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AtlasRepo

AI writes the code. Who owns the rest?

说明与用途

AI 代理可以编写代码,但开发者需要负责验证、测试和发布。IssueFlow 引入了清晰的阶段和决策点,以保持对结果的所有权。

问题

When AI coding agents generate code, developers lack clear ownership, verification, and decision‑making processes, leading to uncertainty about correctness, testing, and release readiness.

结果

IssueFlow clarifies ownership and decision points, reducing the developer’s burden of continuous monitoring and enabling focused oversight of AI‑generated code.

工作流

  • 1. Define clear task scope and desired outcome. 2. Prompt AI agent with specific, actionable instructions. 3. Agent generates code and presents options with context. 4. Human reviewer evaluates code against requirements and tests. 5. If issues arise, human decides whether to retry, adjust prompts, or halt. 6. Approved code moves to integration and release stages. 7. Escalation ladder allows higher‑level decisions when needed.

证据

I spent a ridiculous amount of time glued to the IDE, chasing agents, checking their work, and figuring out what they meant to do next.

来源

The agent announced something like: “Task completed successfully. Production ready!”

来源

In IssueFlow, I define the prompts, the guides, and the boundaries for when an agent should wake me up—and when it should let me enjoy the new game on my phone.

来源

  • 记录日期: 2026-11-01T04:58:57.945Z