Feature: AI-Assisted Runtime Diagnostics

[sfmskywalker]

• Implement IDiagnosticsProvider to gather activity execution logs and error states for LLM/AI analysis.
• Build the server-side "Explain Failure" engine to generate human-readable root cause analysis.
• Create endpoints for "Next Best Action" suggestions during workflow faults (e.g., retry, skip, fix).