{"id":2321,"date":"2026-06-24T11:35:47","date_gmt":"2026-06-24T03:35:47","guid":{"rendered":"http:\/\/wp.rungobag.cn\/index.php\/2026\/06\/24\/show-hn-ktx-open-source-executable-context-layer-for-data-agents\/"},"modified":"2026-06-24T11:35:47","modified_gmt":"2026-06-24T03:35:47","slug":"show-hn-ktx-open-source-executable-context-layer-for-data-agents","status":"publish","type":"post","link":"https:\/\/wp.rungobag.cn\/index.php\/2026\/06\/24\/show-hn-ktx-open-source-executable-context-layer-for-data-agents\/","title":{"rendered":"Show HN: Ktx \u2013 Open-source executable context layer for data agents"},"content":{"rendered":"<p>Hi HN, we\u2019re open-sourcing ktx. It\u2019s an executable context layer that makes agents reliable on your data stack.We built it after going through the experience of building production-grade data agents for dozens of companies. If you\u2019ve also tried building them, or simply tried using Claude Code or Codex on your data warehouse, you\u2019ll know that accuracy is the #1 issue. Agents are great at generating valid SQL, but it\u2019s not always correct SQL.To cite a few examples of \u201cagents gone wrong\u201d:- Stale co&#8230;<\/p>\n<p><a href=\"https:\/\/github.com\/Kaelio\/ktx\">\u67e5\u770b\u539f\u6587 \u2192<\/a><\/p>\n<hr>\n<p><small>\u6765\u6e90\uff1aHacker News \u00b7 RSS \u91c7\u96c6<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi HN, we\u2019re open-sourcing ktx. It\u2019s an executable cont [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-2321","post","type-post","status-publish","format-standard","hentry","category-tech"],"_links":{"self":[{"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/posts\/2321","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/comments?post=2321"}],"version-history":[{"count":0,"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/posts\/2321\/revisions"}],"wp:attachment":[{"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/media?parent=2321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/categories?post=2321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.rungobag.cn\/index.php\/wp-json\/wp\/v2\/tags?post=2321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}