Using Kafka without a schema registry sounds fine in theory - just send JSON. In practice, it becomes a debugging nightmare. How one renamed field broke the ingestion pipeline and why I stopped trusting raw messages.
The Cognitive Substrate needs to ingest a constant stream of events from many different sources - telemetry, tickets, Slack, logs. Here is why Kafka is the right foundation for that, and what I quickly learned it was not enough on its own.
A non-technical explanation of the Cognitive Substrate project for someone who uses computers but has never had to think about AI memory systems. Featuring the phone analogy.
How a misplaced em dash became the perfect symbol for a larger question: using AI throughout the creative process while keeping every word authentically yours.
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