@jakevin7: DeepSeek Flash is indeed powerful—come feel this long-horizon capability. Agentic abilities are now far stronger. It even discovered the agent swarm tool call in the harness on its own and handled the splitting and orchestration well. This wasn't in the prompt; it discovered it by itself…

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Summary

The author praises DeepSeek Flash's greatly enhanced long-horizon and agentic abilities, which can automatically discover and combine subagent swarm tool calls in the harness.

DeepSeek Flash is genuinely strong—come and feel this long-horizon capability. The agentic abilities are now so much better. It even discovered the agent swarm tool call in the harness on its own, and handled the splitting and orchestration well. This wasn't in the prompt—it discovered and combined the subagent swarm pattern by itself. When I tested it before, Flash was too dumb. Let alone calling complex tool chains to split and orchestrate—even tool calls were error-prone. The screenshot is DeepSeek + maka, https://github.com/maka-agent
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Cached at: 07/31/26, 10:49 AM

DeepSeek Flash is genuinely impressive — check out this long-horizon capability. The agentic abilities are so much stronger now.

It even discovered the agent swarm tool calls in the harness on its own, and handled the splitting and orchestration properly. None of this was in the prompt — it discovered and combined the subagent swarm pattern by itself.

When I tested Flash before, it was too dumb. Forget about splitting and orchestrating complex tool chains — even plain tool calls were error-prone.

The screenshot is DeepSeek + maka, https://github.com/maka-agent

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@jakevin7: Using Maka to fetch your own context in the WeChat group / Maka Builder is truly powerful. Maka + DeepSeek Flash is really great. Especially Maka's swarm mode — it feels amazing. https://github.com/maka-ag…

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