Unforge Whitepaper

Abstract

Unforge is a modern AI code editor where holders of 0.1% or more of FDRY supply receive free access until the total supply reaches 50M tokens, then pay 20% less than standard inference costs. Unforge prioritizes user privacy, ensuring no user data is sold, and blends unlimited local inference with cloud model usage that's free until the 50M-supply threshold. A future graph-based algorithm tracing code dependencies to mimic how developers traverse codebases from first principles, matching state-of-the-art graph-based context retrieval, will deliver unparalleled coding efficiency, accuracy, and productivity by providing context-aware suggestions that align with real developer workflows. The design maximizes holder conviction and rewards loyal FDRY holders by incentivizing long-term holding.

1. Problem

AI IDEs often rely on cloud-based models, requiring constant internet connectivity, incurring high latency, and monetizing user data, compromising privacy. Their context retrieval often lacks deep understanding of code relationships, leading to irrelevant suggestions that disrupt coding flow. Unforge targets unlimited, privacy-first local models for low-latency, offline-capable code assistance while bundling free cloud usage until the 50M-token supply milestone. Wallet-based identity and advanced context retrieval that traces code dependencies like a developer would boost productivity and accuracy for coders while rewarding loyal FDRY holders.

2. Design Goals

3. System Overview

3.1 Actors

• Developers use Unforge with access tiers based on their FDRY holdings.
• Model Providers (labs/APIs or local models) are paid in fiat or stablecoins, with optional crypto-native settlement.
• Node Providers (optional) operate local or networked compute for future Unforge Network expansion.
• Protocol Treasury receives fees and deploys ecosystem grants.

3.2 Flow

4. FDRY Token: Utility & Value Capture

4.1 Utility

Free Access Threshold: Hold 0.1% of FDRY supply (e.g., 100K tokens at 100M total supply) for free editor access until total supply reaches 50M tokens. Post-50M, holders pay 20% less than standard inference costs. This rewards loyal holders and drives conviction by reducing sell pressure.

4.2 Conviction Mechanism

Holding 0.1% of supply locks significant FDRY, aligning holders with Unforge’s success and encouraging long-term commitment.

5. Metering & Anti-Fraud

• Client-side signed usage events create an append-only hash chain.
• Server aggregates usage → posts Merkle roots to chain each epoch.
• Dispute windows enable provable reconciliation with providers while protecting privacy.

6. Treasury & Fees

7. Security

• Keys: MPC or passkey wallets with scoped API keys per organization and rate-limited signing.
• Usage: Server-side quotas, anomaly detection, and the promise that no user data is sold.
• On-chain: Timelocked treasury controls to safeguard funds.

8. Why This Is Whitepaper-Worthy

Unforge offers free access for loyal FDRY holders to drive conviction, prioritizes user privacy by ensuring no data is sold, and combines unlimited local inference with cloud access that's free until the 50M-token supply milestone. A future graph-based algorithm tracing code dependencies, matching state-of-the-art context retrieval, will empower coders with precise, context-aware suggestions that streamline debugging, enhance code quality, and accelerate development, making Unforge a seamless, privacy-respecting IDE that rewards long-term FDRY holders.