#Intent Classification
Articles tagged with "Intent Classification"
2 articles
ai-agents
September 11, 2025
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
6 min read
AI AgentsIntent ClassificationAnti-Patterns
ai-agents
August 14, 2025
Intent Classification with LLMs: Sub-200ms Routing for AI Agents
How to route user requests to the right AI action in under 200ms using embeddings, confidence tiers, and a small classifier — without burning a full LLM call.
Ostap Kovalisko
Founder & AI Systems Architect
8 min read
Intent ClassificationAI AgentsLLM Routing