Xingzhi Lab
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R&D method

Turn complex work into executable, verifiable workflows.

We define task inputs, outputs, dependencies, and acceptance criteria before agents, automation tools, and human decisions execute the process together. Effectiveness is judged by actual results and test evidence.

  1. 01 Decompose
  2. 02 Agent execution
  3. 03 Test and review
Human ownership of goals and quality
  1. 01
    Agents

    Execute tasks that can be standardized.

    Agents handle work that can be specified clearly, including information organization, content and code generation, tool use, repeated operations, and initial checks.

  2. 02
    Workflows and standards

    Define steps, dependencies, and acceptance criteria.

    Workflows coordinate tasks and agents. Standardized engineering processes define interfaces, tests, human review points, and delivery conditions.

  3. 03
    Engineering validation

    Revise the system through actual results.

    We run these workflows in internal projects, record failures and quality issues, and use the evidence to update agents, tools, workflows, and engineering standards.