Pipeline Insights & Remediation

Holistic pipeline assessment across every active step. Automatically detects failures, correlates log output with metadata, and returns structured remediation guidance. Disabled steps are excluded from analysis.

Accessing pipeline analysis

1

Open any pipeline from Pipelines

2

Click Hummingbird AI at the bottom of the page

3

Click a step name to view step-level analysis — defaults to the latest run

4

Continue chatting to drill into failures or request remediation stepsFailure analysis structure

Querying historical runs

Query any of the last 10 pipeline runs directly from the chat interface.

What you want	What to ask	Behavior
Specific run by number	"Analyze run 24"	Returns details if within last 10 runs
Multiple recent runs	"Show me the last 5 runs"	Returns details for 5 most recent runs
Previous run by position	"What happened in the run before last?"	Returns details for run N−1

Requests outside the 10-run window return a clear message indicating the supported range.Enable on request

Task Insights & Remediation

AI analysis of individual task executions. Returns an execution overview for successful runs, and root cause analysis plus remediation steps for failures.

Via activity logs

1

Navigate to Tasks and open your task

2

Under Task Activity Logs, click check status on a specific run

3

AI summary loads inline — defaults to the latest run

Via task assistant

1

Open a task and click Hummingbird AI at the top-right corner

2

Full task workflow analysis loads

3

Chat to resolve issues with full context from the current taskAnalysis by run status

Analysis by run status

Status	AI output
✓ Successful	Execution overview only
✗ Failed	Failure reasons + step-by-step remediation