A founder's CTO came back from a vendor pitch convinced the company needed eighteen agents and a six-month rebuild. The current product was a chatbot that answered FAQs. The actual fix was a single sentence in the prompt. Here is how Sapota decides w

A founder forwarded a vendor invoice that was 6.4x his projection. The system was a 'multi-agent crew of specialists' that the vendor pitched as the next-generation upgrade from…

A founder's CTO came back from a vendor pitch convinced the company needed eighteen agents and a six-month rebuild. The current product was a chatbot that answered FAQs. The…

Technical architecture for building a Research Agent, Content Agent, and Operations Agent using Claude + MCP — for solo founders who need leverage without headcount.