All observability tools simply log traces with no context. Foil reimagines how you deploy and maintain agents by learning your agents behavior and responsibilities. We call these agent profiles and they evolve as your agent runs. Hallucinations, behavioral drift, loops, grounding failures: caught automatically with context, not just logged.
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