How We Built Drift Detection for AI Agent Memory (And Why Embeddings Alone Fail)
Dev.to AI
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Generative AI
AI Research
Your AI agent remembers everything. Thats actually the problem. After running autonomous agents 24/7 for 30+ days, we discovered something that broke our entire memory architecture: vector similarity doesnt equal fact accuracy. The Week 2 Problem Every agent operator hits the same wall. Your agent works perfectly for the first 10-14 days.