🖥️ Nhật ký Hoạt động & Giám sát Agent

[LOG] [2026-09-08T12:00:00.736Z] [Scheduler] [2026-09-08T12:00:00.736Z] Starting sequential pipeline run...

[LOG] [2026-09-08T12:00:00.756Z] [Scheduler] Running scheduled hourly competitor sniping scan...

[LOG] [2026-09-08T12:00:00.756Z] [Sniping] Starting real-time competitor sniping scan...

[LOG] [2026-09-08T12:00:02.398Z] [Scheduler] Running Reddit Crawler...

[LOG] [2026-09-08T12:00:02.400Z] [Crawler] Starting Reddit Crawler job...

[LOG] [2026-09-08T12:00:02.599Z] [Sniping] No active sniping sources found. Skipping.

[LOG] [2026-09-08T12:00:03.105Z] [Crawler] Target subreddits: SideProject, startups, SaaS, iOSProgramming, reactnative, AndroidDev, flutterdev

[LOG] [2026-09-08T12:00:03.105Z] [Crawler] Triggering Apify Reddit Scraper actor...

[LOG] [2026-09-08T12:03:35.679Z] [Crawler] Apify Reddit run succeeded. Run ID: zY1lJedOwg9Zf0BgD. Dataset ID: FV63jJ2brdJjgya4Z. Token attempt: 3.

[LOG] [2026-09-08T12:03:35.679Z] [Crawler] Fetched 30 posts from Reddit.

[LOG] [2026-09-08T12:03:55.520Z] [Crawler] Finished crawler job. Inserted 28 new posts.

[LOG] [2026-09-08T12:03:55.520Z] [Scheduler] Reddit Crawler finished. Scraped 28 items.

[LOG] [2026-09-08T12:03:55.772Z] [Scheduler] Running App Store Crawler...

[LOG] [2026-09-08T12:03:55.772Z] [AppStore Crawler] Starting App Store Reviews Scraper...

[LOG] [2026-09-08T12:03:56.008Z] [AppStore Crawler] Target App IDs: 1234700980, 570060128

[LOG] [2026-09-08T12:03:56.008Z] [AppStore Crawler] Fetching reviews for App ID: 1234700980...

[LOG] [2026-09-08T12:03:56.076Z] [AppStore Crawler] No reviews found or invalid format for App ID: 1234700980

[LOG] [2026-09-08T12:03:56.076Z] [AppStore Crawler] Fetching reviews for App ID: 570060128...

[LOG] [2026-09-08T12:03:56.276Z] [AppStore Crawler] Found 49 reviews. Filtering for low ratings...

[LOG] [2026-09-08T12:04:05.342Z] [AppStore Crawler] App ID 570060128: Inserted 18 new pain-point reviews.

[LOG] [2026-09-08T12:04:05.342Z] [AppStore Crawler] App Store crawler job finished.

[LOG] [2026-09-08T12:04:05.343Z] [Scheduler] App Store Crawler finished. Scraped 18 items.

[LOG] [2026-09-08T12:04:05.577Z] [Scheduler] Running Google Play Crawler...

[LOG] [2026-09-08T12:04:05.578Z] [PlayStore Crawler] Starting Google Play Store Reviews Scraper...

[LOG] [2026-09-08T12:04:05.815Z] [PlayStore Crawler] Target Google Play App IDs: com.duolingo, com.notion

[LOG] [2026-09-08T12:04:05.815Z] [PlayStore Crawler] Fetching reviews for App ID (Package Name): com.duolingo...

[LOG] [2026-09-08T12:04:06.084Z] [PlayStore Crawler] Found 40 reviews. Filtering for low ratings...

[LOG] [2026-09-08T12:04:08.181Z] [PlayStore Crawler] App ID com.duolingo: Inserted 0 new pain-point reviews.

[LOG] [2026-09-08T12:04:08.181Z] [PlayStore Crawler] Fetching reviews for App ID (Package Name): com.notion...

[LOG] [2026-09-08T12:04:08.250Z] [PlayStore Crawler] Found 0 reviews. Filtering for low ratings...

[LOG] [2026-09-08T12:04:08.250Z] [PlayStore Crawler] App ID com.notion: Inserted 0 new pain-point reviews.

[LOG] [2026-09-08T12:04:08.250Z] [PlayStore Crawler] Google Play crawler job finished.

