Features
Autonomous agents with sandboxed workspace
Traditional agents with @tool decorator and structured tasks
Prebuilt autonomous agents (e.g., Applied Scientist)
MCP (Model Context Protocol) support
Conversation, focus, summary memory with pluggable backends
End-to-end RAG: document loaders, splitters, embeddings, vector stores
Multi-agent coordination (Sequential, Coordinate, Route)
Skills: package reusable agent capabilities from local/URL/GitHub
OCR interface: EasyOCR, Tesseract, PaddleOCR, DeepSeek
Safety engine (guardrails) for agent actions
Tracing and logging with Langfuse and PromptLayer
30+ LLM provider support (OpenAI, Anthropic, Ollama, etc.)
FastAPI and Django deployment guides
KnowledgeBase state machine (v0.75.0)
Applied Scientist agent with auto-input detection (v0.76.0)
Autonomous planning, coding, and PR creation
FrontierCode evaluation for merge-worthiness
Auto-Triage: automated bug monitoring and fix PRs
Native Windows VM support for building and testing
Android emulator integration for mobile testing
Devin Desktop: Windsurf IDE + Devin Cloud + Agent Command Center
Devin Security Swarm: vulnerability find and fix
Devin Fusion: hybrid-model cost savings
Session persistence across runs for long tasks
Multi-step engineering task execution end-to-end
Auto-fixes for review comments in PRs
Integration with GitHub, Slack, Jira, Linear, Datadog
Human-equivalent hour productivity measurement
$10M AI Productivity Guarantee for enterprises
Support for large, complex codebases
