Updates of Azure at 2026-03-01

March 1, 2026

ai-services

api-center

api-management

app-service

overview-diagnostics.md (history)

azure-app-configuration

configuration-provider-overview.md (history)

azure-arc

azure-cache-for-redis

azure-functions

azure-monitor

container-apps

scale-app.md (history)

container-registry

cost-management-billing

cost-allocation-introduction.md (history)

data-factory

event-grid

mqtt-troubleshoot-errors.md (history)

event-hubs

configure-customer-managed-key.md (history)

foundry

environment-setup.md Added!! (history)
overview.md Added!! (history)
ai-red-teaming-agent.md Added!! (history)
architecture.md Added!! (history)
ask-ai.md Added!! (history)
authentication-authorization-foundry.md Added!! (history)
built-in-evaluators.md Added!! (history)
concept-playgrounds.md Added!! (history)
disable-preview-features-with-rbac.md Added!! (history)
encryption-keys-portal.md Added!! (history)
evaluation-regions-limits-virtual-network.md Added!! (history)
manage-costs.md Added!! (history)
model-benchmarks.md Added!! (history)
model-lifecycle-retirement.md Added!! (history)
observability.md Added!! (history)
planning.md Added!! (history)
rbac-foundry.md Added!! (history)
retrieval-augmented-generation.md Added!! (history)
safety-evaluations-transparency-note.md Added!! (history)
enable-ai-api-management-gateway-portal.md Added!! (history)
how-to-enforce-limits-models.md Added!! (history)
how-to-manage-agents.md Added!! (history)
how-to-manage-compliance-security.md Added!! (history)
how-to-optimize-cost-performance.md Added!! (history)
monitoring-across-fleet.md Added!! (history)
overview.md Added!! (history)
quickstart-create-guardrail-policy.md Added!! (history)
register-custom-agent.md Added!! (history)
data-generation.md Added!! (history)
quotas-limits.md Added!! (history)
whats-new-model-router.md Added!! (history)
foundry-status-dashboard-documentation.md Added!! (history)
guardrails-overview.md Added!! (history)
how-to-create-guardrails.md Added!! (history)
intervention-points.md Added!! (history)
third-party-integrations.md Added!! (history)
add-foundry-to-network-security-perimeter.md Added!! (history)
agent-service-disaster-recovery.md Added!! (history)
agent-service-operator-disaster-recovery.md Added!! (history)
agent-service-platform-disaster-recovery.md Added!! (history)
benchmark-model-in-catalog.md Added!! (history)
bring-your-own-azure-storage-foundry.md Added!! (history)
bring-your-own-azure-storage-speech-language-services.md Added!! (history)
configure-private-link.md Added!! (history)
connections-add.md Added!! (history)
create-projects.md Added!! (history)
create-resource-template.md Added!! (history)
create-resource-terraform.md Added!! (history)
custom-policy-definition.md Added!! (history)
disable-preview-features.md Added!! (history)
evaluate-generative-ai-app.md Added!! (history)
evaluate-results.md Added!! (history)
evaluation-azure-devops.md Added!! (history)
evaluation-github-action.md Added!! (history)
high-availability-resiliency.md Added!! (history)
integrate-with-other-apps.md Added!! (history)
managed-virtual-network.md Added!! (history)
model-deployment-policy.md Added!! (history)
model-inference-to-openai-migration.md Added!! (history)
quota.md Added!! (history)
set-up-key-vault-connection.md Added!! (history)
upgrade-azure-openai.md Added!! (history)
add-users-cli.md Added!! (history)
add-users.md Added!! (history)
agent-v2-switch.md Added!! (history)
agent-v2.md Added!! (history)
azure-subscription.md Added!! (history)
capability-new-portal.md Added!! (history)
classic-link.md Added!! (history)
classic-sign-in.md Added!! (history)
clean-up-resources.md Added!! (history)
code-preview.md Added!! (history)
