{"request_id":"req_01M46AC3F1S4H4XK58K44PV2E6","technology":{"canonical_id":"tech_000000000000009YBMQKNN1APZ","parent_canonical_id":"tech_000000000000009YBMQKJJYWFX","parent_id_zoho":"358446000000430589","name":"ShiftLeft AI","slug":"shiftleft-ai-358446000103271135","requires_context":false,"popularity":null,"use_cases":[],"strengths":[],"limitations":[],"organizations":null,"certifications":null,"deployment_options":null,"lifecycle":"active","revision":2,"updated_at":"2026-09-13T18:42:35.908219Z","reviewed_at":"2026-09-13T18:42:35.908219Z","source_freshness_at":"0001-01-01T00:00:00Z","aliases":null,"category_ids":["cat_2BZ9F693M6BCQCPK92Y5QQNNA3"],"domain_ids":["dom_1D2B1EQWZC9G38JXH4C7REEMPK"],"classification_kind":"technology","sources":null,"external_ids":[{"system":"beast","value":"358446000103271135"}],"provenance":"Published taxonomy release 2026.10.7"},"release_version":"2026.10.7"}