Practical AI: agents, automation, and real limits

I use AI when it reduces friction and time — not when it adds complexity.

Where it works

• triage and summarization
• repetitive tasks with guardrails
• internal tools for small teams

Where it often fails

• messy data
• unclear decision criteria
• integrations without observability