Stablecoin Manager

Learning objectives

• Explain the main treasury decision that Stablecoin Manager is designed to support.
• Use Allocation profile, Enable AI commentary to test how different assumptions change the scenario.
• Interpret the result in plain language, not just as a number, chart, or AI recommendation.
• State one limitation, risk, or governance consideration before using the result in a real decision.

Run modes

• Supported modes: Browser
• Demo type: Interactive browser demo
• Primary launch surface: index.html

Before you start

Starts immediately in browser with no installs, no API keys, and classroom-safe defaults.

This helps set classroom expectations before students click into the live experience.

Core context

Look for reserve level, redemption flow, peg pressure, and policy action.

Observe how liquidity and confidence interact during stress scenarios.

Concepts covered

What students should note

Note that stablecoin management connects treasury discipline with governance and market trust.

List of steps

• Choose the run mode that fits the class: Browser.
• Review the default assumptions before changing anything.
• Change one or two inputs, then use `Reset Mix`.
• Read the output first, then compare any supporting metrics, charts, or AI text.
• Capture one insight, one limitation, and one action recommendation.

Input variables explained

• `Allocation profile` changes one part of the scenario; increase or decrease it deliberately and watch how the output shifts.
• `Enable AI commentary` changes one part of the scenario; increase or decrease it deliberately and watch how the output shifts.
• `Lending allocation` changes one part of the scenario; increase or decrease it deliberately and watch how the output shifts.
• `DEX liquidity allocation` changes one part of the scenario; increase or decrease it deliberately and watch how the output shifts.
• `Cash reserve allocation` changes one part of the scenario; increase or decrease it deliberately and watch how the output shifts.

Decision buttons explained

• `Reset Mix` returns the demo to a known starting state so students can begin a fresh comparison.
• `Export Snapshot` saves the current result so learners can document evidence or compare scenarios later.

Outputs explained

• The key outputs are reserve strength, deployment mix, and any commentary on peg stability or redemption pressure.
• Students should ask whether the higher-yield allocation leaves enough liquidity for redemptions and confidence under stress.

What to notice

• More deployment into lending or DEX liquidity may improve yield while weakening near-term redemption flexibility
• Use the allocation profile to compare a conservative treasury posture with a more aggressive yield-seeking posture
• Talk through the governance question: who should approve a riskier reserve mix and under what trigger?

Discussion and reflection

• What business or technical decision would you make differently after using Stablecoin Manager?
• If you changed one assumption and ran `Reset Mix`, which output moved the most and why?
• What would you still want to validate with real data, policy, or expert review before acting on the result?