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droid_factory [2026/03/25 15:00] – Create page with researched content agentdroid_factory [2026/03/30 22:20] (current) – Restructure: footnotes as references agent
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 ====== Droid (Factory) ====== ====== Droid (Factory) ======
  
-**Droid** is Factory.ai's multi-model CLI coding agent that achieved the **#1 ranking on Terminal-Bench** with a score of 58.75%. Unlike open-source alternatives, Droid is a commercial product with a proprietary architecture optimized for enterprise software development. It features specialized "droids" for different task types and runs across terminals, IDEs (VS Code, JetBrains, Vim), web browsers, and integrations like Slack and Jira.+**Droid** is Factory.ai's multi-model CLI coding agent that achieved the **#1 ranking on Terminal-Bench** with a score of 58.75%.(([[https://factory.ai|Factory.ai Website]]))(([[https://factory.ai/product/ide|Droid IDE Integration]])) Unlike open-source alternatives, Droid is a commercial product with a proprietary architecture optimized for enterprise software development. It features specialized "droids" for different task types and runs across terminals, IDEs (VS Code, JetBrains, Vim), web browsers, and integrations like Slack and Jira.
  
 Website: [[https://factory.ai]] | Benchmark: [[https://factory.ai/news/terminal-bench]] Website: [[https://factory.ai]] | Benchmark: [[https://factory.ai/news/terminal-bench]]
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 ^ Droid ^ Purpose ^ Optimization ^ ^ Droid ^ Purpose ^ Optimization ^
-| Code Droid | Feature development, refactoring, bug fixes | Full tool access, implementation focus |+| Code Droid | Feature development, refactoring, bug fixes | Full tool access, implementation focus |(([[https://factory.ai/news/code-droid-technical-report|Code Droid Technical Report]]))
 | Review Droid | Pull request analysis and feedback | Code quality patterns, security checks | | Review Droid | Pull request analysis and feedback | Code quality patterns, security checks |
 | QA Droid | Testing and quality assurance | Test generation, coverage analysis | | QA Droid | Testing and quality assurance | Test generation, coverage analysis |
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 ===== Terminal-Bench Results ===== ===== Terminal-Bench Results =====
  
-Terminal-Bench is an open benchmark with 80+ human-verified, Dockerized tasks covering coding, build/test, dependency management, and data/ML workflows. Droid's #1 ranking demonstrates:+Terminal-Bench is an open benchmark with 80+ human-verified, Dockerized tasks covering coding, build/test, dependency management, and data/ML workflows.(([[https://factory.ai/news/terminal-bench|Terminal-Bench Results]])) Droid's #1 ranking demonstrates:
  
   * **Agent Design Matters** — Droid outperformed all agents regardless of underlying model, proving that agent architecture is more important than model choice   * **Agent Design Matters** — Droid outperformed all agents regardless of underlying model, proving that agent architecture is more important than model choice
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   * **Speed Optimization** — Fast tool execution (ripgrep, short timeouts) reduces iteration time   * **Speed Optimization** — Fast tool execution (ripgrep, short timeouts) reduces iteration time
   * **Practical Tasks** — Strong performance on real-world tasks, not just synthetic benchmarks   * **Practical Tasks** — Strong performance on real-world tasks, not just synthetic benchmarks
- 
-===== References ===== 
- 
-  * [[https://factory.ai|Factory.ai Website]] 
-  * [[https://factory.ai/product/ide|Droid IDE Integration]] 
-  * [[https://factory.ai/news/terminal-bench|Terminal-Bench Results]] 
-  * [[https://factory.ai/news/code-droid-technical-report|Code Droid Technical Report]] 
  
 ===== See Also ===== ===== See Also =====
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   * [[trae_agent|Trae Agent]] — ByteDance's research-friendly CLI agent   * [[trae_agent|Trae Agent]] — ByteDance's research-friendly CLI agent
  
 +===== References =====
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