Simulation Sandbox

What problem does it solve?

Provides a structured, safe way to test scenarios, decisions, and code behavior without real-world consequences, reducing risk from untested changes and improving confidence in design choices.

Core Features & Use Cases

• End-to-end simulation workflow: Guides users through defining scope, parameters, model rules, scenario runs, observation, and reporting with explicit labeling of simulated outputs.
• Multi-scenario testing: Supports baseline, best-case, worst-case, edge-case, and stress-test runs with sensitivity analysis and clear limitation disclosure.
• Use Case: Run an API load simulation to identify connection pool saturation points, or model pricing changes over 12 months to estimate MRR impacts while keeping simulated and real data strictly separated.

Quick Start

Please simulate a 5x traffic API load test for a Node.js REST API using plausible baseline metrics and label all outputs as [SIMULATED].