DeepSeek · Practical workflow

Get a second opinion on code

Find failure modes and safer tests before changing production code.

9 min Verifiable and reversible

Outcome

A ranked finding list and test plan, not an unreviewed rewrite. Back to DeepSeek
01

Prepare

What you need

  • A concrete task and the source material
  • The audience, deadline, and constraints
  • A person responsible for checking the result
02

Do the work

Four steps

  1. 01

    Define the desired outcome and what the tool must not assume.

  2. 02

    Run a small first pass using non-sensitive material.

  3. 03

    Review the output against the original task and sources.

  4. 04

    Keep only the parts that pass your quality and safety checks.

03

Do not skip

Before you call it done

  • Is the result useful for the intended audience?
  • Are uncertain claims and limitations visible?
  • Can you revise or reverse the result if needed?

Copyable starting point

Start with this prompt

Open prompt

Review this code for bugs, security risks, and edge cases. Do not rewrite it yet; rank findings and propose tests first.