AI engineering strategy
Assessments, workflow reviews, agent/model strategy, governance, and economics.
STATUS: ACTIVE
I work with engineering organizations facing difficult technical transitions: legacy applications, AI adoption, architecture risk, and development bottlenecks.
Assessments, workflow reviews, agent/model strategy, governance, and economics.
Reviews, scalability planning, API architecture, infrastructure strategy, and decision analysis.
PHP modernization, framework migration, Docker, CI/CD, technical-debt planning, and incremental modernization.
Workflow redesign, team processes, AI adoption, tooling, quality, and developer experience.