AI Agent Tool Permissions Need Least Privilege
An AI agent should hold narrower permissions than the people who built it. Map its tools, scope its credentials, and review its grants.
Prompt Injection Defense Needs Layered Controls
Prompt injection cannot be fully solved at the model level, so layered controls must compensate.
AI Security Needs Its Own Threat Model
AI security is a discipline with its own assets, adversaries, and failure modes. This guide maps the branch: what each control covers and where to start.
Cloud Migration Architecture Needs a Dependency Map
Cloud migration architecture is safer when teams map workload dependencies, data movement, identity, operations, cutover, rollback, and the evidence needed to accept the destination.
Cloud Architecture Review Needs Workload Evidence
A cloud architecture review is useful when it tests a named workload against service outcomes, dependencies, security, reliability, operations, cost, and recovery evidence.
Cloud Reference Architecture Needs a Decision Record
A cloud reference architecture is useful when it records the workload assumptions, boundaries, trade-offs, controls, and evidence that make the pattern reusable without pretending it fits every system.
Cloud API Gateway Architecture Needs a Policy Boundary
Cloud API gateway architecture is useful when routing, identity, rate control, transformation, observability, and failure policy are assigned to the right boundary.
Cloud Microservices Architecture Needs Service Boundaries
Cloud microservices architecture is useful when service boundaries follow business capability, data ownership, change patterns, and operational responsibility rather than splitting a monolith by file or team name.
Event-Driven Cloud Architecture Needs Delivery Semantics
Event-driven cloud architecture works when event meaning, ownership, delivery behaviour, ordering, replay, idempotency, and failure handling are explicit.
Cloud-Native Architecture Needs Operational Ownership
Cloud-native architecture is useful when loosely coupled services, automation, observability, and resilient operations are matched to a workload instead of adopted as labels.