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…content_standards_detail Sampling is configured at media buy creation time, not at artifact retrieval time. Sellers either push artifacts via webhook or store them for pull — in both cases, the sampling decision was already made. - Remove `sampling` parameter from get_media_buy_artifacts request - Add `failures_only` boolean filter for locally-failed artifacts - Replace `sampling_info` with `collection_info` in response - Add `content_standards_detail` to get_adcp_capabilities (supports_local_evaluation, supported_channels, supports_webhook_delivery) - Add podcast, CTV, and AI-generated content artifact examples - Clarify failures_only behavior with unevaluated records - Add Addie behavior rule for spec feedback (verify, take a position, draft issues) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Summary
Community feedback identified gaps in how content standards sampling works for non-web inventory (podcast, CTV, AI surfaces). The key architectural insight: sampling is a buy-time configuration, not a retrieval-time parameter.
samplingfromget_media_buy_artifacts— replaced withfailures_onlyboolean filter. Sampling rate/method are configured atcreate_media_buytime (viagovernance.content_standardsorartifact_webhook). The task is now purely retrieval.sampling_infowithcollection_infoin response — reports what the seller collected per the buy agreement (total_deliveries, total_collected, returned_count, effective_rate)content_standards_detailtoget_adcp_capabilities— pre-buy visibility intosupports_local_evaluation,supported_channels, andsupports_webhook_deliveryfailures_only+ unevaluated — truth table for what gets returned and when drift comparison is possibleTest plan
content_standards_detailshape with governance WG🤖 Generated with Claude Code