Agents Machine – AI development workspace with persistent memory and specialized agents

Summary: Agents Machine is a self-hosted AI agent platform that integrates persistent semantic memory, specialized agents, and an encrypted vault to support complex AI engineering workflows. It works with tools like Windsurf, Cursor, and Claude Code, providing automation and governance for AI-native development.

What it does

Agents Machine maintains long-term memory of architectural decisions and enables users to deploy specialized agents such as Analysts, Architects, and Developers. It automates repetitive AI tasks through visual pipeline workflows and includes an encrypted vault for secrets and budget controls to manage costs.

Who it's for

It is designed for AI engineers and development teams seeking to streamline multi-step AI workflows and maintain consistent project context across sessions.

Why it matters

It solves the problem of fragmented AI workflows by preserving context and providing governance, reducing manual prompt management and preventing uncontrolled LLM expenses.