BenchFlow
RL Environments for Coding Agents
Real-world coding tasks from production TypeScript repositories. Train agents on actual engineering problems via PR Mirroring.
1.2M+
Combined Stars
30
Repositories
100%
From Real PRs
Validated Task Instances
Human-reviewed training tasks with verified fail-to-pass test coverage
Add Fixed Date Range with Time Picker
FEATUREImplement a new date filter option that allows users to select both date and time for analytics queries
GeoIP Properties Trigger Person Updates
BUG FIXFix person property updates when allowed GeoIP properties change, ensuring all related properties are updated together
Partner Rewards Commission Verification
FEATUREImplement E2E tests for partner lead and sale rewards with country-based commission modifiers
Team Member Permission-Based Access Control
FEATUREAdd granular permission controls for team member management with role-based UI visibility
Source Repositories
Production codebases with active development and test coverage
calcom/cal.com
39kOpen-source scheduling infrastructure. The Calendly alternative.
twentyhq/twenty
37kOpen-source CRM. Modern alternative to Salesforce.
makeplane/plane
40kOpen-source project tracking. JIRA/Linear alternative.
Infisical/infisical
24kOpen-source secret management platform for teams.
dubinc/dub
23kOpen-source link management. Bitly alternative with analytics.
activepieces/activepieces
19kOpen-source workflow automation. Zapier alternative.
How It Works
PR Mirroring creates realistic coding tasks from real engineering work