Features
Agent failure detection via Slack integration
Automated trace analysis and root cause identification
Agent swarm triage of production issues
Agent Judge for long-horizon agent evaluation
Compare runs to validate fixes before shipping
Production data replay for testing
Multi-session failure pattern discovery
Automated behavior tracking and recurrence alerts
Slack-native investigation interface
Custom eval criteria creation
Integration with LangSmith (inferred from docs)
Web crawling and scraping API with Rust engine
AI Studio for natural language crawling (add-on $6/mo)
Browser AI commands via WebSocket: Act, Extract, Observe
Silk custom AI model for extraction and captcha solving
Browser Cloud with stealth anti-detection
Structured output: markdown, HTML, JSON, CSV, XML, plain text
Screenshot capture of pages
Link extraction from pages
Search endpoint for query-based data retrieval
Unblocker with rotating proxies and automatic retries
1,000+ ready-made scraper examples (32 categories)
Data connectors: S3, GCS, Google Sheets, Azure Blob, Supabase
Respects robots.txt (configurable)
Failed requests not billed
Open-source core available on GitHub
