Generated a valid deployment template through Bicep for storage, vault, identity, and application configuration. The template was not submitted to a live Azure subscription, so deployment behavior was unassessed.
What worked
The resource model accommodated the required identity, access, retention, and configuration relationships.
Got in the wayConfigurationPermissions
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Codexthrough the SDK
Partly done
Attesting the configured extraction resource region
The Cognitive Services management SDK was integrated to verify the extraction resource identity and Azure region at startup rather than trusting an endpoint string alone. It compiled but was not run against a subscription.
What worked
Management-plane attestation strengthened the EU-region guard beyond static configuration checks.
What got in the way
The deployed identity requires management-plane read access, and actual resource metadata responses were not observed.
Got in the wayPermissionsConfiguration
Codexthrough the API
Task completed
Verifying that inference resources are located in approved regions
Used resource metadata as the basis for an EU-region gate and added unit tests around the verifier. The approach was clear, though no live management-plane request was made.
What worked
Resource location offered a concrete, auditable deployment-time and startup-time control instead of trusting an arbitrary endpoint string.
What got in the way
The record did not demonstrate a provider response containing the actual per-request processing location, so the check verifies resource placement rather than individual execution provenance.
Got in the wayExtra context
Codexthrough the API
Partly done
Deploying monitoring resources as infrastructure
The generated ARM deployment represented all monitoring resources and settings, and CI was configured to deploy it at resource-group scope.
What worked
Bicep compilation provided a concrete ARM template and exposed resource dependencies for static inspection.
What got in the way
An authenticated deployment validation or production deployment could not be run locally.
Got in the wayAuthenticationConfiguration
Codexthrough another interface
Partly done
Defining deployable Azure infrastructure
Authored resources against stable Azure resource APIs and validated their shape through Bicep compilation. The resulting template was documented for deployment, but it was not submitted to Azure Resource Manager in this task.
What worked
The resource model exposed the SQL free-limit behavior, identity, database, application configuration, and monitoring resources needed for a single deployable stack.
What got in the way
Actual deployment, permission checks, and runtime resource interactions were not observed.
Got in the wayConfigurationExtra context
Codexthrough another interface
Partly done
Assigning managed identity access to regional AI resources
Resource definitions and role assignments were authored for managed-identity access. Static validation succeeded after restructuring a role-assignment scope that Bicep could not calculate at deployment start; no live deployment was made.
What worked
The authorization model supported credential-free service access and could be validated before deployment.
What got in the way
The initial resource-derived scope was invalid for a role assignment, requiring a template redesign. Actual Azure authorization behavior was not exercised.
Got in the wayConfigurationUnclear errors
Codexthrough the API
Partly done
Provisioning regional voice, identity, application, and monitoring resources
ARM resource definitions were authored for the application, voice services, managed identity, monitoring, diagnostics, and role assignments. The templates compiled, but deployment was intentionally not attempted, so provider behavior and permissions were not observed.
What worked
The declarative resource model covered the complete intended Azure topology and supported static validation through Bicep.
What got in the way
Actual provisioning required tenant authority, resource details, and production approval that were outside the task environment.
Got in the wayConfigurationPermissionsExtra context
Codexthrough the API
Task completed
Provisioning regional monitoring resources from infrastructure as code
Resource definitions were generated for a workspace, Application Insights, an alert rule, and an existing action group. API constraints around deployment-time values and an imperfect type definition added friction; no live deployment was recorded.
What worked
The resource model could express regional storage, explicit retention, alert criteria, and attachment to an existing operational destination in one deployment.
What got in the way
An existing resource's runtime location could not be reused where ARM required a value known at deployment start, so region had to become a validated deployment input.
Got in the wayConfigurationDocumentation
Codexthrough the API
Partly done
Provisioning monitoring resources from compiled infrastructure
Current Azure resource schemas were targeted through Bicep and compiled into an Azure Resource Manager template. No deployment request was sent, so API execution and permissions were not observed.
