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115:T63a,45:o63a,The user wants to pull real news instead of placeholder content, which means I need to integrate an actual news source. RSS feeds are the most practical option since they're free and don't require API keys. Korean news RSS feeds are available, and Google News even offers a Korean-language RSS endpoint that I can query. I'm considering the best way to implement this. Since the app already recommends articles based on user keywords, fetching Google News RSS for each keyword search makes sense. The flow would be: fetch real articles from RSS, parse the XML to extract titles, links, publication dates, and descriptions, then run those through the same AI summarization and relevance scoring pipeline. Google News RSS provides limited content—just snippets rather than full articles—but that's sufficient for determining relevance based on title and description. I'll use a lightweight XML parser to handle the feed data reliably, then integrate this into the existing recommendation system. For the implementation, I need to decide between fetching general top headlines for Korea or keyword-specific search results. Keyword-specific searches would produce more relevant matches, so I'll fetch articles for each interest keyword, deduplicate across results, and combine with top headlines to ensure there's always content available. Since the AI scoring is currently blocked, the fallback keyword matching will work against the article titles and descriptions directly. I'll create a new news fetching module and update the actions to use real articles instead of the placeholder 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없나?"}],"version":1},"role":"user","id":"Hj6pKVPJLpR7KI8yl2kkB7CwqJeizKfN","attachments":[],"parentId":"DzXHFfJHllDAwzq5FDUUYnqzGWAojcwP","type":"message","authorId":"olMAwyd6DuuLVN68LC9HWCMs","createdAt":"$D2026-06-22T09:17:21.700Z"},{"v0ModelId":"v0-max","content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"createdAt":1782119853002,"finishedAt":1782119868456,"lastPartSentAt":1782119868456,"taskNameActive":null,"id":"VCUqmjYZKjczuY55","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":15,"thought":"$115"}]}}],["p",{},["text",{},"실제 뉴스를 쓰려면 외부 뉴스 소스에서 가져와야 합니다. API 키가 필요 없는 **구글 뉴스 RSS(한국)**를 사용하면 무료로 실시간 한국 뉴스를 가져올 수 있습니다. 현재 코드를 확인하고 RSS 파서를 설치하겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782119869403,"finishedAt":1782119870919,"lastPartSentAt":1782119870889,"taskNameActive":"Reading actions","taskNameComplete":"Read actions","toolCallId":"toolu_01AWziyxL9hHbnjZz7jQaQHP","agentTurnId":"turn_dNm5XHnohUIydFMD","filePath":null,"id":"u6JoPqbJWxrkQJYh","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/app/actions.ts"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782119870173,"finishedAt":1782119873540,"lastPartSentAt":1782119873366,"taskNameActive":"Installing XML parser","taskNameComplete":"Installed XML parser","toolCallId":"toolu_01GTMXL2f6HsUiTUE5bXGwyu","agentTurnId":"turn_dNm5XHnohUIydFMD","filePath":null,"id":"YNCvJj1ieLmQNSaM","type":"task-subtask-v1","parts":[{"type":"subtask-started","data":{"subtaskType":"bash","command":"cd /vercel/share/v0-project && pnpm add fast-xml-parser 2>&1 | tail -3"}},{"type":"subtask-log","data":{"logType":"created-terminal"},"id":"Vs7IxJlKsljdyVLa"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"│ │\n╰──────────────────────────────────────────────────────────────────────────────╯\nDone in 2.1s using pnpm v10.34.3\n"},"id":"VbxycxQeDIpt3kgR"}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_f0N5FFXlcIg","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"package.json","baseName":"package.json","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"pnpm-lock.yaml","baseName":"pnpm-lock.yaml","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]json:file=\"package.json\" \nGENERATING\n[V0_FILE]yaml:file=\"pnpm-lock.yaml\" \nGENERATING","latestDeploymentInfo":"$110:0:1","lastDeployedAt":"2026-06-22T09:19:55.674Z","sourceVersionKey":"v_1_bmlza_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_f0N5FFXlcIg","meta":{"taskNameActive":"Applying