Stops AI agents from acting on stale plans, with dependency-aware leases, fenced commits, and stale-safe LangGraph resume.
python distributed-systems dependency-graph provenance cache-invalidation human-in-the-loop ai-agents idempotency data-lineage optimistic-concurrency truth-maintenance llmops conditional-requests durable-execution langgraph agentic-ai agent-safety semantic-coherence target-fencing commit-time-authorization
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Updated
Jul 22, 2026 - Python