#architecture
4 posts tagged architecture.
Thoughts
Agent swarms are just distributed systems with commitment issues
Multi-agent frameworks promise intelligent coordination but deliver the same old distributed computing problems with fancy names.
Residual connections are holding transformers back
Fixed residual mixing creates a structural bottleneck that attention-based residuals can finally solve.
Memory is the new context window
The shift from stateless chat to persistent AI agents changes everything about how we build and deploy AI systems.
Multi-agent systems are just microservices with extra steps
The industry is rebuilding distributed systems patterns with AI agents, complete with the same old coordination nightmares.