[LOG] [2026-09-08T12:04:08.250Z] [Scheduler] Google Play Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:08.480Z] [Scheduler] Running Chrome Web Store Crawler...

[LOG] [2026-09-08T12:04:08.481Z] [ChromeStore Crawler] Starting Chrome Web Store Reviews Scraper...

[LOG] [2026-09-08T12:04:08.711Z] [ChromeStore Crawler] Target Extension IDs: gighmmpiobklfepjocnamgkkbiglidom

[LOG] [2026-09-08T12:04:08.711Z] [ChromeStore Crawler] Fetching reviews for Extension: gighmmpiobklfepjocnamgkkbiglidom...

[LOG] [2026-09-08T12:04:08.789Z] [ChromeStore Crawler] Resolved reviews URL: https://chromewebstore.google.com/detail/adblock-—-block-ads-acros/gighmmpiobklfepjocnamgkkbiglidom/reviews

[LOG] [2026-09-08T12:04:09.023Z] [ChromeStore Crawler] Found 10 reviews. Filtering for low ratings...

[LOG] [2026-09-08T12:04:10.425Z] [ChromeStore Crawler] Extension gighmmpiobklfepjocnamgkkbiglidom: Inserted 0 new pain-point reviews.

[LOG] [2026-09-08T12:04:10.425Z] [ChromeStore Crawler] Chrome Web Store crawler job finished.

[LOG] [2026-09-08T12:04:10.426Z] [Scheduler] Chrome Web Store Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:10.666Z] [Scheduler] Running Product Hunt Crawler...

[LOG] [2026-09-08T12:04:10.666Z] [ProductHunt Crawler] Starting Product Hunt Scraper...

[LOG] [2026-09-08T12:04:11.386Z] [ProductHunt Crawler] Access token acquired successfully.

[LOG] [2026-09-08T12:04:11.386Z] [ProductHunt Crawler] Fetching featured posts from Product Hunt GraphQL API...

[LOG] [2026-09-08T12:04:11.561Z] [ProductHunt Crawler] Fetched 10 posts. Processing and saving...

[LOG] [2026-09-08T12:04:16.718Z] [ProductHunt Crawler] Product Hunt crawler finished. Inserted 10 new posts.

[LOG] [2026-09-08T12:04:16.718Z] [Scheduler] Product Hunt Crawler finished. Scraped 10 items.

[LOG] [2026-09-08T12:04:16.965Z] [Scheduler] Running Twitter Crawler...

[LOG] [2026-09-08T12:04:16.965Z] [Crawler] Starting Twitter Crawler job...

[LOG] [2026-09-08T12:04:17.198Z] [Crawler] No active Twitter sources found. Skipping.

[LOG] [2026-09-08T12:04:17.198Z] [Scheduler] Twitter Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:17.449Z] [Scheduler] Running G2 & Capterra Crawler...

[LOG] [2026-09-08T12:04:17.449Z] [Crawler] Starting G2 and Capterra Crawler job...

[LOG] [2026-09-08T12:04:17.706Z] [Crawler] No active G2 or Capterra sources found. Skipping.

[LOG] [2026-09-08T12:04:17.706Z] [Scheduler] G2 & Capterra Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:17.943Z] [Scheduler] Running TikTok Trends & Comments Crawler...

[LOG] [2026-09-08T12:04:17.943Z] [TikTok Crawler] Starting TikTok Trends & Comments Scraper...

[LOG] [2026-09-08T12:04:18.179Z] [TikTok Crawler] No active TikTok sources found. Skipping.

[LOG] [2026-09-08T12:04:18.179Z] [Scheduler] TikTok Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:18.423Z] [Scheduler] Running Threads Discussions Crawler...

[LOG] [2026-09-08T12:04:18.423Z] [Threads Crawler] Starting Threads Discussions Scraper...

[LOG] [2026-09-08T12:04:18.670Z] [Threads Crawler] No active Threads sources found. Skipping.

[LOG] [2026-09-08T12:04:18.670Z] [Scheduler] Threads Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:18.917Z] [Scheduler] Running Facebook Ads Library Crawler...

[LOG] [2026-09-08T12:04:18.917Z] [FB Ads Crawler] Starting Facebook Ads Library Scraper...