changes","taskNameComplete":"Applied changes","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Applying changes","taskNameComplete":"Applied changes"},"id":"block-b_f0N5FFXlcIg"}],["AssistantMessageContentPart",{"part":{"createdAt":1782119879130,"finishedAt":1782119879369,"lastPartSentAt":1782119879369,"taskNameActive":null,"id":"BcMGqnOc94GjW4rR","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":0,"thought":"I'm checking the articles.ts file to see what types are defined there."}]}}],["p",{},["text",{},"Now let me read the articles.ts to understand types, then create a real news fetcher."]],["AssistantMessageContentPart",{"part":{"createdAt":1782119880029,"finishedAt":1782119880459,"lastPartSentAt":1782119880421,"taskNameActive":"Reading articles types","taskNameComplete":"Read articles types","toolCallId":"toolu_01PkNHd49XXEbDj7rbtnsXfW","agentTurnId":"turn_h5Cm1rMm9E3P2n9L","filePath":null,"id":"LkucjZWoig6XWHG3","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/lib/articles.ts"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782119885579,"finishedAt":1782119888783,"lastPartSentAt":1782119888783,"taskNameActive":null,"id":"N5wSZ7cRQhAO0hQG","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":3,"thought":"I'm setting up a real news fetcher that pulls from Google News RSS feeds. The approach is to fetch search results for any user-provided keywords, combine those with top Korean headlines as a baseline, then deduplicate articles by title and link while extracting key metadata like publication date, source, and description.\n\nWriting the fetcher..."}]}}],["p",{},["text",{},"이제 구글 뉴스 RSS에서 실시간 한국 뉴스를 가져오는 모듈을 만들겠습니다. API 키 없이 동작하며, 관심 키워드별 검색 + 주요 헤드라인을 함께 수집합니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_yIsgpu7fLZd","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/news.ts\" \nGENERATING","latestDeploymentInfo":"$110:1:1","lastDeployedAt":"2026-06-22T09:19:55.674Z","sourceVersionKey":"v_1_w8w5x_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_yIsgpu7fLZd","meta":{"taskNameActive":"Writing news fetcher","taskNameComplete":"Wrote news fetcher","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Writing news fetcher","taskNameComplete":"Wrote news fetcher"},"id":"block-b_yIsgpu7fLZd"}],["p",{},["text",{},"Now update the actions to use real news, and improve the fallback so keyword matching works even without AI (matching against title + content):"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_55H3Y02pf9r","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/app/actions.ts","baseName":"actions.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/app/actions.ts\" \nGENERATING","latestDeploymentInfo":"$110:2:1","lastDeployedAt":"2026-06-22T09:19:55.674Z","sourceVersionKey":"v_1_xwmgg_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_55H3Y02pf9r","meta":{"taskNameActive":"Importing news fetcher","taskNameComplete":"Imported news fetcher","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Importing news fetcher","taskNameComplete":"Imported news fetcher"},"id":"block-b_55H3Y02pf9r"}],["AssistantMessageContentPart",{"part":{"createdAt":1782119928079,"finishedAt":1782119929549,"lastPartSentAt":1782119929549,"taskNameActive":null,"id":"mW3BpkctQbaikdqU","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I need to rethink the approach here—instead of trying to extract keywords in the fallback, I should modify the scoring function to match interests directly against the article text. That way, even without AI analysis, the system can still identify relevant articles by checking if any interests appear in the title or content, and those matched interests become the tags."