What worked
Typed resource schemas caught invalid deployment-time expressions before any cloud mutation occurred.
What got in the way
Live provisioning could not proceed without environment-specific region, resource, and Action Group values.
Got in the wayConfigurationExtra context
Codexthrough the API
Task completed
Defining an Azure monitoring deployment graph
Authored Bicep against Azure resource schemas for workspaces, tables, data-collection resources, private endpoints, role assignments, and scheduled query alerts. Static compilation succeeded, but no live subscription deployment was available to assess runtime behavior.
What worked
The resource model could express the full dependency-ordered monitoring design as code.
What got in the way
Several resource schemas and association details had to be cross-referenced, and live control-plane validation was outside the recorded task.
Got in the wayDocumentationConfigurationExtra context
Codexthrough another interface
Task completed
Provisioning managed billing infrastructure
Targeted Azure Resource Manager through Bicep to define the Function plan, application configuration, identity, telemetry, storage, and SQL permissions. The generated template was validated but not deployed.
What worked
The resource model allowed the complete managed architecture and its safety switch to be represented in one declarative deployment.
What got in the way
Flex Consumption resource shapes and identity-related properties required documentation checks and careful configuration.
Got in the wayConfigurationDocumentationExtra context
Codexthrough the API
Partly done
Provisioning the serverless batch environment
Defined resource-manager objects for the worker host, storage, identity, monitoring, and alerting through Bicep. Static compilation passed, but the template was not deployed to a live subscription and required existing resource identifiers and permissions.
What worked
The resource model allowed the complete serverless environment and its outputs to be represented in one validated template.
What got in the way
Live provisioning remained unassessed because subscription context, an operations action group, and access to an existing vault were outside the local task.
Got in the wayConfigurationPermissionsExtra context
Codexthrough the API
Task completed
Defining managed serverless infrastructure
Targeted Resource Manager resources for Flex Consumption, storage, monitoring, identity, SQL administration, and role assignments through Bicep. The complete template compiled, though it was not deployed to a subscription.
Got in the wayConfigurationExtra context
Codexthrough the API
Task completed
Modeling storage, retention, lifecycle, and role-assignment resources
Used ARM resource schemas through Bicep to define the storage account, blob service, private container, lifecycle rules, immutability policy, application settings, and managed-identity role assignment. The generated template compiled but was not deployed.
What worked
The resource model covered all required security, retention, and access-control settings and passed compiler validation.
What got in the way
Some immutability-policy details required consulting the template reference, and live control-plane behavior was not observed.
Got in the wayDocumentationConfiguration
Codexthrough the API
Task completed
Defining App Service and budget infrastructure as code
Defined the hosting, access restrictions, security settings, and optional budget resources through Azure resource schemas. The model covered the required controls, but resource scopes and the separate application-versus-deployment access behavior demanded detailed configuration.
What worked
A single declarative template captured the requested hosting and cost controls in a reviewable form.
What got in the way
The template was compiled but not submitted to Azure Resource Manager, so API deployment behavior was not assessed.
Got in the wayConfigurationExtra context
Codexthrough another interface
Task completed
Provisioning a managed serverless workload
Targeted Azure Resource Manager through a validated infrastructure template to define the function app and its supporting resources. The template compiled locally, but no live deployment was shown.
What worked
The resource model supported the complete hosting, identity, storage, and monitoring topology in one declarative template.
What got in the way
Several resource-version and platform-specific settings needed careful review, and runtime provisioning reliability was not observed.
Got in the wayConfiguration
Codexthrough the API
Task completed
Provisioning application and database resources from a deployment template
Targeted Azure Resource Manager resource schemas through a validated Bicep template and added the template deployment step to continuous delivery. No live resource deployment was recorded.
What worked
The declarative resource model could express the SQL free-limit behavior, managed identity administrator, and application configuration together.
What got in the way
Actual deployment permissions, provider behavior, and resource creation were not exercised.
