Sprint #2

Timeframe: Feb 2025 - March 2025

Please check the End of Sprint #2 blog post for a more in-depth reading.

1 - Completed

1.2 - External Dashboard

Operational dashboard for internal and external use.
Onboarding of the first Early testers

1.2 - Dashboards & Monitoring

Develop External Dashboard (Replicat One) for early adopters.
Build a Data Pipeline Dashboard to monitor ingestion and ETL.
Implement a Monitoring System:
- Alerts for CPU/memory thresholds.
- Checks for the latest data ingested.
Expand Dashboard APIs (in coordination with the tech team).

1.3 - Agent Improvements

Improve Agent performance and reliability.
Refactor Agent execution logic by user (simplify if necessary).
Create staging environments for:
- Agent
- Replicats API
- Data pipeline

1.4 - LLM Integration & Configurable Agents

Enable dynamic Agent configuration through LLM (RAG-based).
Allow users to schedule future configuration changes via LLM.
Add relevant RAG modules to support parameter customization and scheduling.

1.5 - Data & Signal Development

Start CoinGecko data ingestion.
Build an ETL pipeline to fill in missing or incorrect data.
Conduct Hurst exponent analysis (market regime shift detection).
Integrate Acolyte mindshare data for trading signals.
Define the liquid index using Dune data.
Use the CME volatility surface (PDF-based) for long signals.
Add Granger causality to feature selection and calibration pipeline.

1.6 - Documentation & Internal Enablement

Document models, architecture, and processes.
Continue internal knowledge transfer:
- Code reviews
- Foundations of Agent models and implementation

1.7 - Additional Features & Considerations

Implement a staking/gating mechanism for access control.
Add support for time-limited and freemium access models.

2 - Spills for Sprint #3 [Current]

Improving API’s performance
Data layer restructure for the application
System upgrade for Multiple Agent Deployment

Last updated 9 months ago