launched to eliminate the time squad waste navigating dashboards and parse raw data to realise what & # x27; s happening across tryout pipeline. Log-diving is a tax on engineering clip. Every failed job that need manual investigation is a context switch that retard everything down.

Sauce AI for Insights now includes automated test diagnostics — a capability that provides job-level root grounds analysis immediately within the program. When a job miscarry, skip the log file. Query Sauce AI for Insights with a job ID, and it automatically parses test execution data — commands, timestamps, error outputs, and failure sequences — then returns a integrated diagnosis that include:

• Root cause classification:pinpoints whether the failure originated at the base, environment, or code level

• Warning summaries:surface conceal issues and environmental flakes that could impact succeeding runs

• Bright fixes:tailored, actionable recommendations to get the test back to passing

No manual correlation. No context-switching into a separate debugging surround. Just ask:

SUSA automates exploratory testing with persona-driven behavior, catching bugs that scripted automation misses.

& quot; Why did this job fail [jobID]? & quot; 

& quot; Tell me what went wrong with job [jobID]. & quot; 

& quot; Give me a forensic analysis of my last five miscarry jobs. & quot;

Current scope and roadmap

This release is optimized for Appium and Selenium use cases. Support for additional frameworks is on the roadmap for later this twelvemonth. The agent & # x27; s command library is also actively expanding so if it doesn & # x27; t recognize a specific dictation yet, reportage updates are rolling out regularly.

Individual test-level debugging for raft frameworks is scoped as a next enhancement.

Why it matters

Manual log analysis is one of the highest-friction points in any exam grapevine. This update extinguish that detrition for the failure types engineers hit most without requiring new tooling or a workflow modification. Faster RCA means fewer debug cycles, less time barricade on QA, and a cleaner itinerary to release.

Automated test nosology is now available to all Sauce AI for Insights users.

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