Stories from building ctxstore — shipping RC1 with four AI agents, memory architecture, and more.
The founding thesis: memory is the moat for AI products. Output is commoditizing; identity is what compounds.
Three days, twelve pull requests, one Milan launch. Four AI agents, one human, and a Slack channel called #ctxstore.
One tenant, multiple agents. How namespace partitioning, the four-layer model, and the wake protocol work together.
Daily probe protocol, landing audit, log correlation for error RCA, and what ctxstore does for ops work.
The original post — why retrieval over raw conversation history isn't enough.