#Trust

Articles tagged with "Trust"

2 articles

June 10, 2026

The Approval Queue Pattern: Human-in-the-Loop for AI Agents

Why fully autonomous AI agents fail in enterprise settings, and how the approval queue pattern — AI proposes, human decides — makes AI adoption possible. Design guide with risk tiers and UI requirements.

Ostap Kovalisko

Founder & AI Systems Architect

8 min read

AI AgentsHuman-in-the-LoopAI Safety

ai-agents

March 25, 2026

Proactive AI: Building Suggestion Systems That Don’t Annoy

Proactive AI lives on a knife edge between indispensable and muted. The design rules we use so agents surface the right things without becoming Clippy.

Ostap Kovalisko

Founder & AI Systems Architect

7 min read

Proactive AISuggestionsAI UX