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#architecture

6 posts tagged architecture.

Thoughts

Modular training just turned neural networks into LEGO blocks

Block-wise training frameworks are breaking monolithic models into independently trainable components, and it's about to change everything.

modular-training architecture inference

Multimodal models just turned APIs into museum pieces

Single models handling text, vision, and audio are making our carefully crafted API boundaries look like relics from the stone age.

multimodal apis architecture

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.

multi-agent orchestration distributed-systems architecture

Residual connections are holding transformers back

Fixed residual mixing creates a structural bottleneck that attention-based residuals can finally solve.

architecture transformers residual-connections scaling

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.

agents memory architecture persistence

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.

agents architecture microservices complexity