Define what good behavior looks like and assess the evidence.
Analysis, planning & review
Current scope is software QA and AI behavior evaluation. A recommendation is not proof of production acceptance or permission to release.
Before implementation or release, have the responsible technical owner review security, testing, access, and rollback plans.
Understand the review process →AI, Software & Systems Engineering
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
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
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