Product Changelog & Release Notes

Release History

37 Connector Modules: Full support for Google Analytics 4, Meta Ads, TikTok Ads, LinkedIn Ads, Shopify, Stripe, Klaviyo, Amazon Ads, DV360, Search Console, Mailgun, and 26 additional platforms.
File-Source Ingestion Engine: Support for uploading and emailing messy media plans, audience panels, and TGI extracts with automatic grain explosion and plan-vs-actual reconciliation.
FastMCP HTTP Transport: Streamable HTTP transport supporting dual-channel output (text + structuredContent) for interactive MCP App UI widgets (ui/widgets/).
5 Universal DQ Monitors: Automated background surveillance for volume anomalies, timeliness, duplicate grain rows, schema drift, and date format compliance.

dbt Semantic Ratio Views: Introduced non-additive metric safeguards (semantic_ctr, semantic_cpa, semantic_roas, semantic_avg_position) eliminating false direct sums over ratio measures.
Z-Score Anomaly Engine: Trailing 30-day baseline calculation for identifying statistically significant metric spikes and dips.
Non-Causal Context Citations: Enforced AD-9 non-causal language rules when annotating anomalies with registered context events.

Initial Core Release: FastMCP microkernel server, PostgreSQL project governance, BigQuery analytical warehouse integration, and Nango OAuth broker setup.

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