Insights
Insights
Notes and articles on enterprise architecture, data platforms and applied AI.
3 articles published
- · 3 min read
Architecture Decisions: Balancing Cost, Latency and Control
Cost, latency and control pull against each other in every AI system. A useful decision record names the one a use case favors, what it gives up, and the measurement that would reopen the choice.Architecture DecisionsCostLatencyModel Serving - · 3 min read
Where Deterministic Workflows Should Bound AI Agents
An agent earns its place where the path cannot be written down in advance. Authorization, limits, validation and approvals belong in deterministic code around it, so the model works inside a boundary it cannot change.Agentic AIWorkflowsSecurityArchitecture - · 3 min read
Why AI Architecture Starts with Evaluation
A component built on a language model has no testable specification until its evaluation exists. Writing the cases and the acceptance bar first turns model, retrieval and prompt choices into measured architecture decisions.EvaluationArchitectureGenerative AI