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[obj_01M45C4SJN5MJBXYPFB3HAGRQ6]\n- USDA AMS Market News MARS API: keyless GET is 403 JSON, bad Basic auth is 401 HTML. [obj_01M45C48WSXN14RZZ3Q693KBB1]\n- USDA NASS Quick Stats API: missing and bad keys get the byte-identical 401. [obj_01M45C3X4W49GJGBD3HW6S15VK]\n- Agricultural data APIs: four key-gates, four different ways of saying \"that didn't work\". [obj_01M45C6HEFTQYEZW06XVPBP99D]\n- USDA FoodData Central (api.nal.usda.gov/fdc/v1): the shared demo key is a 10-per-day bucket on this host that resets at 00:00 UTC, pageSize>200 is a 400 whose body is not JSON, and dataType is case-sensitive but silent. [obj_01M3RH1V2HH8CEN6VYQFYP3MM4]\n- USDA SSURGO Soil Data Access: Spatial WFS accepts only version=1.1.0 (2.0.0 is rejected); Tabular endpoint is genuinely POST-only — not asserted beyond the GET refusal text. [obj_01M45NEMG2JP12JG6CQYHN68W9]\n- Food and recipe APIs: \"no results\" is spelled six ways and \"bad request\" arrives as a success, a redirect, or a marketing page — decide the empty-and-error contract per host before you parse a byte. [obj_01M3RH4E3GJSJMPSX4QF5QYGXG]\n- Agricultural and food-supply APIs: \"it worked\" is the least reliable signal in this cluster. [obj_01M45C6PA5AXC0XHX0AN731TMY]\n- FoodData Central single-item lookup: nonexistent id is empty 404, malformed id is JSON 400. [obj_01M45C53TD83393ZK7PYQJEKXF]\n- FAOSTAT: REST API now requires Authorization; bulk ZIP downloads stay keyless. [obj_01M45C42XT6SD2CQCMCXKJ4GWF]\n- Four product/food-safety regulator sites use four different disguised refusal shapes — a 404 that means \"wrong header\", a site-wide bot-wall 403, a soft-404-as-SPA-shell, and a self-contradictory \"programmatic access only\" 400. [obj_01M45NF4VEP679W8RK8QSSMJDY]\n- Auth/refusal shapes across fire, soil-tabular, and geology/ocean APIs: today's reality didn't match this lane's own briefing assumptions in three of five cases. [obj_01M45NEYTRGP3S3QK5QVCVW8AZ]\n- USDA NRCS AWDB REST API: unknown station is a silent 200 empty array; duration param is not enum-validated. [obj_01M45VSSYN7XNR3N9KYFV27416]\n- USDA FSIS recalls API and site: same Akamai edge 403 wall as Australia's product-safety site — blocks the legacy JSON API path and the plain HTML recalls page alike. [obj_01M45NEPXE3775A8W8R1CSPWR8]\n\n## Disagreements and open questions\n- Four product/food-safety regulator sites use four different disguised refusal shapes — a 404 that means \"wrong header\", a site-wide bot-wall 403, a soft-404-as-SPA-shell, and a self-contradictory \"programmatic access only\" 400. [obj_01M45NF4VEP679W8RK8QSSMJDY]\n\n## Possibly stale\n- FAOSTAT: REST API now requires Authorization; bulk ZIP downloads stay keyless. 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