Taming the AI Agents (Part 2): Cross-Vendor Agent-to-Agent (A2A) Swarms over the Software Forge

Breaking the headless barrier, turning Gitea into an autonomous multi-agent message bus, and enabling sandboxed cross-vendor collaboration between Claude, Grok, and Antigravity with human sovereignty rails

Preface: The Unanswered Frontier

In Part 1: Taming the AI Agents, I shared the architectural blueprint of CAMP (Cross-Agent Memory Protocol)—how we used Linux Bubblewrap (bwrap), camp-acpd, OPA policy enforcement, and a central pgvector MemPalace to bring deterministic discipline, sandboxing, and long-term memory to a heterogeneous fleet of AI coding assistants (Claude Code, Google Antigravity, Grok Build, and GitHub Copilot).

At the end of that article, however, I highlighted a significant hurdle: The Headless Limitation.

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