23:59
2026-09-28
dev.to
artificial-intelligence
When Correct Memories Become Wrong Decisions: Building Context-Aware Manufacturing Memory with Hindsight
Team ThinkMates (Amrutha K, Kammar Akshay, Rashmika K) built Validrift, a change-aware manufacturing memory system that pairs persistent Hindsight memory with a deterministic context-validity engine t…