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AdaptivePrompt is Ello’s self-evolving engine. Instead of manual prompt engineering, AdaptivePrompt monitors live conversations, identifies failure patterns, and generates optimized instructions — effectively letting agents rewrite their own strategy over time.

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How it works

  • Multi-branch optimization creates parallel agent personalities specialized for different contexts.
  • Automated evaluation networks ensure only improvements that pass quality gates are adopted.
  • Administrators can set guardrails and perform rollbacks to previous stable versions.

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Safety & Controls

AdaptivePrompt includes automatic auditing and human-review hooks. You can tune sensitivity, set automated rollback thresholds, and require manual approval for production changes.