Roadmap

AVM Strategic Roadmap

Overview: This document details the strategic roadmap for the AVM protocol, outlining the path from MVP to global agent-native marketplace.

Abstract

This roadmap defines a five-phase plan for the AVM protocol, reflecting both present status and long-term strategic vision. Phase 1 covers foundational deliverables—MVP dashboard and beta SDK release. Subsequent phases focus on token launch, decentralization, scalable global adoption, and the final stage of agent-native execution infrastructure.

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​1. Introduction

AVM advances through a structured timeline to establish robust compute capabilities, expand functionality, decentralize network operations, and scale global adoption. The protocol’s MVP dashboard is imminent and the SDK is live for beta testers; the token launch is scheduled for Phase 2. The final phase outlines the long-term goal of cementing AVM as the global compute backbone for autonomous agents.

​2. Development Phases

Phase	Name	Timeline	Goal
1	Foundation	Q3 2025	MVP dashboard + SDK
2	Expansion	Q4 2025	1,000 developers
3	Decentralization	Q1-Q2 2026	Permissionless node network, 100 nodes
4	Scaling	Q3-Q4 2026	10,000 users, ecosystem integration
5	Ascension	2027 – Q3 2028	Global agent-native marketplace

​🚀 Phase 1: Foundation (Q3 2025)

✅ Completed:

• Python virtual machine deployment

• TypeScript virtual machine deployment

• Tools reuse infrastructure

• Reusable sandboxes (permanent tools)

• Core execution capabilities and SDK for beta testers

• Initial web dashboard for monitoring compute tasks

• MCP integrations with leading AI automation platforms

🔄 In Progress:

• Security, monitoring, and developer support infrastructure

• PHP virtual machine deployment

• Go virtual machine deployment

​🌍 Phase 2: Expansion (Q4 2025)

• Sandboxes Marketplace: Developers can now monetize their custom toolkits

• Real-time analytics and reporting dashboards

• Ecosystem grants and strategic partnerships

• Multi-modality support: Enable output of images and videos, not just text

​Phase 3: Decentralization (Q1-Q2 2026)

• Self-hosted virtual machines: Enable users to run their own AVM nodes

• AVM consensus mechanism: Coordinate decentralized compute providers

• Transition to fully permissionless, decentralized execution network

• Launch DAO governance modules for protocol parameter management

• Tokenized incentives for compute providers

​Phase 4: Scaling (Q3-Q4 2026)

• Distributed storage: Enable sandboxes to save and reuse files for long-term memory

• Execute full-scale marketing and adoption campaigns

• Expand global node infrastructure for AI agent networks

• Advanced performance optimization (GPU support, dynamic load balancing)

​Phase 5: Ascension (2027 – Q3 2028)

Cement AVM as the global backbone for AI execution.

• Fully equipped virtual machines: Complete desktop experience where agents have their own personal computer and achieve real-world tasks with minimal assistance

• AVM Code: Claude Code-style development environment enabling agentic coding loops from zero to goal

• Mature agent-native marketplace for compute, tools, and automation

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​3. Strategic Development Plan

The initial AVM deployment (v0) is hosted on distributed cloud infrastructure, with an alpha dashboard for task monitoring. Future versions will incorporate a proprietary VM Solver, enabling peer-to-peer contributions of compute resources for LLM processing, enhancing network resilience and reducing centralization.

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​4. Developer Integration

Developers integrate AVM via:

1. High-Performance HTTP API — Direct LLM-to-AVM solver communication for efficient task execution.

2. Comprehensive SDKs — Available for TypeScript (@avm-ai/avm-vercel-ai) and MCP server (@avm-ai/avm-mcp), supporting Python code execution through the Vercel AI SDK and MCP-compatible clients.