[LOG] [2026-09-08T12:04:19.152Z] [FB Ads Crawler] No active Facebook Ads sources found. Skipping.

[LOG] [2026-09-08T12:04:19.152Z] [Scheduler] Facebook Ads Crawler finished. Scraped 0 items.

[LOG] [2026-09-08T12:04:24.393Z] [Scheduler] Running Analyzer...

[LOG] [2026-09-08T12:04:24.393Z] [Analyzer] Starting Normalize & Pain Analyzer job...

[LOG] [2026-09-08T12:04:25.365Z] [Analyzer] Processing batch of 10 posts...

[LOG] [2026-09-08T12:04:25.365Z] [Analyzer] Analyzing post ID: f0e09c1c-f8d2-49ac-8d9e-b8ee1542798c...

[LOG] [2026-09-08T12:04:28.728Z] [Analyzer] Successfully processed post ID: f0e09c1c-f8d2-49ac-8d9e-b8ee1542798c

[LOG] [2026-09-08T12:04:28.728Z] [Analyzer] Analyzing post ID: 0844b6e3-97a0-4cdd-bce5-5464aded1688...

[LOG] [2026-09-08T12:04:32.018Z] [Analyzer] Successfully processed post ID: 0844b6e3-97a0-4cdd-bce5-5464aded1688

[LOG] [2026-09-08T12:04:32.018Z] [Analyzer] Analyzing post ID: ac8215f3-ec4e-45ab-9855-6f256ac6f332...

[LOG] [2026-09-08T12:04:34.657Z] [Analyzer] Successfully processed post ID: ac8215f3-ec4e-45ab-9855-6f256ac6f332

[LOG] [2026-09-08T12:04:34.657Z] [Analyzer] Analyzing post ID: 05885504-bbbd-4a09-a7a7-4624c694cd00...

[LOG] [2026-09-08T12:04:37.669Z] [Analyzer] Successfully processed post ID: 05885504-bbbd-4a09-a7a7-4624c694cd00

[LOG] [2026-09-08T12:04:37.669Z] [Analyzer] Analyzing post ID: 2512e0b1-2f41-4825-a186-b8626114fad9...

[LOG] [2026-09-08T12:04:39.982Z] [Analyzer] Successfully processed post ID: 2512e0b1-2f41-4825-a186-b8626114fad9

[LOG] [2026-09-08T12:04:39.982Z] [Analyzer] Analyzing post ID: 7307fa3d-e20f-4715-833a-6135a718d78b...

[LOG] [2026-09-08T12:04:42.368Z] [Analyzer] Successfully processed post ID: 7307fa3d-e20f-4715-833a-6135a718d78b

[LOG] [2026-09-08T12:04:42.368Z] [Analyzer] Analyzing post ID: d4f5ef0f-2884-476d-b87f-d549489136d4...

[LOG] [2026-09-08T12:04:44.306Z] [Analyzer] Successfully processed post ID: d4f5ef0f-2884-476d-b87f-d549489136d4

[LOG] [2026-09-08T12:04:44.306Z] [Analyzer] Analyzing post ID: 0c5a5c44-14d3-4df2-b973-9d064a230ec2...

[LOG] [2026-09-08T12:04:46.477Z] [Analyzer] Successfully processed post ID: 0c5a5c44-14d3-4df2-b973-9d064a230ec2

[LOG] [2026-09-08T12:04:46.477Z] [Analyzer] Analyzing post ID: 8e14edf8-0e88-45e0-9d63-931a403e4565...

[LOG] [2026-09-08T12:04:48.860Z] [Analyzer] Successfully processed post ID: 8e14edf8-0e88-45e0-9d63-931a403e4565

[LOG] [2026-09-08T12:04:48.860Z] [Analyzer] Analyzing post ID: 20b72e7e-8814-4686-9a6f-f9bbcfcc3101...

[LOG] [2026-09-08T12:04:51.397Z] [Analyzer] Successfully processed post ID: 20b72e7e-8814-4686-9a6f-f9bbcfcc3101

[LOG] [2026-09-08T12:04:51.397Z] [Analyzer] Analyzer job batch completed.

[LOG] [2026-09-08T12:04:51.397Z] [Scheduler] Analyzer finished. Analyzed 10 items.

[LOG] [2026-09-08T12:04:56.646Z] [Scheduler] Running Clusterer...

