pro
Prem Krishnamurthy
Fractional CTO · I build AI, ML & cloud systems that scale
New to Contra
Prem is ready for their next project!
Hot take: Most "AI agents" in production today aren't actually autonomous — they're glorified if/else chains with an LLM in the middle.
Real AI agents need three things most teams skip😍
1. Structured outputs with validation layers — so your agent doesn't hallucinate a JSON field...