}]}}],["p",{},["text",{},"이제 AI 없이도 키워드 매칭이 작동하도록 점수 로직을 개선하겠습니다. 기사 키워드뿐 아니라 제목·본문 텍스트와도 관심사를 대조합니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_Jo34pxarW9C","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/app/actions.ts","baseName":"actions.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/app/actions.ts\" \nGENERATING","latestDeploymentInfo":"$110:3:1","lastDeployedAt":"2026-06-22T09:19:55.674Z","sourceVersionKey":"v_1_gttft_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_Jo34pxarW9C","meta":{"taskNameActive":"Improving scoring","taskNameComplete":"Improved scoring","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Improving scoring","taskNameComplete":"Improved scoring"},"id":"block-b_Jo34pxarW9C"}],["p",{},["text",{},"Now update "],["code",{},"getRecommendations"],["text",{}," to fetch real news instead of the dummy array:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_iXtTZrH4EU5","parts":[{"type":"code-project","isVersioned":true,"isSourceless":false,"changedFiles":[{"fileName":"package.json","baseName":"package.json","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"pnpm-lock.yaml","baseName":"pnpm-lock.yaml","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"/app/actions.ts","baseName":"actions.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/app/actions.ts\" \nGENERATING","latestDeploymentInfo":"$110:4:1","lastDeployedAt":"2026-06-22T09:19:55.674Z","sourceVersionKey":"v_1_ez2pn_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_iXtTZrH4EU5","meta":{"taskNameActive":"Using real news","taskNameComplete":"Used real news","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Using real news","taskNameComplete":"Used real news"},"id":"block-b_iXtTZrH4EU5"}],["AssistantMessageContentPart",{"part":{"createdAt":1782119954487,"finishedAt":1782119955343,"lastPartSentAt":1782119955343,"taskNameActive":null,"id":"fRSekuhMoQHDAmeY","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I'm checking that the content truncation in the fallback is working as expected—since real RSS feeds already provide snippets, the 80-character limit should be fine. Let me test this in the browser to make sure the news cards are pulling the article fields correctly."}]}}],["p",{},["text",{},"이제 브라우저에서 실제 뉴스가 로드되는지 검증하겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782119957527,"finishedAt":1782119979522,"lastPartSentAt":1782119979362,"taskNameActive":"Testing real news","taskNameComplete":"Tested real news","toolCallId":"toolu_01LKFC3Lfti1u5ewe657jKHk","agentTurnId":"turn_TG83UHDxRAIBmhFP","filePath":null,"id":"SGh4dNqBSXVh5Zoj","type":"task-subtask-v1","parts":[{"type":"subtask-started","data":{"subtaskType":"bash","command":"agent-browser open \"http://localhost:${DEV_PORT:-3000}\" && sleep 2 && agent-browser find role button click --name \"맞춤 뉴스 추천받기\" && agent-browser wait --text \"분석 완료\" 90000 && agent-browser scroll down 350 && agent-browser screenshot /tmp/realnews.png && agent-browser eval \"Array.from(document.querySelectorAll('article h2')).slice(0,4).map(h=>h.textContent).join(' || ')\""}},{"type":"subtask-log","data":{"logType":"created-terminal"},"id":"lzOqqNKBBemWXqqt"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"✓ 오늘의 추천 뉴스 | AI 맞춤 뉴스 큐레이션\n http://localhost:3000/\n"},"id":"r5LSshCD0yCz4bIo"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"✓ Done\n"},"id":"l1gQuWQzQisSZbvL"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"분석 완료\n✓ Done\n✓ Screenshot saved to /tmp/realnews.png\n\"코스피, 9,100선 마감…사상 최고치 || [속보]‘내란 가담’ 박성재, 1심에서 구형보다 5년 많은 징역 25년 선고…법정 구속 || 국회의장, 24일 원 구성 '최후통첩'‥여 \\\"결단 내릴 것\\\" 야 \\\"대단히 유감\\\" || 124표 차 "},"id":"7RPXYytcvYpqfKuT"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"충주시장 선거 재검표… 7월 15일 교통대서 실시\"\n"},"id":"O0ZZusQkEh2WN3rZ"},{"type":"agent-browser-screenshot","id":"V3jwRWpv8TMfh5X7","screenshotUrl":"https://uploads.vusercontent.net/a/eyJhbGciOiJkaXIiLCJlbmMiOiJBMjU2R0NNIn0..7ReeEvrZ2FBXvQrJ.h5gMkJTSq0fG1u_HrCxXeP-_rdwgXeGvNmXwpR0nlLL6GnmLoirrsIxcv5rsFCdn8P_9es79cdvHgz3xmNw5MN_MU6_o0I8aco39p7mpbaW8I9JvbiUlxzOQEZgzmnX9Ai8COz7wPpGLtVS-oZelsE8kk2tuTpRoKHkptjPUfrTT3vRGoCKrDHnhep9r4I4TkJrNOaByaENbVA.fLvgPaoHfwo_G8L5G8FCbg","path":"/tmp/realnews.png","browserUrl":null,"pageTitle":null,"width":1280,"height":577}]}}],["p",{},["text",{},"실제 한국 뉴스가 정상적으로 로드됩니다. 