diff --git a/hack/bicep-types-radius/generated/applications/applications.core/2022-03-15-privatepreview/types.json b/hack/bicep-types-radius/generated/applications/applications.core/2022-03-15-privatepreview/types.json
index e61f7a06bb3..23138b5a607 100644
--- a/hack/bicep-types-radius/generated/applications/applications.core/2022-03-15-privatepreview/types.json
+++ b/hack/bicep-types-radius/generated/applications/applications.core/2022-03-15-privatepreview/types.json
@@ -1 +1 @@
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Default pem"},"name":{"Type":4,"Flags":1,"Description":"The name of the certificate"},"certType":{"Type":197,"Flags":0,"Description":"Certificate object type to be downloaded - the certificate itself, private key or public key of the certificate"},"version":{"Type":4,"Flags":0,"Description":"Certificate version"}}}},{"6":{"Value":"utf-8"}},{"6":{"Value":"hex"}},{"6":{"Value":"base64"}},{"5":{"Elements":[187,188,189]}},{"6":{"Value":"pem"}},{"6":{"Value":"pfx"}},{"5":{"Elements":[191,192]}},{"6":{"Value":"certificate"}},{"6":{"Value":"publickey"}},{"6":{"Value":"privatekey"}},{"5":{"Elements":[194,195,196]}},{"2":{"Name":"AzureKeyVaultVolumePropertiesCertificates","Properties":{},"AdditionalProperties":186}},{"2":{"Name":"KeyObjectProperties","Properties":{"alias":{"Type":4,"Flags":0,"Description":"File name when written to disk."},"name":{"Type":4,"Flags":1,"Description":"The name of the key"},"version":{"Type":4,"Flags":0,"Description":"Key version"}}}},{"2":{"Name":"AzureKeyVaultVolumePropertiesKeys","Properties":{},"AdditionalProperties":199}},{"2":{"Name":"SecretObjectProperties","Properties":{"alias":{"Type":4,"Flags":0,"Description":"File name when written to disk."},"encoding":{"Type":205,"Flags":0,"Description":"Encoding format. Default utf-8"},"name":{"Type":4,"Flags":1,"Description":"The name of the secret"},"version":{"Type":4,"Flags":0,"Description":"Secret version"}}}},{"6":{"Value":"utf-8"}},{"6":{"Value":"hex"}},{"6":{"Value":"base64"}},{"5":{"Elements":[202,203,204]}},{"2":{"Name":"AzureKeyVaultVolumePropertiesSecrets","Properties":{},"AdditionalProperties":201}},{"6":{"Value":"azure.com.keyvault"}},{"2":{"Name":"TrackedResourceTags","Properties":{},"AdditionalProperties":4}},{"4":{"Name":"Applications.Core/volumes@2022-03-15-privatepreview","ScopeType":0,"Body":175}},{"6":{"Value":"Applications.Core/secretStores"}},{"6":{"Value":"2022-03-15-privatepreview"}},{"2":{"Name":"Applications.Core/secretStores","Properties":{"id":{"Type":4,"Flags":10,"Description":"The resource id"},"name":{"Type":4,"Flags":9,"Description":"The resource name"},"type":{"Type":210,"Flags":10,"Description":"The resource type"},"apiVersion":{"Type":211,"Flags":10,"Description":"The resource api version"},"systemData":{"Type":11,"Flags":2,"Description":"Metadata pertaining to creation and last modification of the resource."},"properties":{"Type":213,"Flags":1},"tags":{"Type":231,"Flags":0,"Description":"Resource tags."},"location":{"Type":4,"Flags":1,"Description":"The geo-location where the resource lives"}}}},{"2":{"Name":"SecretStoreProperties","Properties":{"provisioningState":{"Type":221,"Flags":2,"Description":"Provisioning state of the resource at the time the operation was called."},"type":{"Type":224,"Flags":0,"Description":"The type of secret store data"},"data":{"Type":230,"Flags":1,"Description":"An object to represent key-value type secrets"},"resource":{"Type":4,"Flags":0,"Description":"The resource id of external secret store."},"status":{"Type":72,"Flags":2,"Description":"Status of a resource."},"environment":{"Type":4,"Flags":0,"Description":"The resource id of the environment linked to the resource"},"application":{"Type":4,"Flags":1,"Description":"Specifies the resource id of the application"}}}},{"6":{"Value":"Succeeded"}},{"6":{"Value":"Failed"}},{"6":{"Value":"Canceled"}},{"6":{"Value":"Accepted"}},{"6":{"Value":"Updating"}},{"6":{"Value":"Deleting"}},{"6":{"Value":"Provisioning"}},{"5":{"Elements":[214,215,216,217,218,219,220]}},{"6":{"Value":"generic"}},{"6":{"Value":"certificate"}},{"5":{"Elements":[222,223]}},{"2":{"Name":"SecretValueProperties","Properties":{"encoding":{"Type":228,"Flags":0,"Description":"The encoding of value"},"value":{"Type":4,"Flags":0,"Description":"The value of secret."},"valueFrom":{"Type":229,"Flags":0}}}},{"6":{"Value":"raw"}},{"6":{"Value":"base64"}},{"5":{"Elements":[226,227]}},{"2":{"Name":"ValueFromProperties","Properties":{"name":{"Type":4,"Flags":1,"Description":"The name of the referenced secret."},"version":{"Type":4,"Flags":0,"Description":"The version of the referenced secret."}}}},{"2":{"Name":"SecretStorePropertiesData","Properties":{},"AdditionalProperties":225}},{"2":{"Name":"TrackedResourceTags","Properties":{},"AdditionalProperties":4}},{"4":{"Name":"Applications.Core/secretStores@2022-03-15-privatepreview","ScopeType":0,"Body":212}},{"2":{"Name":"SecretListProperties","Properties":{"type":{"Type":4,"Flags":2,"Description":"The type of secret store data"},"data":{"Type":234,"Flags":2,"Description":"An object to represent key-value type secrets"}}}},{"2":{"Name":"SecretListPropertiesData","Properties":{},"AdditionalProperties":225}},{"8":{"Name":"listSecrets","ResourceType":"Applications.Core/secretStores","ApiVersion":"2022-03-15-privatepreview","Output":233}}]
\ No newline at end of file
diff --git a/pkg/recipes/configloader/environment.go b/pkg/recipes/configloader/environment.go
index c165ba24d15..1e9dbe80b6a 100644
--- a/pkg/recipes/configloader/environment.go
+++ b/pkg/recipes/configloader/environment.go
@@ -112,8 +112,7 @@ func getRecipeDefinition(environment *v20220315privatepreview.EnvironmentResourc
 	}
 
