[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-claude-agent-dreaming-outcomes-multiagent-en":3,"tags-claude-agent-dreaming-outcomes-multiagent-en":35,"related-lang-claude-agent-dreaming-outcomes-multiagent-en":45,"related-posts-claude-agent-dreaming-outcomes-multiagent-en":49,"series-ai-agent-c5d4bc11-1f4d-438c-b644-a8498826e1ab":86},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":18,"translated_content":10,"views":19,"is_premium":20,"created_at":21,"updated_at":21,"cover_image":11,"published_at":22,"rewrite_status":23,"rewrite_error":10,"rewritten_from_id":24,"slug":25,"category":26,"related_article_id":27,"status":28,"google_indexed_at":10,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":29,"topic_cluster_id":33,"embedding":34,"is_canonical_seed":20},"c5d4bc11-1f4d-438c-b644-a8498826e1ab","Claude给Agent加了“做梦”功能","\u003Cp data-speakable=\"summary\">\u003Ca href=\"\u002Ftag\u002Fanthropic\">Anthropic\u003C\u002Fa>给\u003Ca href=\"\u002Ftag\u002Fclaude\">Claude\u003C\u002Fa>托管智能体加入Dreaming、Outcomes和多智能体编排，任务完成率最高提升6倍。\u003C\u002Fp>\u003Cp>Anthropic在旧金山的 \u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\u002F\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778868649463-f5qv.png\" alt=\"Claude给Agent加了“做梦”功能\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778868647013-2dgu.png\" alt=\"Claude给Agent加了“做梦”功能\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n","Anthropic给Claude托管智能体加了Dreaming、Outcomes和多智能体编排，任务完成率最高提升6倍。","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2036013725736509886",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778868649463-f5qv.png",[13,14,15,16,17],"Claude","Anthropic","agent","Dreaming","Outcomes","en",0,false,"2026-05-15T18:10:25.29539+00:00","2026-05-15T18:10:25.287+00:00","done","f2ac086e-12f1-4f80-94e1-015319643334","claude-agent-dreaming-outcomes-multiagent-en","ai-agent","e7874ed9-592f-4e06-b7b7-ab733fe779db","published",[30,31,32],"Dreaming会重写Agent记忆库，清理重复、过时和冲突信息。","Outcomes把评分标准外置，让Agent按固定规则反复改进输出。","多智能体编排把大任务拆给多个子Agent，复杂项目更容易完成。","fe05efaa-cfe8-4382-afd9-6583471c8a11","[-0.005569604,-0.005313799,0.004077872,-0.10798375,-0.0105083585,-0.005069938,-0.01634416,0.026931832,0.0068475017,0.0011291635,0.023728738,-0.008577518,0.009813168,-0.015812805,0.12758502,0.019461365,0.0121280765,0.039351482,0.011130233,0.021711165,-0.0073144506,0.0032382328,0.0122038,-0.012664318,0.01595839,0.01844702,0.008838075,0.0098586045,0.022546235,0.005601722,0.012811473,0.014017889,-0.016143113,-0.011446929,0.0039480133,0.014459106,0.037571605,-0.014894095,0.010040614,-0.0045761056,-0.020845199,-0.013897849,0.007241755,0.022099301,0.013098334,-0.01672035,0.009912351,-0.03760903,0.011606604,-0.018784957,-0.009509164,0.02385283,0.009242328,-0.14692959,0.00077960495,-0.04057316,-0.0039152466,-0.014092183,0.012397512,0.011949349,0.0011566583,-0.034619994,0.008542871,-0.023118855,-0.009801361,-0.0035719092,0.014359284,-0.015285983,-0.033604514,-0.0072027836,-0.005298695,0.0043342267,0.0033389882,-0.008170509,-0.008778092,-0.031623755,0.0067836856,0.010027878,0.0023292406,0.02745638,0.011698954,-0.004475026,-0.013104217,0.01071475,0.005815289,-0.020885125,0.010752146