Product AI execution became easier to observe and recover

Execution visibility, conversation handling, session timing, and tool recovery received clearer operational treatment.

What changed

• Workflow outcomes retain more useful execution context.
• Session timing and result handling are easier to inspect.
• Tool failures can be separated from the product outcome and reviewed for recovery.

Why it matters

Operators gain a clearer picture of what happened when an AI-assisted workflow needs attention.

Scope: Observability supports investigation; it does not replace the product's own monitoring, authorization, or incident process.