Your role: Build the execution layer that translates relational intelligence into natural conversation. This isn’t a better chatbot. It’s infrastructure for trustworthy AI in domains where the stakes run high and LLMs aren’t good enough.

What You’ll Build

Better Half’s decision layer (built by our CTO, former Distinguished Engineer at IBM) determines when users need pushback, softening, or repair.

But decisions mean nothing without execution. You’ll build the system that translates those decisions into LLM behavior that feels natural while optimizing for user thriving, not engagement.​
Affect Analysis Pipeline

• Real-time emotion detection that feeds the decision layer
• Multi-modal sentiment analysis (text, voice, timing, interaction patterns)
• Track escalation/de-escalation signals across conversations

Memory Systems

• Storage and retrieval of relational context across sessions
• Consistency checking to maintain relational coherence
• Long-term modeling of user growth trajectories and relational capacity

Prompt Engineering & Constrained Generation

• Translate high-level decisions (“user needs reality-checking without triggering defensiveness”) into effective prompts
• Constrained generation that balances warmth with necessary friction
• Template systems that adapt to user state and relationship phase

LLM Integration & Orchestration

• Multi-model orchestration (Mistral, Claude, others as needed)
• Latency optimization for real-time conversation
• Fallback strategies and graceful degradation 
• Are you interested in this position?

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