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Take Stryker AI-native: build software factories, data factories, second brains, and agents that run fulfillment. Own integrations and production: Google Ads, Twilio, Zapier, the public API, deploys, migrations, monitoring, and incident write-ups.\nMust Haves: Strong TypeScript and React (Next.js App Router). Solid SQL and PostgreSQL, including schema migrations. Has owned a production web app: deploys, live debugging, and security basics. Very comfortable with AI and agentic development: builds and ships with agents daily, not just autocomplete. Documents as they go: change logs, handoffs, and incident reports.\nNice to Haves: Drizzle ORM, Supabase, Vercel, or Clerk experience. Google Ads API, Local Services Ads, or call tracking (DNI) experience. Twilio voice and SMS, including A2P 10DLC. Testing: Vitest, Playwright, and k6 load testing. Has built agent systems: multi-agent pipelines, RAG/second brains, or LLM evals. 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