概览
主要功能
- 自主 AI 软件工程师（Devin）
- 内置 Shell、编辑器和浏览器工具
- 长期任务规划与执行
- 代码库导航与重构
- 测试编写与调试支持
- 与人类工程师协作
价格
- 模型
- Freemium
- 分类
- 系统保存质程师
- 评分
- 4.5 / 5 (6)
使用场景
清理工程待办积压票据
将常规积压问题分配给 Devin，让其自主规划、编码、测试并交付修复，从而让工程师专注于更高优先级的工作。
大规模代码库重构
利用 Devin 的代码库导航和长期规划，执行多文件重构，避免手动操作的繁琐和风险。
自动化测试编写与调试
将测试编写和 bug 调查交给 Devin，它使用内置的 Shell 和编辑器复现问题并验证修复。
增强工程团队
与 Devin 作为自主的团队成员协作，承担端到端任务并在交付前设定审查检查点，与人类工程师共同工作。
优点 & 缺点
优点
- 专为自主端到端任务完成而设计
- 覆盖计划、编码和测试阶段
- 与常用开发者工具集成
- 由专注研究的应用 AI 实验室提供支持
缺点
- 可用性受限且访问控制严格
- 成本高于普通编码助手
- 自主输出仍需人工审查
- 性能随任务复杂度而异
评测
6 个评分的平均值。
登录以留下评测。
Does the job
Pretty happy overall. Test writing and debugging support just works and backed by a research-focused applied AI lab. Limited availability and access controls can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on codebase navigation and refactoring, and backed by a research-focused applied AI lab caught me off guard. Higher cost than typical coding assistants is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Does the job
Pretty happy overall. Collaboration with human engineers just works and backed by a research-focused applied AI lab. but no dealbreakers — I'd recommend it to a friend without hesitating.
Years in this space
I've evaluated a lot of these over the years. What stands out here is built-in shell, editor, and browser tools — handled better than most — and designed for autonomous end-to-end task completion. Limited availability and access controls is my one real gripe. Worth the time if this is your use case.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on long-horizon task planning and execution, and works across planning, coding, and testing stages caught me off guard. Performance varies by task complexity is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Years in this space
I've evaluated a lot of these over the years. What stands out here is built-in shell, editor, and browser tools — handled better than most — and works across planning, coding, and testing stages. Worth the time if this is your use case.
问答
What limitations should teams be aware of before adopting Devin?
Access to Devin is limited, it carries a higher price tag, and while it can operate autonomously, its output still needs human review and its performance can vary with task complexity.
Asked by Ekaterina Orlova · Nov 22, 2025
Which developer tools does Devin integrate with out of the box?
Devin works inside the codebase and tools your team already uses, integrating with common developer environments, version control systems, and testing frameworks, though specific names aren’t listed.
Asked by Malik Rasheed · Nov 11, 2025
What types of development tasks are best suited for Devin?
Devin excels at handling routine backlog tickets, long‑horizon refactors, test writing, debugging, and shipping production code, allowing engineers to focus on architectural strategy.
Asked by Greta Nowak · Nov 12, 2025
How does Cognition's pricing compare to typical coding assistants?
Cognition is positioned as a premium solution, with a higher cost than standard coding assistants due to its autonomous end‑to‑end capabilities and research‑backed AI lab backing.
Asked by Yosef Mizrahi · Oct 13, 2025
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