실시간 기사(코스피 사상 최고치, KBS·경향신문 등 실제 언론사 출처, 2026-06-22 날짜)가 표시되고, 관심 키워드 매칭 점수(\"1점 일치\")와 본문 스니펫도 작동합니다. \"기사 원문 보기 →\"를 클릭하면 실제 구글 뉴스 링크를 통해 원문 기사로 이동합니다."]],["p",{},["strong",{},["text",{},"변경 사항 요약:"]]],["ul",{"start":1},["li",{"index":1},["strong",{},["code",{},"lib/news.ts"]],["text",{}," (신규) — 구글 뉴스 RSS(한국)에서 API 키 없이 실시간 뉴스를 수집합니다. 주요 헤드라인 + 관심 키워드별 검색 결과를 합쳐 중복 제거 후 최대 24건을 반환하고, 10분 캐시로 과도한 요청을 막습니다."]],["li",{"index":2},["strong",{},["code",{},"app/actions.ts"]],["text",{}," — 더미 배열 대신 "],["code",{},"fetchNews()"],["text",{},"로 실제 기사를 가져오도록 변경했고, 점수 로직이 기사 키워드뿐 아니라 제목·본문과도 관심사를 대조하도록 개선해 AI 없이도 매칭이 동작합니다."]]],["p",{},["text",{},"여전히 AI 요약은 카드의 본문 스니펫으로 대체되고 있는데, 이는 AI Gateway 카드 미등록(403) 때문입니다. 카드를 등록하시면 이 실시간 기사들에 대해 AI 요약과 키워드 추출까지 자동으로 채워집니다."]]]],[1,{}]]},"context":[],"isContentLoading":false,"role":"assistant","id":"ZrO0jKZtCO4YrDDVbUfKcSmbRDBD0bnH","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"Hj6pKVPJLpR7KI8yl2kkB7CwqJeizKfN","type":"message","creditCost":0.80839475,"workMetrics":{"diffMap":{},"linesRead":203,"agentActions":10},"createdAt":"$D2026-06-22T09:17:21.701Z","updatedAt":"$D2026-06-22T09:19:55.766Z"},{"content":{"type":"parts","parts":[{"type":"mdx","content":"좀 더 방대한 양의 뉴스 기사들을 끌어오고 싶은데 불가능한가? 이 세상 모든 뉴스들을 끌어오고 싶어"}],"version":1},"role":"user","id":"OLawuWvcn0hTewpOCv0zXWgLb9QfqrWg","attachments":[],"parentId":"ZrO0jKZtCO4YrDDVbUfKcSmbRDBD0bnH","type":"message","authorId":"olMAwyd6DuuLVN68LC9HWCMs","createdAt":"$D2026-06-22T09:21:37.673Z"},{"v0ModelId":"v0-max","content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"createdAt":1782120108598,"finishedAt":1782120109461,"lastPartSentAt":1782120109461,"taskNameActive":null,"id":"l3vfsXCijQhQLRPq","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I need to expand the news sources significantly—Google News RSS is a good starting point since it aggregates multiple outlets, but I can multiply coverage by adding topic-specific feeds, category feeds, multiple search queries, and broader pagination to cast a wider net. Let me examine the current news.ts implementation to see what I'm working with."}]}}],["p",{},["text",{},"세상 모든 뉴스를 문자 그대로 다 가져오는 건 불가능하지만, 현재보다 훨씬 방대한 양을 끌어올 수는 있습니다. 구글 뉴스 RSS는 사실상 전 세계 수천 개 언론사를 집계하므로, 카테고리·토픽·다중 검색 피드를 병렬로 대량 수집하면 거의 모든 주요 뉴스를 커버할 수 있습니다. 현재 파일을 확인하겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782120111657,"finishedAt":1782120112178,"lastPartSentAt":1782120112155,"taskNameActive":"Reading news fetcher","taskNameComplete":"Read news fetcher","toolCallId":"toolu_01P4vyHLoMibeEiLJayS9FCb","agentTurnId":"turn_LJAQTzwJibeYmS99","filePath":null,"id":"0swMxb7BCaEQhAs3","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/lib/news.ts"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782120117046,"finishedAt":1782120121831,"lastPartSentAt":1782120121831,"taskNameActive":null,"id":"c0N1CpTW7kZzLtLo","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":5,"thought":"I'm expanding the news feed system to include category-specific feeds for topics like World, Business, Technology, Entertainment, Sports, Science, and Health, plus support for multiple language and region editions to capture global news. I'll also add a configurable cap option and update the news.ts file with Google News topic feed URLs using their predefined section IDs."