Sprint #2

Timeframe: Feb 2025 - March 2025

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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

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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.

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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.

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1.6 - Documentation & Internal Enablement

• Document models, architecture, and processes.

• Continue internal knowledge transfer:

  • Code reviews

  • Foundations of Agent models and implementation

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1.7 - Additional Features & Considerations

• Implement a staking/gating mechanism for access control.

• Add support for time-limited and freemium access models.

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2 - Spills for Sprint #3 [Current]

• Improving API’s performance

• Data layer restructure for the application

• System upgrade for Multiple Agent Deployment