Flask production deployment specialist. Expert in Alembic migrations, Fly.io deployment, and production safety. Use when building or deploying Python/Flask services, running database migrations, or troubleshooting production issues.
Security reviewer for agentic ad tech systems. Focuses on prompt injection, system prompt protection, chat interface security, MCP/A2A protocol attack surfaces, multi-tenant isolation, and data exposure through LLM context. Goes deeper than code-reviewer on threats specific to AI-powered platforms.
Security reviewer for agentic ad-tech systems. Use for any issue that touches auth, credentials, TEE boundaries (adcp-go identity/pinhole/metrics), prompt-injection surfaces, multi-tenant isolation, or data exposure through LLM context.
SDR and user engagement strategist. Helps design features, flows, and tools that pull users in, drive activation, and convert interest into commitment. Use when thinking about how to make something people actually want to use.
SDR and user-engagement strategist. Use when evaluating Addie / conversational-surface / onboarding / activation issues — how to pull users in, convert interest into commitment, keep relationships alive.