#Silo CDP

• Full migration to React Router 7 with comprehensive type-safety improvements
• Analytics reporting system overhauled: password-protected reports, outcomes-first template, v2/v3 report generation with enhanced SQL and comparison support
• Dark mode overhaul with custom typography, cleaner theme system, and consistent component styling
• CDN paths centralized, dashboard restructured, server-side bundling issues resolved
• Node.js upgraded to v24 LTS; environment variables split into service-specific modules

• IP enrichment caching dramatically improved throughput—batch sizes increased to leverage the cache
• Batch size tuned for cold cache scenarios to prevent overload on startup
• Database push safety script made interactive; team enrichment made idempotent

#Inspiration Index

• Four new link sources added (including a design-focused source), with advisory-locked parallel discovery and dry-run testing
• Round-robin source selection replaced time-based sorting with Fisher-Yates shuffling for more uniform distribution
• Domain-based rate limiting with run locks and temporary-down propagation
• Tristate URL liveness tracking with improved dead/temporary detection
• Per-device recorder submission system with a dedicated tracking table; recorder now skips fully-submitted websites

• Gemini 2.5 Flash Lite adopted for frame analysis—faster and more cost-efficient
• Transient 503 errors from the Google Files API now handled gracefully with retries
• Video quality validation added before MediaConvert processing
• Timeout protection and retry logic added to the video frame analysis step
• Debug URLs surfaced in error handling and Step Functions state for easier debugging
• Technology filtering added to the Discover view for browsing by tech stack

#Autoscroll Recorder

• Broken page detection—recordings now abort immediately when a broken page is detected
• Mobile experience improved with device-aware scroll distance
• GPU task failover enabled across multiple availability zones for better resilience
• Service token race conditions fixed
• Lambda runtime upgraded to Node.js 24
• Cost estimation tooling added and bot detection improved

• Batch job cancellation for active jobs—a major workflow improvement for admins
• CloudWatch logs access added for admin users, visible even without a task ARN
• Job status polling now updates all job fields, not just distributions
• Admin debugging tools relocated to the job details section for a cleaner UX