}]}}],["p",{},["text",{},"세계 모든 뉴스에 가깝게 커버하도록, 구글 뉴스의 "],["strong",{},["text",{},"토픽별 피드(세계/정치/경제/기술/연예/스포츠/과학/건강)"]],["text",{}," 와 "],["strong",{},["text",{},"여러 국가·언어 에디션(한국·미국·영국·일본 등)"]],["text",{},", 그리고 관심 키워드 검색을 모두 병렬로 대량 수집하도록 확장하겠습니다. 분석 비용을 고려해 상한선은 옵션으로 조절합니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_zbOXmI4wkox","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/news.ts\" \nGENERATING","latestDeploymentInfo":"$110:5:1","lastDeployedAt":"2026-06-22T09:23:54.421Z","sourceVersionKey":"v_1_1wnx3_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_zbOXmI4wkox","meta":{"taskNameActive":"Adding topic and edition feeds","taskNameComplete":"Added topic and edition feeds","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Adding topic and edition feeds","taskNameComplete":"Added topic and edition feeds"},"id":"block-b_zbOXmI4wkox"}],["p",{},["text",{},"Now update "],["code",{},"fetchNews"],["text",{}," to assemble all these feeds and accept a configurable limit:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_HCZTW8JgUcs","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/news.ts\" \nGENERATING","latestDeploymentInfo":"$110:6:1","lastDeployedAt":"2026-06-22T09:23:54.422Z","sourceVersionKey":"v_1_sdlgh_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_HCZTW8JgUcs","meta":{"taskNameActive":"Expanding fetchNews","taskNameComplete":"Expanded fetchNews","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Expanding fetchNews","taskNameComplete":"Expanded fetchNews"},"id":"block-b_HCZTW8JgUcs"}],["AssistantMessageContentPart",{"part":{"createdAt":1782120153810,"finishedAt":1782120157660,"lastPartSentAt":1782120157660,"taskNameActive":null,"id":"ESmA8GftWnzgqrhV","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":4,"thought":"I'm realizing that running 60 articles through AI analysis in parallel could get expensive once the AI gateway is working, though the fallback is cheap. The code uses Promise.all to process all articles concurrently, which means 60 simultaneous AI calls—that's substantial. But since the user explicitly wants to handle large volumes, I'll keep it as is.\n\nActually, a smarter approach would be to score articles first using just title and content matching against keywords—no AI needed—then only run AI analysis on the top-ranked results. That cuts costs dramatically and speeds things up. Let me refactor actions.ts to fetch all the news, score them by keyword relevance first, then selectively AI-analyze only the highest-scoring ones for summaries."}]}}],["p",{},["text",{},"기사가 최대 60건으로 늘면서, AI가 켜졌을 때 60건 전부를 요약하면 느리고 비용이 큽니다. 그래서 순서를 바꾸겠습니다 — "],["strong",{},["text",{},"먼저 제목·본문으로 점수를 매겨 정렬한 뒤, 상위 기사만 AI로 요약"]],["text",{},"하도록 actions.ts를 최적화하겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782120159459,"finishedAt":1782120160137,"lastPartSentAt":1782120160108,"taskNameActive":"Reading actions","taskNameComplete":"Read actions","toolCallId":"toolu_01Ky6K2gdM6BiwUW3KhyaiiT","agentTurnId":"turn_PZdw5a1pMj8Ri9j1","filePath":null,"id":"ReRf9AxrjV6c3B5K","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/app/actions.ts"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782120165176,"finishedAt":1782120165959,"lastPartSentAt":1782120165959,"taskNameActive":null,"id":"GevBxecwFdZmpCss","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I'm refactoring the recommendation flow to score raw articles first by their basic attributes, then filter down to the top candidates before running the more expensive AI analysis. I'll create a generic scoring function that works on raw article data so I can decouple the initial filtering from the detailed analysis step."}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_FVAF3DNPBzX","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/app/actions.ts","baseName":"actions.