[LOG] [2026-09-08T12:04:56.646Z] [Clusterer] Starting Clustering job...

[LOG] [2026-09-08T12:04:57.138Z] [Clusterer] Found 10 posts to process.

[LOG] [2026-09-08T12:04:57.138Z] [Clusterer] Generating embedding for post ID 7c6582b0-a58e-4ba0-8f88-9c3fb3f32479...

[LOG] [2026-09-08T12:04:57.881Z] [Clusterer] Finding cluster match for post ID 7c6582b0-a58e-4ba0-8f88-9c3fb3f32479...

[LOG] [2026-09-08T12:05:01.162Z] [Clusterer] Creating new cluster for problem: "Tìm kiếm CTO đồng sáng lập kỹ thuật khó khăn, tốn kém."

[LOG] [2026-09-08T12:05:02.166Z] [Clusterer] Successfully created new cluster: "Tìm CTO đồng sáng lập" with ID 147bf078-deaf-4f67-8ff4-b44110262245

[LOG] [2026-09-08T12:05:02.857Z] [Clusterer] Successfully assigned post ID 7c6582b0-a58e-4ba0-8f88-9c3fb3f32479 to cluster ID 147bf078-deaf-4f67-8ff4-b44110262245

[LOG] [2026-09-08T12:05:03.361Z] [Clusterer] Recalculated score for cluster ID 147bf078-deaf-4f67-8ff4-b44110262245: Opportunity Score = 5.8/10

[LOG] [2026-09-08T12:05:03.361Z] [Clusterer] Generating embedding for post ID 9bbcd916-6db1-443a-8fa8-79da5925e206...

[LOG] [2026-09-08T12:05:03.950Z] [Clusterer] Finding cluster match for post ID 9bbcd916-6db1-443a-8fa8-79da5925e206...

[LOG] [2026-09-08T12:05:04.490Z] [Clusterer] Creating new cluster for problem: "Thiếu hiểu biết về vai trò CTO và giá trị của chuyên môn kỹ thuật trong khởi nghiệp."

[LOG] [2026-09-08T12:05:05.426Z] [Clusterer] Successfully created new cluster: "Khóa học CTO" with ID 911c0c32-1aa6-45a1-a0bd-1c3126932e91

[LOG] [2026-09-08T12:05:05.668Z] [Clusterer] Successfully assigned post ID 9bbcd916-6db1-443a-8fa8-79da5925e206 to cluster ID 911c0c32-1aa6-45a1-a0bd-1c3126932e91

[LOG] [2026-09-08T12:05:07.045Z] [Clusterer] Recalculated score for cluster ID 911c0c32-1aa6-45a1-a0bd-1c3126932e91: Opportunity Score = 6.5/10

[LOG] [2026-09-08T12:05:07.045Z] [Clusterer] Generating embedding for post ID dc6c2853-8a1b-4fc4-9b3b-6661dbe38893...

[LOG] [2026-09-08T12:05:07.621Z] [Clusterer] Finding cluster match for post ID dc6c2853-8a1b-4fc4-9b3b-6661dbe38893...

[LOG] [2026-09-08T12:05:08.164Z] [Clusterer] Creating new cluster for problem: "Ứng dụng mới không hiển thị trong kết quả tìm kiếm Google Play."

[LOG] [2026-09-08T12:05:08.988Z] [Clusterer] Successfully created new cluster: "Tối ưu hóa cửa hàng ứng dụng (ASO)" with ID 09fa2e40-24d8-4d67-a1b2-d7e4c640f137

[LOG] [2026-09-08T12:05:09.223Z] [Clusterer] Successfully assigned post ID dc6c2853-8a1b-4fc4-9b3b-6661dbe38893 to cluster ID 09fa2e40-24d8-4d67-a1b2-d7e4c640f137

[LOG] [2026-09-08T12:05:09.698Z] [Clusterer] Recalculated score for cluster ID 09fa2e40-24d8-4d67-a1b2-d7e4c640f137: Opportunity Score = 6.6/10

[LOG] [2026-09-08T12:05:09.698Z] [Clusterer] Generating embedding for post ID 9910f165-c5e7-49da-bfb9-63f8daf65cec...

[LOG] [2026-09-08T12:05:10.287Z] [Clusterer] Finding cluster match for post ID 9910f165-c5e7-49da-bfb9-63f8daf65cec...

