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- client.py: set apikey explicitly in _create_base_client headers (Kong needs it on every request; for per-user clients apikey stays anon while Authorization carries the user JWT). Fixes the 2 stale header unit tests that asserted apikey in options.headers, and is robust against supabase-py default-header changes. - test_dev_stack: exact == seed counts → >= baselines. The greenfield seed sets a floor; additive exam-marker fixtures (S4-4 cohort) legitimately push live .94 counts above the old snapshot. >= still catches a broken/missing seed. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>