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ACI.dev Goes Open Source: Building Infrastructure for AI Agents

April 22, 202510 min read

ACI.dev is now fully open source. Learn how our platform enables AI agents to integrate with 600+ tools via a robust multi-tenant architecture, MCP support, and natural language permission boundaries.

ACI.dev TeamProduct & Infrastructure

Agent-Computer Interface Paradigms: How do AI Agents Interact with Software?

March 24, 202512 min read

The parallel between agent-computer interface (ACI) hybridization and biological sensory evolution.

William LeeBoltzmann Soul

The Path To Autonomous AI Agents Through Agent-Computer Interfaces (ACI)—Onward To Web 4.0

July 16, 202415 min read

Examining the parallels between generative AI agents and consumers

William LeeBoltzmann Soul

Some Thoughts on Inception Labs' Diffusion LLM Mercury API

March 27, 20255 min read

Preliminary evaluation of the Mercury API, a large language model based on the diffusion model

William LeeBoltzmann Soul

MCP has "MCPs" - The Model Context Protocol has Many Critical Problems

March 26, 20257 min read

An in-depth analysis of the technical limitations of Anthropic’s Model Context Protocol (MCP)

William LeeBoltzmann Soul