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AI/ML2025
Agents Platform
Local-first multi-agent orchestration with human-gated risk tiers
TypeScriptNode.jsLangGraphOpenAIAnthropic
Problem
Multi-agent systems need proper orchestration, risk management, and human oversight. Existing frameworks lack fine-grained control over agent actions and risk tiers.
Approach
Built a platform with structured task-thread collaboration, human-gated risk tiers, and adapter model for multiple LLM runtimes. Local-first with snapshot persistence for restart recovery.
Result
Multi-agent platform with OpenAI, Anthropic, and Ollama runtimes. Human-gated risk tiers and local snapshot persistence.