Roadmap
Where We're Headed
Our phased approach to building the best context platform for human-agent collaboration.
01In Progress
Foundation & Safety
Make Handoff safe and reliable for agentic workflows
Permissions & Access Control
- •Item-level and sub-graph locking
- •Agent capability restrictions
- •Read-only vs. read-write scopes
- •Workspace-level permission inheritance
Security & Compliance
- •SOC 2 compliance preparation
- •Audit logging for all operations
- •Data residency options
02In Progress
Enhanced MCP & Agent Interaction
Make Handoff the best context engine for AI agents
MCP Optimization
- •Reduced tool token counts for smaller context footprint
- •Dynamic tool registration based on context
- •Smart filtering to prevent context window overload
- •Graph manipulation tools (restructure, merge, split)
Pack System & Context Control
- •Pin items or sub-graphs for quick AI access
- •Configure transformation rules for MCP resources
- •Dynamic pack generation based on query/intent
- •Token budget management per pack
Agent Presence & Following
- •Filter which agents to "follow" in real-time
- •Agent activity visualization
- •Multi-agent coordination without UI chaos
03In Progress
Sources & Data Integration
Connect Handoff to your information ecosystem
Static Sources
- •Upload PDFs, markdown, code files, images, etc.
- •ETL pipeline to convert to item graphs
- •Resource-to-item linking (backlinks to source)
- •Multiple view generation from single source
Dynamic Sources & Integrations
- •Email sync (Gmail, Outlook)
- •Slack message streams
- •GitHub repository sync
- •Notion/Airtable connectors
04Planned
Visualization & Views
Surface insights and enable different working modes
Multiple View Types
- •Table view with sortable columns
- •Graph/network visualization
- •Timeline view for temporal data
- •Kanban/board view for workflows
Smart Organization
- •AI-suggested item naming
- •Auto-organization recommendations
- •Tagging and property-based grouping
- •Saved view configurations
05Planned
Workflows & Automation
Let Handoff work for you automatically
Handoff Commands
- •"handoff" command to save chat context
- •"handin" command to load relevant context
- •Configurable transformation rules
- •Session summarization and archival
Context Automations
- •Auto-tag items based on content
- •Auto-link related items across workspaces
- •Auto-organize incoming data into structures
- •Content-based routing rules
Scheduled Tasks
- •Periodic workspace cleanup/archival
- •Scheduled context summarization
- •Timed sync with external sources
- •Recurring report generation
Webhooks & Events
- •Trigger external actions on item changes
- •Push notifications to Slack/Discord
- •Custom webhook endpoints
- •Event-driven integrations
Have feedback on our roadmap? We'd love to hear from you.