 	return &recipes.Definition{
-		Driver: recipes.DriverBicep,
-		// Driver:       *found.TemplateKind,
+		Driver:       *found.TemplateKind,
 		ResourceType: resource.Type(),
 		Parameters:   found.Parameters,
 		TemplatePath: *found.TemplatePath,
diff --git a/pkg/recipes/driver/terraform.go b/pkg/recipes/driver/terraform.go
index ccba88d2878..34a6fa762ae 100644
--- a/pkg/recipes/driver/terraform.go
+++ b/pkg/recipes/driver/terraform.go
@@ -7,6 +7,7 @@ package driver
 
 import (
 	"context"
+	"encoding/json"
 	"fmt"
 	"os"
 	"path/filepath"
@@ -35,14 +36,30 @@ func NewTerraformDriver() Driver {
 type terraformDriver struct {
 }
 
-func (d *terraformDriver) Execute(ctx context.Context, configuration recipes.Configuration, recipe recipes.Metadata, definition recipes.Definition) (*recipes.RecipeOutput, error) {
+type TerraformConfig struct {
+	Terraform TerraformDefinition    `json:"terraform"`
+	Provider  map[string]interface{} `json:"provider"`
+	Module    map[string]ModuleData  `json:"module"`
+}
+
+type TerraformDefinition struct {
+	RequiredProviders map[string]interface{} `json:"required_providers"`
+	RequiredVersion   string                 `json:"required_version"`
+}
+
+type ModuleData struct {
+	Source  string `json:"source"`
+	Version string `json:"version"`
+}
+
+func (d *terraformDriver) Execute(ctx context.Context, configuration recipes.Configuration, recipe recipes.Metadata, definition recipes.Definition) (recipeOutput *recipes.RecipeOutput, err error) {
 	logger := logr.FromContextOrDiscard(ctx)
 	logger.Info(fmt.Sprintf("Deploying recipe: %q, template: %q", recipe.Name, definition.TemplatePath))
 
