Development Focus
The very week after Demo Day in Incubase, we reached out to a few potential partners to learn about their DApp needs: a more seamless way to create organizations, general information about their DApp (KYD), and smarter onchain insights. This sprint, we've focused on enhancing the depth and customizability of our agent ecosystem, empowering our partners with better resource management tools and deeper insights into user interactions.
Our engineering efforts are centered on three pillars:
Thanks for reading! Subscribe for free to receive new posts and support my work.
Knowledge Enrichment - Enabling agents to access more diverse, specialized resources
User Experience Refinement - Creating smoother interactions between users and agents
Admin Tooling Enhancement - Giving organizations powerful visibility into conversations and usage patterns
💙 Recent Releases
Better Onboarding Flow
We have launched a redesigned onboarding experience to make it faster and more intuitive for new businesses to get started:
Create a new profile
Create a new organization
Guided steps to integrate Suite with your dApp
Know-your-DApp: Resource Management for the Agent
Agents can now be equipped with custom resources via our comprehensive resource management system:
Multi-format Support: Upload text content, website links, documents, and smart contracts to expand the Agent's knowledge base.
Contract Analysis: View and explore the ABI of uploaded smart contracts directly within Suite with syntax highlighting.
Resource Assignment: Easily assign resources to specific agents through an intuitive drag-and-drop interface
Size Optimization: Visual representation of resource usage with automatic byte counting to ensure optimal performance
Context Management: Resources are intelligently incorporated into agent prompts to maintain relevant context
This system ensures your agents always have the most current information about your protocols, documentation, and smart contract interfaces, enabling them to provide precise and tailored guidance to your users.
Smart User Persona Table
Our new Smart Tables feature revolutionizes how organizations understand and segment their users:
Dynamic Filtering: Create complex filters based on wallet activity, interaction history, and user attributes.
Custom Views: Save and share different table configurations across your team.
Data Visualization: Quickly identify patterns and trends within your user base.
Export Capabilities: Extract insights for external analysis or reporting.
Persona Grouping: Cluster similar users to develop targeted engagement strategies.
Smart Tables help you move beyond one-size-fits-all approaches to create personalized, context-aware AI interactions that resonate with different user segments.
Agent Intent Suggestions
One thing we’ve learnt during IncuBase is that ‘Fewer clicks = more value’. We've enhanced our agent intelligence system to better anticipate and guide user needs:
Intent Detection: Agents now automatically identify the underlying purpose behind user queries
Guided Options: Present users with relevant next steps based on their current context and history
Action Recommendations: Suggest specific on-chain actions that align with user goals
Educational Prompts: Offer explanatory content when users encounter unfamiliar concepts
Multi-path Support: Present alternative approaches when multiple solutions exist
These improvements make interactions more intuitive and efficient, significantly reducing the friction users experience when navigating complex DeFi operations.
August 2025 Upcoming Release
CSV User Import
Import users from CSV files with wallet addresses and metadata to quickly build comprehensive user profiles. This will include automatic enrichment with on-chain data to create robust persona models from day one.
Smart Contract Indexing
Our advanced indexing system will provide unprecedented visibility into how users interact with your smart contracts:
Real-time tracking of user interactions by function and contract
Historical transaction analysis with volume and frequency metrics
Anomaly detection for unusual contract behavior or usage patterns
Integration with agent knowledge base for contextual user assistance
Suite is an AI-powered engine designed to streamline user onchain insights for decentralized applications.
If you have questions, feedback, or would like to share ideas, please reach out to us via our social channel or via email [email protected]. We look forward to helping you build the next generation of intuitive DeFi experiences together.