https://atmarkit.itmedia.co.jp/ait/articles/2611/12/news027.html ＠IT ja OpEd, Opinion 2026-11-12T08:00:00+09:00 「AIエージェントに開発を任せ切れない」　“見えない実行コスト”が自律性を妨げる IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/12/l_ait_slachdata1112.png https://atmarkit.itmedia.co.jp/ait/articles/2611/12/news022.html ＠IT ja OpEd, Opinion 2026-11-12T07:45:00+09:00 最大32万人の個人情報流出　SMBC系で漏れた「年収」「保証額」の重過ぎる意味 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/12/top_news022.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/12/news004.html ＠IT ja OpEd, Opinion 2026-11-12T05:00:00+09:00 「APIを呼ぶのは、もう人間ではない」　進化するMCPとOpenAPIとの“新しい関係” IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/12/l_ait_aiagent-postman05-03.png https://atmarkit.itmedia.co.jp/ait/articles/2611/12/news006.html ＠IT ja OpEd, Opinion 2026-11-12T05:00:00+09:00 漁師が副業でサイバー攻撃、AIで侵入コストは「1社25ドル」　激安化する脅威とどう戦うか？ IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/12/l_kt2487_gzor001.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news037.html ＠IT ja OpEd, Opinion 2026-11-11T17:15:00+09:00 「Google ドライブもランサムウェアに狙われている」　身代金を払わずに一括ファイル復元するには IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_news042_01.png https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news036.html ＠IT ja OpEd, Opinion 2026-11-11T17:00:00+09:00 端末を開いたら即アウト？　CVSS 11.0の「致命的脆弱性」が笑える理由 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/top_news036.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news035.html ＠IT ja OpEd, Opinion 2026-11-11T12:45:00+09:00 “脱マクロ”に反発も、「作業時間→Geminiで2分」　オートバックスはGoogle Workspaceにどう移行？ IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/top_news035.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news033.html ＠IT ja OpEd, Opinion 2026-11-11T12:00:00+09:00 「AIが得意なのはベテラン開発者の時短だった」　若手が採られない時代に積み上がる「人材負債」 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_news033_01.png https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news029.html ＠IT ja OpEd, Opinion 2026-11-11T08:00:00+09:00 「“できる人”ばかり質問されがち」から脱却し、年4400時間削減――紀陽銀行の「社内知識」集約術とは IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/top_news029.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news034.html ＠IT ja OpEd, Opinion 2026-11-11T07:45:00+09:00 セガの220万件流出は氷山の一角　委託先侵害でメールアドレス8100万件が流出 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/top_news034.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news011.html ＠IT ja OpEd, Opinion 2026-11-11T05:00:00+09:00 NotebookLMに公式APIが登場　WebページやYouTube動画の取り込みを自動化でき、MCPでAIエージェントからも使える IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_di-gemini-notebook-api.png https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news063.html ＠IT ja OpEd, Opinion 2026-11-11T05:00:00+09:00 Outlookのゼロデイ修正に注意。右クリックメニュー刷新や「クラウド再構築」など新機能を盛り込んだWindows 11「KB5132061」詳細 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_wi-wu202611_01.png https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news012.html ＠IT ja OpEd, Opinion 2026-11-11T05:00:00+09:00 「ソースコードに“Why”は書かれていない」　レガシーシステムの“闇の仕様”、何をどこまで復元する？ IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_ait_2035modernization8-1.png https://atmarkit.itmedia.co.jp/ait/articles/2611/11/news016.html ＠IT ja OpEd, Opinion 2026-11-10T17:30:00+09:00 AI生成コードのレビューはなぜ難しいのか？　“全部読む”から脱却する新常識 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/11/l_news016_01.png https://atmarkit.itmedia.co.jp/ait/articles/2611/10/news041.html ＠IT ja OpEd, Opinion 2026-11-10T17:15:00+09:00 「90日間ログ保持」はもう古い　VPNの脆弱性やActive Directoryを悪用するランサムウェアの実態と対策 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/10/top_news041.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/10/news017.html ＠IT ja OpEd, Opinion 2026-11-10T17:00:00+09:00 「Wi-Fi 8を待つ必要はない」――Ciscoが解説、“Wi-Fi 7との違い”と企業導入の考え方 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/10/top_news017.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/10/news026.html ＠IT ja OpEd, Opinion 2026-11-10T12:45:00+09:00 ドコモ利用者を襲う“次のリスク”　最大30万件情報流出で狙われるのは何か？ IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/10/top_news026.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/10/news023.html ＠IT ja OpEd, Opinion 2026-11-10T12:00:00+09:00 Alpine Linuxも要確認　OpenSSHにパスワード認証を回避される問題 IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/10/top_news023.jpg https://atmarkit.itmedia.co.jp/ait/articles/2611/06/news001.html ＠IT ja OpEd, Opinion 2026-11-10T10:00:00+09:00 VDI更改で“Omnissa Horizonをやめない” 使い勝手を維持して「Horizon 8」をAWSで動かす秘策とは IT,Technology,information technology,news,Computing,Internet,engineer,windows,server,storage,xml,coding,java,database,linux,network,xml,security,design https://image.itmedia.co.jp/ait/articles/2611/06/l_an8258_zu01_omnissaaws_1104_w590.jpg