaTool, SwitchToTutorialModeTool, LLMs.
- Implementation focus: GenerateCraftIdeaTool, SwitchToTutorialModeTool, Foundation Models, LLMs.