Planned
Committed and queued
No Planned issues
In Progress
7Actively being built
Skill Management
Extract business SOPs from agent prompts into centrally managed, versioned resources that any Agent can reuse. Edit once, apply everywhere.
New RAG
New knowledge platform, replacing the existing RAG implementation, redesigned with Agent as the core.
HITL IM Channel Integration
Extend HITL approval capabilities to mainstream enterprise IM platforms (Microsoft Teams, Slack, DingTalk, Lark, etc.), enabling approvers to complete tasks without switching tools.
Subgraph expansion ability
Supports inlining and expanding "Workflow as Tool" subgraphs directly within the canvas, enhancing visualization and debugging capabilities.
Dify App Builder
Consolidate natural language workflow building, modification, and trial-run error diagnosis into a unified AI assistant on the Orchestration page: business users build and modify simple workflows via natural language, IT personnel generate node scaffolding for fine-tuning, and receive AI-powered diagnosis when trial runs fail—getting the workflow built and running smoothly.
App Multi-Environment Deployment
Supports configuring independent deployment environments for apps, with complete isolation of resources and configurations between environments, and provides environment management and version release capabilities.
Access Token
Introduce workspace-level access tokens that give automated tasks and external systems scoped access to selected Dify apps, App Runner deployments, and knowledge bases.
Completed
41Recently shipped
RAG 2.0: pipeline orchestration
RBAC
Supports role- and resource-granular permission control within the workspace.
MCP in dify
Role management
human in the loop
Hey everyone! We are considering designing this function in the workflow. This function can increase human participation in the automated process, thus making the process more controllable. I would like to hear everyone's opinions. If you have some user stories or other links to share, that would be great👀