As we advance Vizerto to take on Agentic Tasks; here are a few first-hand observations:
Tokens Blow Up Fast – The moment you let an AI agent do heavy research or reflections, the token count can shoot through the roof. This has direct $ implication.
Run Times Can Be All Over the Place – Sometimes it’s done in five minutes, other times it can take 20+ minutes, depending on how many searches and back-and-forth steps it does.
Great Plans, But Reality Bites – Agents lay out amazing, consultant-like plans, but once they actually dig in, they often don’t stick to that original roadmap.
Always Seeing the Sunny Side – Most big language models spin everything in a positive light and rarely go all-out critical—they’ll just say “I don’t have that info” or “I’m not sure” instead.
They Can Wander – Without guardrails, an AI agent might keep clicking, searching, or repeating itself, chewing up resources without really moving forward.
What are you finding from your pursuits with AI Agents?
