DeepSeek发布新的Agent架构

【DeepSeek发布新的Agent架构】金色财经报道，10月31日晚，DeepSeek Harness团队发表技术文章《Super-agent设计探索：迈向更自主的Agent 系统》。DeepSeek表示，模型能力提升催生了新的应用形态，近期个人助手（Personal Agent）开始集中涌现。然而，现有主流Agent设计还难以在多任务和团队协作的规模上支撑这一模式，Agent的工作模式仍然以单一Session为基本单位，不同Session之间彼此独立。在这种设计下，单任务的上限取决于模型能力，多任务的上限取决于人的注意力。通过双层架构、事件驱动、异步多信道交互、存算分离与外部 Watchdog等思路，DeepSeek团队突破了这些限制，系统在底层接管了繁琐的会话管理与上下文同步，使人类得以从具体的执行细节进一步上移到更高层的决策与验收。DeepSeek把这种Agent形态及其系统架构称为Super-agent，文章提到，目前，基于这套思路构建的内部Super-agent实例已经在持续运行，日常参与问题复现与修复、代码审查响应与 DeepSeek Harness自身的迭代。(2026-10-31 22:58:51)

排名	#	交易平台	24H成交额	成交涨跌幅	活跃度
1	OKX 欧易OKX	$183.74亿	-11.57%	86.7%	86.7%
2	HTX 火币huobi	$25.77亿	0.45%	68.6%	68.6%
3	Binance 币安网	$391.50亿	-7.97%	85.4%	85.4%
4	Coinbase Coinbase	$9.22亿	-15.46%	69.3%	69.3%
5	Bybit Bybit	$111.65亿	-6.69%	65.3%	65.3%
6	Crypto.com Crypto.com	$12.33亿	-8.43%	53.3%	53.3%
7	Bitfinex Bitfinex	$2.01亿	18.9%	65.3%	65.3%
8	Kraken K网(Kraken)	$7.51亿	-8.93%	68.4%	68.4%
9	Upbit Upbit	$2.80亿	-21.3%	56.9%	56.9%
10	Bitget Bitget	$73.68亿	0.51%	71.1%	71.1%
11	Deribit Deribit	$4.50亿	5.3%	36.2%	36.2%
12	Gemini 双子星（Gemini）	$3,123.30万	-18.28%	59.5%	59.5%
13	BiKing 币王	$223.41亿	-0.44%	31%	31%
14	MEXC MEXC	$109.38亿	1.26%	76.2%	76.2%
15	Bithumb Bithumb	$1.44亿	-9.29%	66.9%	66.9%
16	gate.io 大门	$108.16亿	-12.5%	55.2%	55.2%
17	BitTap 币泰	$11.78亿	-6.45%	26%	26%
18	Hyperliquid Hyperliquid	$15.85亿	26.79%	46.9%	46.9%
19	Uniswap v3 (Base) Uniswap v3 (Base)	$1.07亿	-10.74%	31.5%	31.5%
20	bitFlyer bitFlyer	$1,650.13万	-21.17%	58.2%	58.2%

