Prem Krishnamurthy
Fractional CTO · I build AI, ML & cloud systems that scale
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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...