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Meta Open Sources MetaCoder: All-in-One AI Coding Assistant, 100+ Languages & Real-Time Collaboration
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Meta Open Sources MetaCoder: All-in-One AI Coding Assistant, 100+ Languages & Real-Time Collaboration

2026-07-28 18:59:23 104 views
On July 28, 2026, Meta officially open-sourced MetaCoder, a next-gen AI development tool integrating code generation, smart debugging, and auto-documentation. It supports 100+ languages and real-time collaboration, empowering developers. This article analyzes its core tech, use cases, and impact on the developer ecosystem.
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基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-09-27 11:54:13 HTTP/1.1 GET : https://www.thaiptt.asia/meta-opensource-metacoder-ai-coding-assistant
  2. 运行时间 : 0.730686s [ 吞吐率：1.37req/s ] 内存消耗：10,340.17kb 文件加载：228
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=b3484772b41ac1ceac1fb267a8ac7646
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  206. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/facade/Route.php ( 4.70 KB )
  207. /www/wwwroot/cjgpcs.cn/app/common/model/Route.php ( 3.01 KB )
  208. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-helper/src/Collection.php ( 16.47 KB )
  209. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/route/dispatch/Controller.php ( 4.74 KB )
  210. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/route/Dispatch.php ( 11.32 KB )
  211. /www/wwwroot/cjgpcs.cn/app/home/controller/Document.php ( 101.72 KB )
  212. /www/wwwroot/cjgpcs.cn/app/home/controller/Home.php ( 21.11 KB )
  213. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-template/src/Template.php ( 46.61 KB )
  214. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-template/src/template/driver/File.php ( 2.41 KB )
  215. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  216. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-orm/src/db/Raw.php ( 1.30 KB )
  217. /www/wwwroot/cjgpcs.cn/app/common/model/Member.php ( 16.79 KB )
  218. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/facade/Session.php ( 1.79 KB )
  219. /www/wwwroot/cjgpcs.cn/app/common/model/Document.php ( 37.40 KB )
  220. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-orm/src/db/Express.php ( 1.53 KB )
  221. /www/wwwroot/cjgpcs.cn/app/common/paginator/Normal.php ( 0.11 KB )
  222. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-orm/src/paginator/driver/Bootstrap.php ( 5.48 KB )
  223. /www/wwwroot/cjgpcs.cn/runtime/home/stashaway/tmpl/f7e43e92958a343be006ab70b1269815.php ( 21.91 KB )
  224. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-multi-app/src/Url.php ( 7.52 KB )
  225. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/route/Url.php ( 14.05 KB )
  226. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/Response.php ( 9.07 KB )
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  1. CONNECT:[ UseTime:0.001240s ] mysql:host=127.0.0.1;port=3306;dbname=cjgpcs;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `g3ys_config` [ RunTime:0.003535s ]
  3. SELECT `value` FROM `g3ys_config` WHERE `name` = 'timezone' AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.001260s ]
  4. SHOW FULL COLUMNS FROM `g3ys_route` [ RunTime:0.004131s ]
  5. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001070s ]
  6. SHOW FULL COLUMNS FROM `g3ys_theme` [ RunTime:0.003831s ]
  7. SELECT `paginator` FROM `g3ys_theme` WHERE `module` = 'home' AND `name` = 'stashaway' AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.000931s ]
  8. SHOW FULL COLUMNS FROM `g3ys_lang` [ RunTime:0.004436s ]
  9. SELECT * FROM `g3ys_lang` WHERE `subsite_id` = 43 AND ( ( LOWER(name) = 'en' ) OR `subtag` = 'en' ) AND `status` = 1 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.002170s ]
  10. SHOW FULL COLUMNS FROM `g3ys_member` [ RunTime:0.006714s ]
  11. SELECT * FROM `g3ys_member` WHERE `id` = 0 AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.001490s ]
  12. SHOW FULL COLUMNS FROM `g3ys_document` [ RunTime:0.009110s ]
  13. SELECT `id`,`document_type` FROM `g3ys_document` WHERE `subsite_id` = 43 AND `name` = 'meta-opensource-metacoder-ai-coding-assistant' AND `status` IN ('1','2') LIMIT 1 [ RunTime:0.003438s ]
  14. SELECT * FROM `g3ys_document` WHERE ( `name` = '5809' OR `id` = '5809' ) AND `subsite_id` = 43 LIMIT 1 [ RunTime:0.012050s ]
  15. SHOW TABLES LIKE 'g3ys_document_article' [ RunTime:0.004296s ]
  16. SHOW FULL COLUMNS FROM `g3ys_document_article` [ RunTime:0.002849s ]
  17. SELECT * FROM `g3ys_document_article` WHERE `document_id` = '5809' LIMIT 1 [ RunTime:0.001095s ]
  18. SHOW FULL COLUMNS FROM `g3ys_total` [ RunTime:0.006647s ]
  19. SELECT * FROM `g3ys_total` WHERE `target_id` = '5809' LIMIT 1 [ RunTime:0.002821s ]
  20. SHOW TABLES LIKE 'g3ys_document_article_lang' [ RunTime:0.006684s ]
