feat: stabilize celery loops, add redis caching, and scale stage 2 neural limit to 250

feat: add pipeline page, session delete with Qdrant cleanup, explain worker, and final frontend polish

feat: implement session-based candidate matching architecture

feat: implement feature builder with growth velocity and JD quality scoring

feat: add embedding singleton and batch ingest Celery worker