{"id":92037,"topic":"ai","source":"HPCwire","title":"How AI Agents Are Reshaping the Database - HPCwire","url":"https://www.hpcwire.com/bigdatawire/2026/09/28/ai-agents-are-starting-to-reshape-the-database/","url_hash":"5867b2a60cf8b08d2cae114b1cb9dd1e40c28c2e","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMimgFBVV95cUxOc0oxbTNuTDJ6ZFBBUm5HRktDWHo5UTdHY1E3dGZaTTRzSEVaN3dmMV9DbHB5YVVuajBfQW5VQmdMOXFKRkVLWUZFTFNEVFhZYWhBQ3RXT1JqS2lhVUJWWHd1amsteGJBR2NrZkhQcmJScHlCQ2NEckZKYlJBMEt5Yzh0NjZRck9MWXZBLUNYWVVYelBSWnhOaGp3?oc=5\" target=\"_blank\">How AI Agents Are Reshaping the Database</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">HPCwire</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-28T15:48:48+00:00","fetched_at":"2026-09-28T16:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.hpcwire.com/bigdatawire/2026/09/28/ai-agents-are-starting-to-reshape-the-database/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":373,"usable_text_length":373,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":373}},"news_item":{"id":92037,"canonical_url":"https://www.hpcwire.com/bigdatawire/2026/09/28/ai-agents-are-starting-to-reshape-the-database/","source_url":"https://www.hpcwire.com/bigdatawire/2026/09/28/ai-agents-are-starting-to-reshape-the-database/","title":"How AI Agents Are Reshaping the Database - 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