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/app/actions.ts\" \nGENERATING","latestDeploymentInfo":"$110:7:1","lastDeployedAt":"2026-06-22T09:23:54.422Z","sourceVersionKey":"v_1_t6xlr_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_FVAF3DNPBzX","meta":{"taskNameActive":"Optimizing pipeline","taskNameComplete":"Optimized pipeline","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Optimizing pipeline","taskNameComplete":"Optimized pipeline"},"id":"block-b_FVAF3DNPBzX"}],["AssistantMessageContentPart",{"part":{"createdAt":1782120188732,"finishedAt":1782120189231,"lastPartSentAt":1782120189231,"taskNameActive":null,"id":"c3olnUycGX8RZFpT","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":0,"thought":"I notice the AnalyzedArticle import is no longer being used since I removed its references, so I should clean that up from the imports."}]}}],["p",{},["code",{},"AnalyzedArticle"],["text",{}," import이 더 이상 쓰이지 않으니 정리하겠습니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_3oX1DxUKG3E","parts":[{"type":"code-project","isVersioned":true,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"/app/actions.ts","baseName":"actions.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/app/actions.ts\" \nGENERATING","latestDeploymentInfo":"$110:8:1","lastDeployedAt":"2026-06-22T09:23:54.422Z","sourceVersionKey":"v_1_rotdr_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_3oX1DxUKG3E","meta":{"taskNameActive":"Cleaning imports","taskNameComplete":"Cleaned imports","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Cleaning imports","taskNameComplete":"Cleaned imports"},"id":"block-b_3oX1DxUKG3E"}],["p",{},["text",{},"Now let me verify in the browser that the larger pool loads."]],["AssistantMessageContentPart",{"part":{"createdAt":1782120197745,"finishedAt":1782120216482,"lastPartSentAt":1782120216400,"taskNameActive":"Testing expanded news","taskNameComplete":"Tested expanded news","toolCallId":"toolu_01CF7cbMbaZWTAyegM2qc8fK","agentTurnId":"turn_7JeoDQKYUYHAHIJj","filePath":null,"id":"m078eE7f1Pm5HW27","type":"task-subtask-v1","parts":[{"type":"subtask-started","data":{"subtaskType":"bash","command":"agent-browser open \"http://localhost:${DEV_PORT:-3000}\" && sleep 2 && agent-browser find role button click --name \"맞춤 뉴스 추천받기\" && agent-browser wait --text \"분석 완료\" 120000 && agent-browser eval \"document.querySelectorAll('article').length + ' articles; sources: ' + Array.from(new Set(Array.from(document.querySelectorAll('article')).map(a=>a.textContent.split(' ')[0]))).slice(0,8).join(',')\" && agent-browser screenshot /tmp/massive.png"}},{"type":"subtask-log","data":{"logType":"created-terminal"},"id":"jui1O9JT2CERJOSX"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"✓ 오늘의 추천 뉴스 | AI 맞춤 뉴스 큐레이션\n http://localhost:3000/\n"},"id":"qoXKwyDeVstrkyY8"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"✓ Done\n"},"id":"rdYaHogiFEotTKTk"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"분석 완료\n"},"id":"8MxMDfHOkEzYPbKY"},{"type":"subtask-log","data":{"logType":"poll-terminal-output","delta":"\"60 articles; sources: 01KBS,02매일경제2026-06-22“결국,03지디넷코리아2026-06-21미국인,04경향신문2026-06-22[속보]‘내란,05MBC,06조선일보2026-06-22124표,07MBC,08동아일보2026-06-21與내부\"\n✓ Screenshot saved to /tmp/massive.png\n"},"id":"tHg1oZ3sJwDXxrwG"},{"type":"agent-browser-screenshot","id":"SxdjlQHNwLbJNNUx","screenshotUrl":"https://uploads.vusercontent.net/a/eyJhbGciOiJkaXIiLCJlbmMiOiJBMjU2R0NNIn0..rFE5-_KIbrr9_0qB.Ie1id88m9zTt39kHf66UMzC66amE7IEKndERFFuT62Kh53QTatdgDy8FEdbSo09gTbHVVdIiXfn7yY_TefKAXaGeKTGp9WFWcJBcVrLcDueJyjzctFcd6N75ufBj1eM-yC_1Od5_p7nhqT-HCP8HOizmOXzDLSzxomVjsteeMZuZHdcmphdzXgzGv2PYSE_T1yywXHyRyvIQHw.RHHZxd-NrUrKWgL3uBS4Hg","path":"/tmp/massive.png","browserUrl":null,"pageTitle":null,"width":1280,"height":577}]}}],["p",{},["text",{},"완료됐습니다. 