KKevlar

DETERMINISTIC MAPPING ENGINE · FIELD PROVENANCE

Every transform is visible, versioned, and replayable.

LIVE
MAPPING SPECS4
ACTIVE REVISIONS4
CANONICAL FIELDS11
OPAQUE CODEBLOCKED
SAFE DRAFT WORKBENCH

Source → canonical rule

DRAFT ONLY

The browser can draft and preview allow-listed transforms. Activation still requires fixture tests, shadow parity, and a server-side approval.

BEFORE GPT 5.6 Sol
→
AFTERgpt-5.6-sol
Deterministic draft JSON
{
  "target": "model.provider_model_id",
  "source": "records[].provider_model_id",
  "transforms": [
    {
      "name": "normalize_identifier"
    }
  ]
}
Opaque generated code is structurally rejected by the mapping specification validator.
AI_MODEL

OpenAI models price proof

openai-models-price-proof
r1 · activeawaiting reviewfnv1a64:40c0bb524a6b07f1
PRODUCT

Fixture product purchase price

fixture-product-purchase-price
r1 · activeawaiting reviewfnv1a64:aa3708617dc39754
AI_MODEL

OpenAI catalog to canonical AI model

openai-catalog-ai-model
r1 · activeapprovedfnv1a64:00e394cbb2d4d242
AI_MODEL

OpenAI pricing to canonical AI model

openai-pricing-ai-model
r1 · activeapprovedfnv1a64:13454f214e951a9b
CANONICAL FIELDSOURCE PATHTRANSFORMEVIDENCE
model.input_price_usd_per_million_tokensrecords[0].input_pricenormalize_token_price@1.0.01 ref
model.input_price_usd_per_million_tokensrecords[0].input_pricenormalize_token_price@1.0.01 ref
model.display_namerecords[1].display_namenormalize_whitespace@1.0.01 ref
model.provider_model_idrecords[0].provider_model_idnormalize_identifier@1.0.01 ref
model.display_namerecords[0].display_namenormalize_whitespace@1.0.01 ref
model.provider_model_idrecords[0].provider_model_idnormalize_identifier@1.0.01 ref
model.input_price_usd_per_million_tokensrecords[0].input_pricenormalize_token_price@1.0.01 ref
model.input_price_usd_per_million_tokensrecords[0].input_pricenormalize_token_price@1.0.01 ref
product.purchase_price.amountproduct.purchase_price.amountparse_currency@1.0.04 refs
product.purchase_price.amountproduct.purchase_price.amountparse_currency@1.0.04 refs
product.purchase_price.amountproduct.purchase_price.amountparse_currency@1.0.04 refs