Technology Evaluation
No architecture is universally best because each style can simplify work in one context and add avoidable cost in another. AI is framed as an ordinary tool subject to normal evaluation. Not every organization needs microservices, Kubernete…
2 sources - 12 claims
No architecture is universally best because each style can simplify work in one context and add avoidable cost in another. AI is framed as an ordinary tool subject to normal evaluation. Not every organization needs microservices, Kubernetes, Rust, or custom AI. Teams should run an ROI test before committing to a major technical direction. A practical complexity test is whether a junior developer can understand the architecture in five minutes. Custom AI projects are warned against when teams ignore messy data. Switching between 10 apps in a day is described as wasting 4 hours per week. Architecture should be shaped by actual business problems instead of hype. Tools that do not fix real problems should not be used.