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The author describes their approach to implementing per-agent isolation and environment lifecycle management in a harness-agnostic orchestration library.
Discusses whether to isolate the tool or the agent when running agents that execute arbitrary code, concluding that isolating the agent is superior due to zero secrets and a control-plane proxy.
The author built HeurChain, a memory broker that provides agent-specific, persistent memory storage for AI agents, surviving restarts and supporting structured and semantic retrieval.