AINA data engine room - Codex - 2026-06-13

Production Runtime Readiness v0

The data engine room can now run a headless production-runtime rehearsal: resolve representative titles, plan only local synthetic serviceable cases, block held/excluded/unknown cases, and prove evaluator/safety gates without unlocking real production.

The Single Idea

The engine can now be tested like a headless runtime: resolve title, choose a safe action, plan only local synthetic cases, evaluate those plans, and keep real production blocked.

01

Runtime Contract

Runtime actionMeaning
plan_local_syntheticGenerate a local synthetic plan and evaluator receipt.
hold_for_reviewDo not plan; reviewed hold remains outside runtime.
block_not_icpDo not plan; title is outside the current ICP path.
block_unknown_titleDo not plan; title is not in the current beta map.
02

Metrics

23golden cases
23expectations passed
17local plans
2holds
4blocked
6fallback plans
17evaluator passes
0real production
0duplicate titles
03

Golden Cases

CaseTitleCategoryFunctionBeta cohortRuntime actionPassedDomain review
serve_now_seasonal_sales_associateseasonal sales associatestrict_serve_nowsalesserve_nowplan_local_syntheticyesyes
serve_now_support_associate_somasupport associate - somastrict_serve_nowcustomer_successserve_nowplan_local_syntheticyesyes
serve_now_director_bidirector of business intelligencestrict_serve_nowdata_analyticsserve_nowplan_local_syntheticyesyes
serve_now_retail_sales_associatepart-time retail sales associatestrict_serve_nowsalesserve_nowplan_local_syntheticyesyes
serve_now_customer_service_assistantcustomer service assistantstrict_serve_nowadministrationserve_nowplan_local_syntheticyesyes
serve_now_bilingual_technical_support_specialistbilingual technical support specialiststrict_serve_nowcustomer_successserve_nowplan_local_syntheticyesyes
serve_now_marketing_operations_managermarketing operations managerstrict_serve_nowmarketingserve_nowplan_local_syntheticyesyes
serve_now_operations_project_manageroperations project managerstrict_serve_nowoperationsserve_nowplan_local_syntheticyesyes
serve_now_assistant_product_managerassistant product managerstrict_serve_nowproductserve_nowplan_local_syntheticyesyes
serve_now_web_designerweb designerstrict_serve_nowdesign_creativeserve_nowplan_local_syntheticyesyes
serve_now_data_analyst_nydata analyst-nystrict_serve_nowdata_analyticsserve_nowplan_local_syntheticyesno
fallback_case_managercase managerfallback_with_caveatgeneral_businessserve_with_fallbackplan_local_syntheticyesyes
fallback_technical_support_assistant_managertechnical support assistant managerfallback_with_caveatcustomer_successserve_with_fallbackplan_local_syntheticyesyes
fallback_retail_sales_associateretail sales associatefallback_with_caveatsalesserve_with_fallbackplan_local_syntheticyesyes
fallback_project_managerproject managerfallback_with_caveatoperationsserve_with_fallbackplan_local_syntheticyesyes
fallback_sales_managersales managerfallback_with_caveatsalesserve_with_fallbackplan_local_syntheticyesyes
fallback_executive_assistantexecutive assistantfallback_with_caveatadministrationserve_with_fallbackplan_local_syntheticyesyes
hold_family_law_attorneyfamily law attorneyreviewed_holdgeneral_businessreviewed_residual_holdhold_for_reviewyesyes
hold_mental_health_referral_specialistmental health referral specialistreviewed_holdgeneral_businessreviewed_residual_holdhold_for_reviewyesyes
excluded_registered_nurseregistered nurse - 1755724excluded_not_icpgeneral_businessexcluded_or_not_icpblock_not_icpyesyes
excluded_software_support_specialistsoftware support specialistexcluded_not_icpcustomer_successexcluded_or_not_icpblock_not_icpyesyes
excluded_seasonal_auto_glass_repair_specialistseasonal auto glass repair specialist 1excluded_not_icpgeneral_businessexcluded_or_not_icpblock_not_icpyesyes
unknown_future_jobtotally unknown future jobunknown_titleNoneunknown_unmapped_titleblock_unknown_titleyesno
04

Production Gates

This is not public runtime. Auth/session/tenant context, real-user data policy, external writes, production telemetry, and deployment promotion remain blocked until separate integration work exists.
05

Validation Checks

CheckResult
beta_readiness_receipt_validPASS
golden_cases_presentPASS
required_runtime_actions_presentPASS
no_duplicate_normalized_titlesPASS
all_golden_expectations_metPASS
planned_cases_have_modulesPASS
planned_cases_have_exercisesPASS
planned_cases_have_rubricsPASS
planned_cases_evaluator_passedPASS
blocked_and_held_cases_do_not_planPASS
fallback_cases_caveatedPASS
planned_cases_keep_real_domains_blockedPASS
source_grounding_visiblePASS
domain_review_required_visiblePASS
no_real_production_runtime_unlocksPASS
auth_privacy_runtime_gates_declaredPASS
06

Interpretation

This is production preparation inside the data engine room. The next product milestone is a real-beta allowlist and runtime integration boundary, not more broad title cleanup.

Where to start
Use this receipt to validate the engine before wiring UI, auth, or external services.