8 min read4
Designing Chat UIs That Match LLM Capabilities
The chat UI is half the user experience. The 2026 patterns for chat interfaces that surface LLM strengths and hide weaknesses.
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Chat Agents
AI Chat Agents & Chatbot Automation
Build and deploy intelligent chat agents for customer support, lead qualification, and automated conversations at scale.
6 of 6 articles
8 min read11
Chatbot Fallback Strategies: When the LLM Doesn't Know
What happens when the model has no good answer is the most-undervalued bot design decision. The 2026 fallback patterns that work.
8 min read2
Chatbot Personality Design: Brand Voice in 2026
Brand voice in chatbots is engineered through prompts, evaluators, and red-teaming. The 2026 patterns for getting the personality right.
8 min read10
Conversational State Management Patterns for Production Chatbots
State management is the unglamorous part of chatbots that decides whether they survive scale. The 2026 patterns and where they break.
8 min read7
Multi-Turn Dialogue Coherence: Why Bots Lose the Thread
Long conversations are where bots fail. The 2026 techniques for keeping coherence across many turns without infinite-context costs.