이제 "],["strong",{},["text",{},"60건"]],["text",{},"의 실시간 뉴스가 KBS·매일경제·지디넷코리아·경향신문·MBC·조선일보·동아일보 등 한국 주요 언론사와 미국·영국·일본 에디션까지 폭넓게 집계되어 표시됩니다."]],["p",{},["strong",{},["text",{},"변경 사항 요약:"]]],["ul",{"start":1},["li",{"index":1},["strong",{},["code",{},"lib/news.ts"]],["text",{}," — 구글 뉴스의 4개 국가 에디션(한국·미국·영국·일본) × 8개 토픽(세계·정치·경제·기술·연예·스포츠·과학·건강) 헤드라인과 키워드 검색을 모두 병렬 수집하도록 확장했습니다. "],["code",{},"Promise.allSettled"],["text",{},"로 일부 피드가 실패해도 전체가 멈추지 않으며, 제목 기준 중복 제거 후 기본 최대 60건을 반환합니다."]],["li",{"index":2},["strong",{},["code",{},"app/actions.ts"]],["text",{}," — 방대한 풀을 효율적으로 처리하기 위해 순서를 바꿨습니다. 먼저 제목·본문 기반으로 빠르게 점수를 매겨 정렬한 뒤, 상위 18건만 AI로 요약·키워드 추출하고 나머지는 본문 스니펫으로 채웁니다. 덕분에 기사 수를 크게 늘려도 AI 비용·속도가 통제됩니다."]]],["p",{},["text",{},"구글 뉴스는 전 세계 수천 개 매체를 집계하므로 이 방식으로 사실상 주요 글로벌 뉴스를 대부분 커버합니다. 더 늘리고 싶으면 에디션·토픽을 추가하거나 "],["code",{},"fetchNews"],["text",{},"의 "],["code",{},"limit"],["text",{}," 값을 올리면 됩니다."]]]],[1,{}]]},"context":[],"isContentLoading":false,"role":"assistant","id":"fO2BNWligCCM2sb9ExRIZNUSOtY5acq3","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"OLawuWvcn0hTewpOCv0zXWgLb9QfqrWg","type":"message","creditCost":0.7816555,"workMetrics":{"diffMap":{},"linesRead":208,"agentActions":7},"createdAt":"$D2026-06-22T09:21:37.674Z","updatedAt":"$D2026-06-22T09:23:54.495Z"},{"content":{"type":"parts","parts":[{"type":"mdx","content":"뉴스의 양이 너무 적어 많이 가져왔으면 좋겠는데"}],"version":1},"role":"user","id":"bpPNG29oM9d6akOdxwOWPMRHpbUilZ80","attachments":[],"parentId":"fO2BNWligCCM2sb9ExRIZNUSOtY5acq3","type":"message","authorId":"olMAwyd6DuuLVN68LC9HWCMs","createdAt":"$D2026-06-22T09:26:25.990Z"},{"v0ModelId":"v0-max","content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"createdAt":1782120393758,"finishedAt":1782120393930,"lastPartSentAt":1782120393930,"taskNameActive":null,"id":"rMElCxoF3U5eqNfe","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":0,"thought":"I need to check the current news.ts file to see what's already there before expanding it."}]}}],["p",{},["text",{},"현재 뉴스 수집 설정을 확인하고 양을 크게 늘리겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782120394462,"finishedAt":1782120394852,"lastPartSentAt":1782120394829,"taskNameActive":"Reading news fetcher","taskNameComplete":"Read news fetcher","toolCallId":"toolu_01GwHhHPxdwrnBTtcxnXhKdx","agentTurnId":"turn_cIn7A7bEdqImn0ZZ","filePath":null,"id":"uNG9jX23SwtqswUM","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/lib/news.ts"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782120399863,"finishedAt":1782120400555,"lastPartSentAt":1782120400555,"taskNameActive":null,"id":"NmBwmeuutnB5iLZ9","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I need to expand the news feed by adding more country editions and increasing the limit from 60 to around 200 to give users access to more content. I should also check if the feed component itself has any display restrictions that might need adjusting."}]}}],["p",{},["text",{},"뉴스 양을 크게 늘리겠습니다. 국가 에디션을 추가하고(한국·미국·영국·일본 → +독일·프랑스·인도·캐나다·호주), 반환 상한을 60 → 200으로 올리겠습니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_7WcKjMNIp9g","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/news.ts\" \nGENERATING","latestDeploymentInfo":"$110:9:1","lastDeployedAt":"2026-06-22T09:28:04.452Z","sourceVersionKey":"v_1_nya93_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_7WcKjMNIp9g","meta":{"taskNameActive":"Adding more editions","taskNameComplete":"Added more editions","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Adding more editions","taskNameComplete":"Added more editions"},"id":"block-b_7WcKjMNIp9g"}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_nEVZFDcYz48","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/news.ts\" \nGENERATING","latestDeploymentInfo":"$110:10:1","lastDeployedAt":"2026-06-22T09:28:04.452Z","sourceVersionKey":"v_1_qzk43_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_nEVZFDcYz48","meta":{"taskNameActive":"Raising limit","taskNameComplete":"Raised limit","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Raising limit","taskNameComplete":"Raised limit"},"id":"block-b_nEVZFDcYz48"}],["AssistantMessageContentPart",{"part":{"createdAt":1782120428102,"finishedAt":1782120429929,"lastPartSentAt":1782120429929,"taskNameActive":null,"id":"dQYqeu46YNK0DBQG","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":2,"thought":"So with 12 editions and multiple feeds per edition, I'm looking at around 108 feeds plus search feeds being fetched in parallel—Promise.allSettled should handle that load fine. I need to verify the feed component respects the display limits and that the actions can process up to 200 articles, where the top 18 get full summaries and the rest receive snippets instead."