[LOG] [2026-09-08T12:05:11.225Z] [Clusterer] Creating new cluster for problem: "Đồng bộ hóa phiên tập luyện giữa điện thoại và đồng hồ thông minh bị gián đoạn."

[LOG] [2026-09-08T12:05:12.514Z] [Clusterer] Successfully created new cluster: "Đồng bộ hóa thiết bị tập luyện" with ID 92753fd5-af9a-4339-a6da-2365558a334c

[LOG] [2026-09-08T12:05:12.752Z] [Clusterer] Successfully assigned post ID 9910f165-c5e7-49da-bfb9-63f8daf65cec to cluster ID 92753fd5-af9a-4339-a6da-2365558a334c

[LOG] [2026-09-08T12:05:13.257Z] [Clusterer] Recalculated score for cluster ID 92753fd5-af9a-4339-a6da-2365558a334c: Opportunity Score = 6.2/10

[LOG] [2026-09-08T12:05:13.257Z] [Clusterer] Generating embedding for post ID 76cfce35-4d3a-4adf-8cf3-2ef3e9b86062...

[LOG] [2026-09-08T12:05:13.826Z] [Clusterer] Finding cluster match for post ID 76cfce35-4d3a-4adf-8cf3-2ef3e9b86062...

[LOG] [2026-09-08T12:05:14.373Z] [Clusterer] Creating new cluster for problem: "Nhân vật video call lặp lại, gây nhàm chán và thiếu thực tế."

[LOG] [2026-09-08T12:05:15.197Z] [Clusterer] Successfully created new cluster: "Gia sư AI" with ID 09a7e353-2488-4aad-9110-7e95b3fa2bd0

[LOG] [2026-09-08T12:05:15.432Z] [Clusterer] Successfully assigned post ID 76cfce35-4d3a-4adf-8cf3-2ef3e9b86062 to cluster ID 09a7e353-2488-4aad-9110-7e95b3fa2bd0

[LOG] [2026-09-08T12:05:15.926Z] [Clusterer] Recalculated score for cluster ID 09a7e353-2488-4aad-9110-7e95b3fa2bd0: Opportunity Score = 6.2/10

[LOG] [2026-09-08T12:05:15.926Z] [Clusterer] Generating embedding for post ID 34fba447-980d-4f88-b50c-738f6bfd11ba...

[LOG] [2026-09-08T12:05:16.527Z] [Clusterer] Finding cluster match for post ID 34fba447-980d-4f88-b50c-738f6bfd11ba...

[LOG] [2026-09-08T12:05:17.052Z] [Clusterer] Creating new cluster for problem: "Ứng dụng quá 'game hóa', không hiệu quả trong việc học ngôn ngữ thực tế."

[LOG] [2026-09-08T12:05:18.528Z] [Clusterer] Successfully created new cluster: "Ứng dụng học ngôn ngữ" with ID 569e80e5-a065-4c25-936c-e394506c65ca

[LOG] [2026-09-08T12:05:18.774Z] [Clusterer] Successfully assigned post ID 34fba447-980d-4f88-b50c-738f6bfd11ba to cluster ID 569e80e5-a065-4c25-936c-e394506c65ca

[LOG] [2026-09-08T12:05:19.258Z] [Clusterer] Recalculated score for cluster ID 569e80e5-a065-4c25-936c-e394506c65ca: Opportunity Score = 5.7/10

[LOG] [2026-09-08T12:05:19.258Z] [Clusterer] Generating embedding for post ID 75b01def-e1e2-4d74-bddc-c3ecf2f33cee...

[LOG] [2026-09-08T12:05:19.845Z] [Clusterer] Finding cluster match for post ID 75b01def-e1e2-4d74-bddc-c3ecf2f33cee...

[LOG] [2026-09-08T12:05:20.376Z] [Clusterer] Creating new cluster for problem: "Khó tìm đồng sáng lập kỹ thuật phù hợp, có kinh nghiệm thực tế."

[LOG] [2026-09-08T12:05:21.227Z] [Clusterer] Successfully created new cluster: "Tìm đồng sáng lập" with ID fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:21.468Z] [Clusterer] Successfully assigned post ID 75b01def-e1e2-4d74-bddc-c3ecf2f33cee to cluster ID fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:21.942Z] [Clusterer] Recalculated score for cluster ID fae5a271-6728-454c-99e8-4e11f4198406: Opportunity Score = 6.5/10

[LOG] [2026-09-08T12:05:21.942Z] [Clusterer] Generating embedding for post ID 6f9f8274-fe01-4407-865a-15049fa1ce46...

