> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getello.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Core concept - AdaptivePrompt

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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.

  ### **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.

  ### **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.
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