Cognition AI

Devin#20

Cognition's autonomous cloud software engineer — resolves issues, writes tests, and opens PRs from Slack or web.

Devin by Cognition AI is an autonomous cloud software engineer. Operating inside a cloud VM sandbox equipped with a shell, browser, code editor, and compiler, Devin ingests Jira/Linear tickets or Slack requests, formulates execution plans, writes code, fixes bugs autonomously, and opens pull requests with visual walkthroughs.

Coding AgentProprietaryAutonomous Cloud Software Engineer
출력 및 코드 품질
7.9/10
자율성 및 계획 능력
9.4/10
신뢰성 및 안전성
6.9/10
실행 속도
6.5/10

Evaluation dimensions

출력 및 코드 품질7.9/10
자율성 및 계획 능력9.4/10
신뢰성 및 안전성6.9/10
실행 속도6.5/10
가성비 및 비용 효율성6.4/10
사용 편의성8.4/10

✓ 주요 장점 및 특징

  • Pioneer in autonomous cloud software engineering with complete end-to-end task execution
  • Self-contained cloud VM equipped with browser, shell, compiler, and editor tools
  • Operates autonomously from Linear, Jira, GitHub, and Slack notifications
  • Detailed visual session logs with live step-by-step progress tracking
  • Excels at dependency migrations and setup tasks

✕ 한계점 및 고려사항

  • High enterprise pricing ($500+/mo) places it out of reach for individual developers
  • Execution can take 15–45 minutes for complex tickets with occasional edge-case loops
  • Proprietary black-box cloud platform with strict usage limits

핵심 기능 및 역량

Sandboxed cloud VM environmentAutonomous browser, terminal & editor executionLinear / Jira / GitHub integrationSlack bot collaboration modeAutomated test & PR creationReal-time visual execution dashboard
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