}]}}],["p",{},["text",{},"이제 에디션이 12개로 늘어 100개 이상의 피드를 수집합니다. 화면에 200개 카드를 한 번에 렌더하면 무거우니, 표시 부분을 확인하겠습니다."]],["AssistantMessageContentPart",{"part":{"createdAt":1782120430182,"finishedAt":1782120430715,"lastPartSentAt":1782120430689,"taskNameActive":"Reading news feed","taskNameComplete":"Read news feed","toolCallId":"toolu_01MiqW3yH39YaFLrAutwZB6K","agentTurnId":"turn_GnnhEEuhmCgK0k2h","filePath":null,"id":"3KbAsHT1g4zz8MIc","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/components/news-feed.tsx"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1782120438433,"finishedAt":1782120439345,"lastPartSentAt":1782120439345,"taskNameActive":null,"id":"iRZIji20w1jwFJcZ","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"I need to handle the performance issue of rendering 200 cards at once, so I'll implement a load-more pagination system that shows a limited number of articles initially—maybe 20—and adds a \"더 보기\" button to reveal more incrementally. I'm adding a visibleCount state to manage how many articles are currently displayed."}]}}],["p",{},["text",{},"200건을 한 번에 렌더하면 무거우니 \"더 보기\" 버튼으로 점진적으로 표시하도록 개선하겠습니다."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_NEGZ6OzIpIz","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/components/news-feed.tsx","baseName":"news-feed.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/components/news-feed.tsx\" \nGENERATING","latestDeploymentInfo":"$110:11:1","lastDeployedAt":"2026-06-22T09:28:04.452Z","sourceVersionKey":"v_1_y9nmm_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_NEGZ6OzIpIz","meta":{"taskNameActive":"Adding visible count state","taskNameComplete":"Added visible count state","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Adding visible count state","taskNameComplete":"Added visible count state"},"id":"block-b_NEGZ6OzIpIz"}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_VOHA0xOZrO1","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/components/news-feed.tsx","baseName":"news-feed.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/components/news-feed.tsx\" \nGENERATING","latestDeploymentInfo":"$110:12:1","lastDeployedAt":"2026-06-22T09:28:04.452Z","sourceVersionKey":"v_1_uyb82_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_VOHA0xOZrO1","meta":{"taskNameActive":"Resetting count on recommend","taskNameComplete":"Reset count on recommend","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Resetting count on recommend","taskNameComplete":"Reset count on recommend"},"id":"block-b_VOHA0xOZrO1"}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_yf1OlDKhQ0x","parts":[{"type":"code-project","isVersioned":true,"isSourceless":false,"changedFiles":[{"fileName":"/lib/news.ts","baseName":"news.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false},{"fileName":"/components/news-feed.tsx","baseName":"news-feed.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]typescriptreact:file=\"/components/news-feed.tsx\"\nGENERATING","latestDeploymentInfo":"$110:13:1","lastDeployedAt":"2026-06-22T13:23:01.753Z","sourceVersionKey":"v_1_ykwdm_s3","needsBlockSource":false,"isAllImages":false,"blockId":"b_yf1OlDKhQ0x","meta":{"taskNameActive":"Adding load more button","taskNameComplete":"Added load more button","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Adding load 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