
Agent Personality Design: Voice and Trust Framework
Too much anthropomorphism kills trust by 47%. A practical framework for AI agent personality, tone calibration, and voice design that builds trust.
Exploring page 5 of our thoughts, tutorials, and insights about web development and technology.

Too much anthropomorphism kills trust by 47%. A practical framework for AI agent personality, tone calibration, and voice design that builds trust.
![Conversation Flow Architecture [4 Design Layers]](/_next/image?url=%2Fax-design-playbook-conversation-flow.webp&w=1920&q=95)
LLMs lose 39% accuracy after 5 turns. Learn 4 conversation flow layers: state machines, context persistence, handoff topologies, and state recovery for production agents.

Only 6% of companies fully trust AI agents for core processes. This guide covers the six trust patterns, progressive autonomy, and recovery cycles that make agentic experiences trustworthy.

AX (Agentic Experience) Design is the discipline of designing interfaces where AI agents and humans share control. This guide covers the framework, patterns, and maturity model.

In March 2026 we blocked 12 AI training crawlers and citations went up. In May 2026 we evolved the policy to selectively allow training bots that feed AI engines we want citing us. The original case study plus the retrospective on why we changed.

We built 4 features that turn a website from a scraped source into a primary citation target for AI search engines. Here is the exact implementation.

Check how ChatGPT, Perplexity, and Claude see your website. 10 free tools: bot access checker, robots.txt analyzer, citation tracker, Reddit monitor, YouTube monitor, llms.txt validator, llms.txt generator, AI readiness scorer, AEO page auditor, and answer engine citation tester.

The Philippines AI development market is not about cheaper rates. It is about owned products, senior methodology-driven teams, and a timezone that actually works. A practical evaluation framework for CTOs.

54% of engineering leaders plan to hire fewer juniors. The math looks right until you factor in who fixes AI-generated technical debt. A framework for CTOs rethinking their talent pipeline.
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