{"id":59630,"date":"2026-11-02T10:31:37","date_gmt":"2026-11-02T02:31:37","guid":{"rendered":"https:\/\/www.1ai.net\/?p=59630"},"modified":"2026-11-02T10:31:37","modified_gmt":"2026-11-02T02:31:37","slug":"deepseek-harness-%e5%9b%a2%e9%98%9f%ef%bc%9a%e5%a4%9a%e4%bb%bb%e5%8a%a1-agent-%e7%9a%84%e7%93%b6%e9%a2%88%e5%9c%a8%e4%ba%ba%e7%9a%84%e6%b3%a8%e6%84%8f%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/59630.html","title":{"rendered":"DeepSeek Harness team: Multi-task Agent bottlenecks in human attention"},"content":{"rendered":"

The news of November 2ndDeepSeek<\/a> Harness<\/a> The Team published a long paper on Super-agent architecture exploration on October 31, noting that as models become more and more independent in carrying out individual tasks, bottlenecks in multi-tasking collaboration are turning to attention. The team observed that one person could normally follow only 3 to 5 active sessions, and therefore wanted the system to take over the session management and focus on decision-making and acceptance\u3002<\/p>\n

\"db1f88f5j00tnusam0055d000s100mum\"<\/p>\n

The programme of the team is to divide responsibilities into two levels: a permanent Router, which is responsible for cross-mission coordination and interaction with the outside world, and a task assigned to Worker, which is isolated from the context. Follow-up information on the same GitHub PR or group discussion can be delivered directly to the corresponding Worker to reduce the number of repeat paths; time-consuming tools are running backstage and the front desk continues to receive new instructions\u3002<\/p>\n

The article describes the internal example that has been able to move forward on a continuous mission between IM and GitHub, and to identify deficiencies and try to fix them and submit PRs when the group is empty. In order to maintain long-term operations, the team also separates the computation, session status from the performance environment and uses an independent Watchdog to check whether substantive progress has been made\u3002<\/p>\n

the team stressed that this was a set of engineering architecture explorations, partially designed to be available in the dsh-suberagent-prototype prototype, which was not an informal product. initial experiments using synthetic loads and simplified environments; context segregation in larger organizations, cross-cutting Agent<\/a> Collaboration, as well as the risk of infusion of hints and evidence-based disclosure, remains an open issue listed by the team\u3002<\/p>","protected":false},"excerpt":{"rendered":"

On November 2nd, the DeepSeek Harness team published a long paper on October 31, exploring Super-agent structures, noting that as models become more and more independent in their individual tasks, bottlenecks in multi-tasking collaboration are turning to attention. The team observed that one person could normally follow only 3 to 5 active sessions, and therefore wanted the system to take over the session management and focus on decision-making and acceptance. The programme of the team is to divide responsibilities into two levels: a permanent Router, which is responsible for cross-mission coordination and interaction with the outside world, and a task assigned to Worker, which is isolated from the context. Follow-up information on the same GitHub PR or grouping of topics can be delivered directly to Worker to reduce the number of repeat paths<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[146],"tags":[1405,3606,8435],"collection":[],"class_list":["post-59630","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-deepseek","tag-harness"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/59630","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=59630"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/59630\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=59630"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=59630"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=59630"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=59630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}