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AI/AGI13 min

Building Agents with DeepSeek: Tool Use, Reflection, Parallel Execution

Kenji WatanabeAI Engineer
2026-04-1513 min
DeepSeekAI AgentsTool CallingReflectionParallelism

This article is published in Japanese. Summary in English below:

Building Agents with DeepSeek: Tool Use, Reflection, Parallel ExecutionBuilding agents on top of DeepSeek V3.2/R1: OpenAI-compatible tool calling, self-reflection loops, parallel tool execution and fallback strategies — with implementation patterns.

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