Posts

Layered technical architecture diagram showing small AI models processing data through production infrastructure stacks.
·4 min·

Small Models Hit Production Scale

95% of agent deployments never make it past the demo stage. Too expensive, too slow, or too brittle for real workloads. So are we in another AI infrastructure bubble? Or are we finally building the...

InfrastructureOrchestrationPipelinesMCP· 1 source
Abstract layered visualization showing infrastructure foundations beneath surface-level AI applications, with interconnected systems forming the foundation while flashy demos float above
·5 min·

Infrastructure Signals Cut Through the Noise

95% of AI deployments still deliver zero measurable ROI. So are we in a bubble? Or are we watching the infrastructure layer finally mature while everyone else chases demos?

InfrastructureOrchestrationPipelinesPatterns· 4 sources
Interconnected nodes representing multi-agent systems with data flowing between coordinated processing units against a dark technological background.
·4 min·

Multi-Agent Architectures Hit Production Reality

95% of agent experiments never escape the demo phase. So are we in a bubble? Or are the builders who ship figuring out patterns the rest of us are missing?

InfrastructureOrchestrationPipelinesPatterns· 8 sources
·3 min·

The Core Finding

Schema-gated frameworks are emerging as the solution to agent reliability — balancing LLM flexibility with deterministic execution. Meanwhile, hybrid analysis approaches (combining static analysis...

InfrastructureOrchestrationPipelinesMCP· 5 sources