Autonomous AI agents are neither stateless microservices nor batch jobs; they accumulate runtime state, demand sandboxed execution, and risk cost runaway in infinite loops. Google AX (Agent Executor) resolves this as an open-source, declarative agentic orchestration runtime for Kubernetes. Built on Agent Substrate, AX introduces Task, Workspace, and Model primitives with live. #GoogleAX #AgentExecutor #Kubernetes #AIOps #LLMOps #AgenticAI #DevOps #SRE #PlatformEngineering #CloudNative
Manage multiple autonomous AI agents no a centralized organizational hierarchy leads to context fragmentation, runaway API spending, and uncoordinated task execution. Paperclip resolves self-hostable platform that orchestrates AI agent teams into virtual companies complete with org charts, budget controls, heartbeat scheduling, and goal alignment. Learn more Paperclip to run coordinated multi-agent workflows. #Paperclip #AgenticAI #DevOps #Nodejs #React #AIOrchestration #ClaudeCode #SelfHosted