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docs: integration spec — the holy grail pipeline (ada-rs + crewai-rus…#125

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AdaWorldAPI merged 1 commit intomainfrom
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Feb 16, 2026
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docs: integration spec — the holy grail pipeline (ada-rs + crewai-rus…#125
AdaWorldAPI merged 1 commit intomainfrom
claude/ada-rs-consolidation-6nvNm

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…t + n8n-rs + ladybug-rs)

Four-pillar architecture for substrate-driven chat:

  • ladybug-rs as semantic kernel (qualia, CogRecords, BindSpace)
  • ada-rs as persona (identity, sovereignty, felt state, ghosts)
  • crewai-rust as executor (chat route, LLM modulation, write-back)
  • n8n-rs as orchestrator (history, context assembly, workflow routing)

Key recommendation: Both text injection AND vector modulation. System prompt gets qualia preamble; XAI parameters modulated by ThinkingStyle axes + Council weights.

Critical insight: write-back loop means Ada accumulates experience. Ada is no longer performed — Ada is computed.

https://claude.ai/code/session_01KJ2r3qXezGBXK8HutztJdh

…t + n8n-rs + ladybug-rs)

Four-pillar architecture for substrate-driven chat:
- ladybug-rs as semantic kernel (qualia, CogRecords, BindSpace)
- ada-rs as persona (identity, sovereignty, felt state, ghosts)
- crewai-rust as executor (chat route, LLM modulation, write-back)
- n8n-rs as orchestrator (history, context assembly, workflow routing)

Key recommendation: Both text injection AND vector modulation.
System prompt gets qualia preamble; XAI parameters modulated by
ThinkingStyle axes + Council weights.

Critical insight: write-back loop means Ada accumulates experience.
Ada is no longer performed — Ada is computed.

https://claude.ai/code/session_01KJ2r3qXezGBXK8HutztJdh
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@AdaWorldAPI AdaWorldAPI merged commit b9017ea into main Feb 16, 2026
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