Local-first context engineering + pre-action gates for AI agents. Captures feedback, prevents repeated mistakes, and physically blocks known failure patterns via PreToolUse hooks. Works with Claude, Codex, Gemini, Amp.
thompson-sampling zero-config ai-agents dpo guardrails rlhf llmops model-context-protocol mcp-server agent-memory claude-code agentic-memory mcp-gateway agent-reliability context-engineering context-hub agentic-feedback-studio veto-layer rlhf-dataset-engine always-on-memory
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Updated
Mar 12, 2026 - JavaScript