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best practice

Leverage DeepSeek-V4 Thinking Mode for Complex Logic and Code Debugging

Use 'deepseek-reasoner' to trigger V4-Flash's specialized logic and thinking mode.

Switch your API model parameter to deepseek-reasoner to utilize the new V4-Flash thinking mode for advanced problem-solving and code logic.

DeepSeek

The Scenario

You are working on a complex software module and need a quick but deep logical validation to ensure there are no hidden bugs or performance bottlenecks.

Before & after

The old way

A developer manually evaluates complex code logic or architectural flaws, often spending 30–60 minutes per session to ensure accuracy.

With AI

Use `deepseek-reasoner` to access the V4-Flash thinking mode, which streamlines complex logic checks into 1–2 minutes.

The Prompt

Evaluate the following [CODE_SNIPPET_OR_LOGIC] for potential architectural flaws and edge cases. Use your thinking mode to reason through the step-by-step execution before providing the final fix.

With the launch of DeepSeek-V4, the 'deepseek-reasoner' endpoint now redirects to DeepSeek-V4-Flash's thinking mode. Use this for tasks requiring high linguistic consistency and optimized agent performance.

Source

Change Log | DeepSeek API Docs
"deepseek-reasoner points to the thinking mode of deepseek-v4-flash... optimized the performance of the Code Agent and Search Agent."