
OpenOPC Treats AI Agents Like Employees—and the Company Is the Runtime
OpenOPC is an open-source attempt to put organization, delegation, review, memory, and approval above interchangeable AI agents such as Codex and Claude Code.
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OpenOPC is an open-source attempt to put organization, delegation, review, memory, and approval above interchangeable AI agents such as Codex and Claude Code.

Beads, Crush, Claude Context, TradingAgents and ML Intern each address a different failure mode in AI work: memory, interface, retrieval, coordination and execution.

Claude Opus 5 generated a playable browser FPS through a multi-agent critique loop, showing how AI can compress prototype work without replacing full AAA production.