refactor: Enhance architecture documentation with detailed sections on purpose, constraints, runtime view, deployment, and key concepts; add implementation plan and update quickstart reference

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---
title: "03 — Context and Scope"
description: "Describe system context, external actors, and the scope of the architecture."
status: draft
---
# 03 — Context and Scope
Status: skeleton
## System Context
Describe system context, external actors, and the scope of the architecture.
The CalMiner system operates within the context of mining project management, providing tools for scenario analysis and decision support. It interacts with various data sources, including historical project data and real-time operational metrics.
## External Actors
- **Project Managers**: Utilize the platform for scenario planning and risk assessment.
- **Data Analysts**: Analyze simulation results and derive insights.
- **Executives**: Review high-level reports and dashboards for strategic decision-making.
## Scope of the Architecture
The architecture encompasses the following key areas:
1. **Data Ingestion**: Mechanisms for collecting and processing data from various sources.
2. **Data Storage**: Solutions for storing and managing historical and real-time data.
3. **Simulation Engine**: Core algorithms and models for scenario analysis.
3.1. **Modeling Framework**: Tools for defining and managing simulation models.
3.2. **Parameter Management**: Systems for handling input parameters and configurations.
3.3. **Execution Engine**: Infrastructure for running simulations and processing results.
3.4. **Result Storage**: Systems for storing simulation outputs for analysis and reporting.
4. **Financial Reporting**: Tools for generating reports and visualizations based on simulation outcomes.
5. **Risk Assessment**: Frameworks for identifying and evaluating potential project risks.
6. **Profitability Analysis**: Modules for calculating and analyzing project profitability metrics.
7. **User Interface**: Design and implementation of the user-facing components of the system.
8. **Security and Compliance**: Measures to ensure data security and regulatory compliance.
9. **Scalability and Performance**: Strategies for ensuring the system can handle increasing data volumes and user loads.
10. **Integration Points**: Interfaces for integrating with external systems and services.
11. **Monitoring and Logging**: Systems for tracking system performance and user activity.
12. **Maintenance and Support**: Processes for ongoing system maintenance and user support.