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- Add ctrl/ package: Flask app (waitress), SQLite job store, background scheduler that probes configured workers, dispatches via /upload and /checkout_git, fetches artifacts, and serves a single-page UI - Supporting API: /api/jobs (create/list/detail/cancel), /api/workers, /api/capabilities, artifact download, and SSE log stream - Workers keep the existing HTTP API; add /progress/<job_id> endpoint and per-step build tracking for live status - Retire agent_manager.py and the cross-py-builder CLI; controller UI is the primary frontend - Record design in DESIGN.md; add waitress dependency Note: /progress is exposed on the worker but the synchronous /upload and /checkout endpoints block until a build completes, so per-step worker progress is not yet relayed live in the UI. Live streaming needs an async-start worker endpoint as a follow-up.