AI Design
Intent Engineering for Local AI Agents: A Practical Guide
Stop telling your agent to 'be helpful.' Start encoding specific goals, decision boundaries, and value hierarchies it can actually act on. Starter template included.
Agent Trust Decay: Why Long-Running AI Agents Get Worse Over Time
AI agents degrade after days of autonomous operation. Context pollution, memory bloat, and intent drift compound silently. A trust budget framework for knowing when to intervene.
From Prompt Engineering to Intent Engineering: Why AI Agents Need More Than Context
Prompt engineering is dead. Context engineering hits a ceiling. Intent engineering — encoding goals, values, and decision boundaries — is the missing layer that explains why Klarna's AI saved $60M and still broke the company.