 	// Create Terraform installation directory
 	installDir := filepath.Join(installDirRoot, util.NormalizeStringToLower(recipe.ResourceID), uuid.NewString())
 	logger.Info(fmt.Sprintf("Creating Terraform install directory: %q", installDir))
-	if err := os.MkdirAll(installDir, os.ModePerm); err != nil {
+	if err = os.MkdirAll(installDir, os.ModePerm); err != nil {
 		return nil, fmt.Errorf("failed to create directory for terraform installation for resource %q: %w", recipe.ResourceID, err)
 	}
 	defer os.RemoveAll(installDir)
@@ -60,21 +77,28 @@ func (d *terraformDriver) Execute(ctx context.Context, configuration recipes.Con
 		return nil, fmt.Errorf("failed to install terraform for resource %q: %w", recipe.ResourceID, err)
 	}
 	// TODO check if anything else is needed to clean up Terraform installation.
-	defer installer.Remove(ctx)
+	defer func() {
+		err = installer.Remove(ctx)
+	}()
 
 	// Create working directory for Terraform execution
 	workingDir := filepath.Join(workingDirRoot, util.NormalizeStringToLower(recipe.ResourceID), uuid.NewString())
 	logger.Info(fmt.Sprintf("Creating Terraform working directory: %q", workingDir))
-	if err := os.Mkdir(workingDir, os.ModePerm); err != nil {
+	if err = os.Mkdir(workingDir, os.ModePerm); err != nil {
 		return nil, fmt.Errorf("failed to create working directory for terraform execution for Radius resource %q. %w", recipe.ResourceID, err)
 	}
 	defer os.RemoveAll(workingDir)
 
-	if err := d.initAndApply(ctx, recipe.ResourceID, workingDir, execPath); err != nil {
-		return nil, err
+	// Generate Terraform json config in the working directory
+	if err = d.generateJsonConfig(ctx, workingDir, recipe.Name, definition.TemplatePath); err != nil {
+		return
 	}
 
-	return &recipes.RecipeOutput{}, nil
+	if err = d.initAndApply(ctx, recipe.ResourceID, workingDir, execPath); err != nil {
+		return
+	}
+
+	return
 }
 
 // Runs Terraform init and apply in the provided working directory.
@@ -96,3 +120,56 @@ func (d *terraformDriver) initAndApply(ctx context.Context, resourceID, workingD
 
 	return nil
 }
+
+// Generate Terraform configuration in JSON format for required providers and modules
+// and write it to a file in the specified working directory.
+// This JSON configuration is needed to initialize and apply Terraform modules.
+// See https://www.terraform.io/docs/language/syntax/json.html for more information
+// on the JSON syntax for Terraform configuration.
+// templatePath is the path to the Terraform module source, e.g. "Azure/cosmosdb/azurerm".
+func (d *terraformDriver) generateJsonConfig(ctx context.Context, workingDir, recipeName, templatePath string) error {
+	// TODO hardcoding provider data until we implement a way to pass this in.
+	tfConfig := TerraformConfig{
+		Terraform: TerraformDefinition{
+			RequiredProviders: map[string]interface{}{
+				"azurerm": map[string]interface{}{
+					"source":  "hashicorp/azurerm",
+					"version": "~> 3.0.2",
+				},
+			},
+			RequiredVersion: ">= 1.1.0",
+		},
+		Provider: map[string]interface{}{
+			"azurerm": map[string]interface{}{
+				"features": map[string]interface{}{},
+			},
+		},
+		Module: map[string]ModuleData{
+			recipeName: {
+				Source:  templatePath,
+				Version: "1.0.0", // TODO determine how to pass this in.
+			},
+		},
+	}
+
+	// Convert the Terraform config to JSON
+	jsonData, err := json.MarshalIndent(tfConfig, "", "  ")
+	if err != nil {
+		return fmt.Errorf("Error marshalling JSON: %w", err)
+	}
+
+	// Write the JSON data to a file in the working directory
+	configFilePath := fmt.Sprintf("%s/main.json", workingDir)
+	file, err := os.Create(configFilePath)
+	if err != nil {
+		return fmt.Errorf("Error creating file: %w", err)
+	}
+	defer file.Close()
+
+	_, err = file.Write(jsonData)
+	if err != nil {
+		return fmt.Errorf("Error writing to file: %w", err)
+	}
+
+	return nil
+}