,-0.021780275,0.025499154,-0.003780458,0.018178763,-0.01560177,0.021918107,0.003333646,0.007165071,0.0009779771,-6.5247455e-05,0.0069419346,0.022238616,0.022094157,-0.0038283062,-0.037390213,0.021258868,0.0043333913,-0.0032614942,-0.021289008,0.011493435,0.0037811196,0.0052724434,0.009055794,0.016278183,0.00615304,0.008898609,0.022222294,-0.002944878,-0.12986635,0.00014419288,0.017303225,-0.006141557,0.012713441,-0.04563758,0.010442285,0.012185136,0.020563256,-0.016682412,0.013573337,-0.006490627,-0.0015831435,-0.033602983,0.02683022,-0.01841973,-0.006041863,0.0011570409,-0.014846593,-0.018325841,0.020815138,-0.0013254422,-0.020200122,-0.008906051,-0.012151538,0.0007825273,0.028663658,0.026265716,0.01924768,-0.04400796,-0.007773861,-0.026536351,0.024571061,0.010424044,-0.015501363,-0.0011882449,-0.030623296,-0.0011503196,0.018971452,0.039508943,-0.016972408,0.02125694,-0.009702544,-0.009867214,0.0068148505,0.00078369665,-0.0089497445,-0.0061950893,0.0073313494,0.010661755,-0.01806371,-0.007294959,0.00042529506,-0.0001755755,0.033852536,-0.0046297763,-0.03914242,-0.018895486,0.0059210914,-0.006919167,0.017899446,0.0007520622,0.007445163,0.0113545265,-0.013898144,0.025395513,0.014965889,-0.03287503,0.009369527,-0.011564734,-0.0013072179,0.0021303387,0.012308266,0.0010152599,0.013123062,-0.03155855,0.008317433,0.0026755657,-0.029665751,-0.009835164,-0.031546917,-0.016392846,-0.027064001,-0.007300357,0.022084106,0.013605152,0.0031939526,0.016406389,-0.033906657,-0.009197388,-0.0073442277,-0.027507078,-0.01008035,0.015356188,0.00017709687,0.019939132,-0.010924562,0.0063029053,-0.0027202226,0.0021365543,0.02499988,0.0036740864,-0.014961251,-0.0005391435,0.0014561814,0.010665221,-0.006436592,-0.000109875014,0.0077912947,0.0041424134,-0.011544723,-0.011994155,-0.0031503737,-0.009403973,0.018779753,-0.008060027,0.008593998,-0.010692223,-0.010757922,0.023020381,-0.008793829,-0.0059119603,0.015149572,0.0030625924,0.042775176,-0.022854084,0.030755583,-0.014357671,0.022563765,0.044967495,-0.038248926,0.0070830956,-0.003393414,-0.019258553,-0.008884221,-0.01259674,0.014097884,-0.031202333,-0.013625779,-0.013506919,0.010109197,0.022642994,0.047800764,-0.01573707,-0.015568397,0.01286833,0.032450937,-0.0327793,-0.010292534,-0.026955739,-0.0044300086,0.0012663126,0.034385975,-0.018101666,-0.019744609,0.015980229,0.0012666642,0.00085023744,0.01328148,0.021405883,-0.016509367,-0.049762957,0.026352903,0.01116651,-0.020058192,0.0043384447,-0.0033958384,0.016270176,0.0021477193,-0.0044802343,0.027236547,0.0101320045,0.0038085273,-0.018035278,-0.012909637,0.009837401,0.0075958106,-0.0076342626,-0.00047634798,-0.007970797,-0.036575887,-0.010542605,0.0008512606,0.017204268,0.019035464,0.010902316,0.018213073,0.014054548,0.048525322,-0.011383994,-0.0070912642,0.01795661,-0.009200615,-0.022100111,-0.021926578,-0.03685324,-0.021118784,-0.0009405513,-0.032222826,-0.0023256273,0.014950693,-0.009662709,-0.02215483,-0.0016729217,-0.0021404494,0.03717934,0.0029498385,-0.02837188,0.01105723,0.0099034915,-0.02159819,0.025571624,0.022971628,-6.748662e-05,-0.009041194,0.017715463,-0.011902402,0.0170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