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# The 0 / 5 / 20 incident learning curve: watching an agent get better without retraining

"It learns over time" is the most common claim made about AI agents with memory, and the hardest one to show. You can't just say it. You have to run the same question at different points in the agent's life and put the answers side by side. That's what I did with DejaVu, an incident-response agent…

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  1. 2026-11-10 03:31 · DEV Community — AI
    # The 0 / 5 / 20 incident learning curve: watching an agent get better without retraining

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