  21. SHOW FULL COLUMNS FROM `g3ys_document_article_lang` [ RunTime:0.006685s ]
  22. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '5809' [ RunTime:0.031956s ]
  23. SHOW FULL COLUMNS FROM `g3ys_document_article_lang` [ RunTime:0.004830s ]
  24. SHOW TABLES LIKE 'g3ys_category_lang' [ RunTime:0.005887s ]
  25. SHOW FULL COLUMNS FROM `g3ys_category_lang` [ RunTime:0.003702s ]
  26. SELECT * FROM `g3ys_category_lang` WHERE `subsite_id` = '43' AND `category_id` = '1623' AND `lang` = 'en' LIMIT 1 [ RunTime:0.000898s ]
  27. SELECT * FROM `g3ys_total` WHERE `target_id` = '5809' LIMIT 1 [ RunTime:0.001012s ]
  28. UPDATE `g3ys_total` SET `view_total` = `view_total` + 1 WHERE `target_id` = '5809' [ RunTime:0.002955s ]
  29. SHOW FULL COLUMNS FROM `g3ys_record` [ RunTime:0.010646s ]
  30. SELECT `id` FROM `g3ys_record` WHERE `subsite_id` = '43' AND `type` = 'article' AND `url` = 'https://www.thaiptt.asia/meta-opensource-metacoder-ai-coding-assistant' AND `create_time` >= 1790481193 AND ( `visitor_id` = '122a19f3193fc4931446f4ea1ee3a006' OR `session_id` = '9e8ba16b320ba77ed5532dfaff279f46' ) LIMIT 1 [ RunTime:0.005810s ]
  31. INSERT INTO `g3ys_record` SET `subsite_id` = '43' , `uid` = '0' , `visitor_id` = '122a19f3193fc4931446f4ea1ee3a006' , `session_id` = '9e8ba16b320ba77ed5532dfaff279f46' , `type` = 'article' , `target_id` = '5809' , `target_type` = 0 , `category_id` = '1623' , `title` = 'Meta Open Sources MetaCoder: All-in-One AI Coding Assistant, 100+ Languages & Real-Time Collaboration' , `url` = 'https://www.thaiptt.asia/meta-opensource-metacoder-ai-coding-assistant' , `path` = '/meta-opensource-metacoder-ai-coding-assistant' , `query_string` = '' , `referer` = '' , `referer_domain` = '' , `source_type` = 'direct' , `source_domain` = '' , `search_engine` = '' , `search_keyword` = '' , `utm_source` = '' , `utm_medium` = '' , `utm_campaign` = '' , `utm_term` = '' , `utm_content` = '' , `ip` = '216.73.216.44' , `user_agent` = 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)' , `device_type` = 'pc' , `browser` = '其他' , `browser_version` = '' , `os` = '其他' , `os_version` = '' , `language` = '' , `is_spider` = 0 , `spider_name` = '' , `status_code` = 200 , `country` = '' , `province` = '' , `city` = '' , `district` = '' , `isp` = '' , `region_code` = '' , `geo_status` = 0 , `geo_time` = 0 , `create_time` = 1790481253 , `update_time` = 1790481253 [ RunTime:0.006291s ]
  32. SHOW FULL COLUMNS FROM `g3ys_comment` [ RunTime:0.006791s ]
  33. SELECT COUNT(*) AS think_count FROM `g3ys_comment` WHERE `target_id` = '5809' AND `pid` = '0' [ RunTime:0.001522s ]
  34. SELECT * FROM `g3ys_document` WHERE `category_id` = 1623 AND `subsite_id` = 43 AND `pid` = '0' AND `status` = '1' AND ( ( sort > 0) or ( sort = 0 and id < 5809) ) ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.002074s ]
  35. SELECT * FROM `g3ys_document` WHERE `category_id` = 1623 AND `subsite_id` = 43 AND `pid` = '5719' AND `status` = '1' ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.001578s ]
  36. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '5719' [ RunTime:0.018654s ]
  37. SELECT * FROM `g3ys_document` WHERE `category_id` = 1623 AND `subsite_id` = 43 AND `pid` = '5809' AND `status` = '1' AND `document_type` = 0 ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.002300s ]
  38. SELECT * FROM `g3ys_document` WHERE `category_id` = 1623 AND `subsite_id` = 43 AND `pid` = '0' AND `status` = '1' AND `document_type` = 0 AND ( ( sort>0 and sort <= 0 and id!=5809) or ( sort = 0 and id > 5809) ) ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.005095s ]
  39. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '5860' [ RunTime:0.017136s ]
  40. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001571s ]
  41. SELECT * FROM `g3ys_total` WHERE `target_id` = '5809' LIMIT 1 [ RunTime:0.002289s ]
  42. SHOW FULL COLUMNS FROM `g3ys_ad_location` [ RunTime:0.008433s ]
  43. SELECT * FROM `g3ys_ad_location` WHERE `name` = 'ad-detail-full' AND `subsite_id` = '43' AND `status` = 1 LIMIT 1 [ RunTime:0.003803s ]
  44. SHOW FULL COLUMNS FROM `g3ys_ad` [ RunTime:0.004327s ]
  45. SELECT * FROM `g3ys_ad` WHERE `subsite_id` = '43' AND `ad_location_id` = '95' AND `status` = 1 AND `device` IN ('all','pc') AND ( `start_time` = 0 OR `start_time` <= 1790481253 ) AND ( `end_time` = 0 OR `end_time` >= 1790481253 ) ORDER BY `sort` DESC,`id` DESC [ RunTime:0.001948s ]
  46. SHOW FULL COLUMNS FROM `g3ys_ad_lang` [ RunTime:0.003117s ]
  47. SELECT * FROM `g3ys_ad_lang` WHERE `ad_id` = 95 AND `subsite_id` = '43' AND `lang` = 'en' [ RunTime:0.001018s ]
  48. SHOW FULL COLUMNS FROM `g3ys_ad_lang` [ RunTime:0.004229s ]
  49. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001325s ]
  50. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001122s ]
  51. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001052s ]
0.767321s