[LOG] [2026-09-08T12:05:22.972Z] [Clusterer] Finding cluster match for post ID 6f9f8274-fe01-4407-865a-15049fa1ce46...

[LOG] [2026-09-08T12:05:24.056Z] [Clusterer] Creating new cluster for problem: "Khó tìm đồng sáng lập kỹ thuật phù hợp, rủi ro mất quyền kiểm soát."

[LOG] [2026-09-08T12:05:24.896Z] [Clusterer] Successfully created new cluster: "Tìm đồng sáng lập" with ID 4614f12b-6e96-4e54-a48c-93440fb7138a

[LOG] [2026-09-08T12:05:25.125Z] [Clusterer] Successfully assigned post ID 6f9f8274-fe01-4407-865a-15049fa1ce46 to cluster ID 4614f12b-6e96-4e54-a48c-93440fb7138a

[LOG] [2026-09-08T12:05:25.608Z] [Clusterer] Recalculated score for cluster ID 4614f12b-6e96-4e54-a48c-93440fb7138a: Opportunity Score = 6.8/10

[LOG] [2026-09-08T12:05:25.608Z] [Clusterer] Generating embedding for post ID 677b5abb-7bd6-4704-ba2b-4ed7d1e793a6...

[LOG] [2026-09-08T12:05:26.319Z] [Clusterer] Finding cluster match for post ID 677b5abb-7bd6-4704-ba2b-4ed7d1e793a6...

[LOG] [2026-09-08T12:05:27.276Z] [Clusterer] Found existing cluster match! Cluster ID: fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:27.948Z] [Clusterer] Successfully assigned post ID 677b5abb-7bd6-4704-ba2b-4ed7d1e793a6 to cluster ID fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:28.845Z] [Clusterer] Recalculated score for cluster ID fae5a271-6728-454c-99e8-4e11f4198406: Opportunity Score = 7.2/10

[LOG] [2026-09-08T12:05:28.845Z] [Clusterer] Generating embedding for post ID cfe76b09-92a7-4d59-87e8-396fdcf1846a...

[LOG] [2026-09-08T12:05:29.435Z] [Clusterer] Finding cluster match for post ID cfe76b09-92a7-4d59-87e8-396fdcf1846a...

[LOG] [2026-09-08T12:05:29.949Z] [Clusterer] Found existing cluster match! Cluster ID: fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:30.206Z] [Clusterer] Successfully assigned post ID cfe76b09-92a7-4d59-87e8-396fdcf1846a to cluster ID fae5a271-6728-454c-99e8-4e11f4198406

[LOG] [2026-09-08T12:05:30.665Z] [Clusterer] Recalculated score for cluster ID fae5a271-6728-454c-99e8-4e11f4198406: Opportunity Score = 7.6/10

[LOG] [2026-09-08T12:05:30.665Z] [Clusterer] Clustering batch completed.

[LOG] [2026-09-08T12:05:30.665Z] [Scheduler] Clusterer finished.

[LOG] [2026-09-08T12:05:35.926Z] [Scheduler] Running Brief Generator & Telegram Notification...

[LOG] [2026-09-08T12:05:35.926Z] [Brief] Starting Opportunity Brief job...

[LOG] [2026-09-08T12:05:46.067Z] [Brief] Opportunity Brief job completed.

[LOG] [2026-09-08T12:05:46.067Z] [Brief] Generating Daily Brief (Bản tin phân tích tổng hợp)...

[LOG] [2026-09-08T12:05:53.451Z] [Brief] Successfully saved Daily Brief ID: f6711fe4-9b14-4726-b5d3-3ad2301e7563

[LOG] [2026-09-08T12:05:53.710Z] [Brief] A Telegram Top-1 message was already sent today. Skipping duplicate.

[LOG] [2026-09-08T12:05:53.710Z] [Scheduler] Brief Generator finished. Generated 0 opportunities.

[LOG] [2026-09-08T12:05:53.710Z] [Scheduler] [2026-09-08T12:05:53.710Z] Sequential pipeline run completed successfully.