Features
Autonomous code experimentation with time budgets
Metric-driven keep/revert decisions
Sandboxed execution with runtime isolation
Git-based artifact replay and reproducibility
Multi-objective optimization (metric vectors)
Pre-programmable experiment specification via program.md
Automated baseline comparison
Verdict generation (VERIFIED·REPRODUCIBLE)
Resilient agent architecture with case-based recovery
Crash-safe commit protocol and deterministic replay
Support for Haiku, Sonnet, and Opus model tiers
Rolling credit billing by wall-clock minutes
Full CLI with authentication and session management
Integration with Python projects (train.py, eval harness)
Local execution (no cloud dependency)
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
