#
thumbgate
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ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.
amp mcp opencode gemini thompson-sampling developer-tools cursor feedback-loop codex ai-safety ai-agents guardrails mcp-server claude-code agent-reliability self-improving-agents thumbgate pre-action-checks
- Updated Aug 28, 2026
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