Your scraping pipelines break.
Your AI engineer fixes them.
Websites change. Selectors break. Data disappears. WebGuardian AI autonomously observes your pipelines, understands layout shifts, and repairs them instantly.
1. Failures Detected
Class `.price` missing on target DOM structure. Product extraction dropped to 0%.
2. AI Diagnosis
LangGraph agent triggers DOM/Data analysis. Reconstructs semantic field extraction intent.
3. Sandbox Testing
Evaluates candidate selectors on new DOM. Computes final semantic & coverage validation score.
4. Pipeline Restored
Repaired version v2 deployed to Bright Data Scraper Studio. Recovered 1,284 records.
The Reliability Category
"PagerDuty detects pipeline failures. Datadog observes database metrics.
WebGuardian AI repairs web data pipelines autonomously."
Sponsor Integration
Built directly around Bright Data Scraper Studio as a control and deployment management plane.
Sandbox Scoring
Decides selector deployments by executing extractions inside an isolated schema validator.
Version Audits
Preserves complete version history records, deployment explanations, and one-click rollback triggers.