This profile covers Solution Architecture. Design software boundaries that fit the surrounding systems.
Analysis, planning & review
Current scope is software integration fit and software extension architecture. Recommendations do not approve changes to shared systems.
AI, Software & Systems Engineering
This profile covers AI Agents & Workflow Automation. Design agent workflows with clear responsibilities and review points.
Current scope is agent and workflow design, including contracts and recovery. This profile does not run a live agent service or activate workflows.
Design & specification
AI, Software & Systems Engineering
This profile covers Machine Learning Engineering. Plan reproducible model experiments before production decisions.
Current scope is sandbox experiment and benchmark design. Dedicated model training, fine-tuning and production deployment are not established here.
Analysis, planning & review
AI, Software & Systems Engineering
This profile covers Application Engineering. Prepare bounded, reviewable software implementation work.
Current scope is software extension development and developer-platform work in an identified repository. Full application delivery requires a project-specific scope.
Analysis, planning & review