Articles tagged with "AI Safety"
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
Confidence Scoring: The Most Underrated Feature in LLM Systems
A calibrated confidence score changes what an AI system is allowed to do. How we tier behavior by confidence and keep the numbers honest in production.
Ostap Kovalisko
Founder & AI Systems Architect
Anti-Patterns: Teaching AI Agents What NOT to Do
Positive examples teach an agent what to match. Negative examples teach it what to leave alone. Why anti-patterns cut false positives more than any prompt fix.
Ostap Kovalisko
Founder & AI Systems Architect
Shadow Mode: The Safest Way to Deploy an AI Agent
Shadow mode lets an AI agent run silently alongside humans before it acts on anything. How we validate agents in production without production risk.
Ostap Kovalisko
Founder & AI Systems Architect