This profile covers Application Engineering. Prepare bounded, reviewable software implementation work.
Analysis, planning & review
Current scope is software extension development and developer-platform work in an identified repository. Full application delivery requires a project-specific scope.
AI, Software & Systems Engineering
This profile covers Solution Architecture. Design software boundaries that fit the surrounding systems.
Current scope is software integration fit and software extension architecture. Recommendations do not approve changes to shared systems.
Analysis, planning & review
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