排名	#	币种	最新价	24H最高	24H最低	24H量	流通市值	24H涨跌幅
1	BTC 比特币	$ 77469.7	$7.77万	$7.63万	$5.86亿	$1.55兆	0%	0%
2	ETH 以太坊	$ 2249.8	$2,255.01	$2,217.55	$2.77亿	$2,715.36亿	0.81%	0.81%
3	XRP 瑞波币	$ 1.2513	$1.26	$1.23	$3,649.99万	$762.26亿	0.24%	0.24%
4	BNB 币安币	$ 707.5	$713.50	$694.90	$1,205.58万	$964.75亿	0.95%	0.95%
5	USDC USD Coin	$ 1.00085	$1.00	$1.00	$5,349.94万	$707.75亿	-0.04%	-0.04%
6	SOL Solana	$ 95.98	$97.03	$93.60	$8,913.13万	$543.77亿	1.5%	1.5%
7	TRX 波场	$ 0.3147	$0.34	$0.31	$4,404.87万	$298.08亿	-6.03%	-6.03%
8	DOGE 狗狗币	$ 0.07558	$0.08	$0.07	$1,654.92万	$127.14亿	-0.31%	-0.31%
9	BCH 比特现金	$ 287.62	$297.96	$284.44	$514.83万	$57.46亿	-2.06%	-2.06%
10	HYPE Hyperliquid	$ 87.43	$93.04	$86.31	$5,130.26万	$296.69亿	-5.71%	-5.71%
11	ADA 艾达币	$ 0.19346	$0.20	$0.19	$280.26万	$69.55亿	0.41%	0.41%
12	WBTC Wrapped Bitcoin	$ 77367	$7.84万	$7.64万	$4.37万	$99.74亿	-0.44%	-0.44%
13	LEO UNUS SED LEO	$ 9.409	$9.54	$9.30	$206.82	$86.72亿	0.95%	0.95%
14	LINK ChainLink	$ 11.554	$11.73	$11.00	$2,077.90万	$78.35亿	4.09%	4.09%
15	XLM 恒星币	$ 0.17099	$0.17	$0.17	$295.02万	$55.42亿	0.15%	0.15%
16	LTC 莱特币	$ 55.48	$56.05	$54.56	$374.37万	$42.56亿	-0.46%	-0.46%
17	HBAR Hedera Hashgraph	$ 0.07214	$0.07	$0.07	$147.17万	$30.87亿	0.45%	0.45%
18	ZEC 大零币	$ 1281.64	$1,297.79	$1,208.05	$2,932.16万	$211.17亿	3.21%	3.21%
19	AVAX Avalanche	$ 8.542	$8.65	$8.24	$996.76万	$36.75亿	2.55%	2.55%
20	SHIB Shiba Inu	$ 0.000004733	$0.00	$0.00	$106.99万	$27.89亿	-0.46%	-0.46%
21	SUI Sui	$ 0.9045	$0.91	$0.88	$1,134.94万	$34.30亿	1.12%	1.12%
22	CRO Cronos	$ 0.05196	$0.05	$0.05	$20.60万	$20.06亿	1.92%	1.92%
23	WLFI worldlibertyfinancial-education	$ 0.05048	$0.05	$0.05	$50.44万	$13.50亿	-0.07%	-0.07%
24	UNI Uniswap	$ 7.002	$7.23	$6.84	$1,847.63万	$44.48亿	0.44%	0.44%
25	DOT 波卡币	$ 0.9602	$0.98	$0.95	$162.69万	$15.87亿	0.51%	0.51%
26	MNT Mantle	$ 0.478	$0.48	$0.47	$9.12万	$15.55亿	1.24%	1.24%
27	PAXG PAX Gold	$ 3897.05	$3,918.79	$3,890.20	$35.62万	$14.84亿	-0.55%	-0.55%
28	ASTER Aster	$ 0.7034	$0.70	$0.67	$215.47万	$17.55亿	3.16%	3.16%
29	AAVE Aave	$ 135.6	$136.20	$124.65	$944.30万	$20.76亿	7.96%	7.96%
30	HTX HTX	$ 0.000001569	$0.00	$0.00	$1.30万	$15.69亿	-3.67%	-3.67%
31	TAO Bittensor	$ 236.5	$239.95	$228.93	$202.14万	$24.99亿	1.1%	1.1%
32	OKB OK币	$ 111.01	$112.47	$109.31	$16.48万	$23.31亿	-0.48%	-0.48%
33	PEPE Pepe	$ 0.000004983	$0.00	$0.00	$5,064.83万	$20.96亿	-2.27%	-2.27%
34	ETC 以太经典	$ 7.133	$7.25	$7.06	$16.10万	$11.06亿	-0.68%	-0.68%
35	NEAR NEAR Protocol	$ 4.45	$4.46	$4.23	$4,156.54万	$57.16亿	2.7%	2.7%
36	ICP Internet Computer(Dfinity)	$ 2.504	$2.55	$2.47	$135.80万	$13.68亿	1.04%	1.04%
37	PI Pi Network	$ 0.0785	$0.08	$0.08	$52.41万	$6.58亿	0.84%	0.84%
38	WLD Worldcoin	$ 0.4049	$0.42	$0.39	$1,149.38万	$10.96亿	-0.71%	-0.71%
39	ATOM 阿童木	$ 1.516	$1.57	$1.49	$34.46万	$7.38亿	-0.32%	-0.32%
40	FDUSD First Digital USD	$ 0.9985	$1.00	$1.00	$203.57万	$9.82亿	-0.02%	-0.02%
41	ENA Ethena	$ 0.19271	$0.20	$0.18	$2,415.42万	$15.34亿	0.21%	0.21%
42	USDD USDD	$ 0.9984	$1.00	$1.00	$3,153.41	$8.54亿	0.04%	0.04%
43	KAS Kaspa	$ 0.03303	$0.03	$0.03	$135.01万	$8.95亿	-0.27%	-0.27%
44	QNT Quant	$ 200.01	$203.50	$186.32	$127.14万	$24.15亿	2.56%	2.56%
45	ALGO Algorand	$ 0.09641	$0.10	$0.09	$7.69万	$8.52亿	1.28%	1.28%
46	FLR Flare	$ 0.006031	$0.01	$0.01	$7.56万	$4.99亿	1.1%	1.1%
47	XDC XDC Network	$ 0.03143	$0.03	$0.03	$23.71万	$6.00亿	-1.03%	-1.03%
48	APT Aptos	$ 0.6409	$0.66	$0.62	$134.15万	$4.82亿	1%	1%

DeepSeek发布新的Agent架构

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