control-plane-prereqs.md Added!! (history)
create-hub-project-simple.md Added!! (history)
create-project-access.md Added!! (history)
create-project-cli.md Added!! (history)
create-second-fdp-project.md Added!! (history)
deploy-model.md Added!! (history)
evaluation-github-action-azure-devops-features.md Added!! (history)
evaluation-preview-foundry.md Added!! (history)
evaluation-preview.md Added!! (history)
evaluations-agent-playground.md Added!! (history)
fdp-project-name.md Added!! (history)
feature-preview.md Added!! (history)
find-endpoint.md Added!! (history)
find-region.md Added!! (history)
fine-tuning-foundry.md Added!! (history)
foundry-iq-limitation.md Added!! (history)
foundry-link.md Added!! (history)
foundry-portals.md Added!! (history)
foundry-sign-in.md Added!! (history)
hub-project-name.md Added!! (history)
install-cli.md Added!! (history)
install-csharp.md Added!! (history)
install-java.md Added!! (history)
install-python.md Added!! (history)
migrate-model-inference-to-v1-openai.md Added!! (history)
quickstart-v2-agent-chat.md Added!! (history)
quickstart-v2-chat.md Added!! (history)
quickstart-v2-create-agent.md Added!! (history)
quickstart-v2-get-code.md Added!! (history)
quickstart-v2-install.md Added!! (history)
quickstart-v2-main.md Added!! (history)
rbac-assign-roles.md Added!! (history)
rbac-create.md Added!! (history)
resource-provider-kinds.md Added!! (history)
speech-features-foundry.md Added!! (history)
tip-left-pane.md Added!! (history)
use-blocklists.md Added!! (history)
uses-hub-only.md Added!! (history)
version-banner.md Added!! (history)
version-sign-in.md Added!! (history)
available-tools.md Added!! (history)
build-your-own-mcp-server.md Added!! (history)
get-started.md Added!! (history)
security-best-practices.md Added!! (history)
api-version-lifecycle.md Added!! (history)
audio-completions-quickstart.md Added!! (history)
authoring-reference-preview.md Added!! (history)
latest.md Added!! (history)
monitor-openai-reference.md Added!! (history)
quotas-limits.md Added!! (history)
realtime-audio-reference.md Added!! (history)
reference-preview-latest.md Added!! (history)
reference-preview.md Added!! (history)
reference.md Added!! (history)
supported-languages.md Added!! (history)
whisper-quickstart.md Added!! (history)
get-started-code.md Added!! (history)
foundry-known-issues.md Added!! (history)
foundry-project-rest-preview.md Added!! (history)
foundry-project.md Added!! (history)
region-support.md Added!! (history)
responsible-use-of-ai-overview.md Added!! (history)
developer-journey-idea-to-prototype.md Added!! (history)
quickstart-create-foundry-resources.md Added!! (history)
screen-reader.md Added!! (history)
what-is-foundry.md Added!! (history)
whats-new-foundry.md Added!! (history)

foundry-classic

environment-setup.md Added!! (history)
overview.md Added!! (history)
quickstart.md Added!! (history)
quotas-limits.md Added!! (history)
whats-new.md Added!! (history)
content-safety-overview.md Added!! (history)
ai-foundry-consolidated-view.md Added!! (history)
ai-red-teaming-agent.md Added!! (history)
ai-resources.md Added!! (history)
architecture.md Added!! (history)
ask-ai.md Added!! (history)
authentication-authorization-foundry.md Added!! (history)
built-in-evaluators.md Added!! (history)
concept-playgrounds.md Added!! (history)
concept-synthetic-data.md Added!! (history)
deployments-overview.md Added!! (history)
disable-preview-features-with-rbac.md Added!! (history)
encryption-keys-portal.md Added!! (history)
evaluation-regions-limits-virtual-network.md Added!! (history)
fine-tuning-overview.md Added!! (history)
foundry-models-overview.md Added!! (history)
hub-encryption-keys-portal.md Added!! (history)
hub-rbac-foundry.md Added!! (history)
manage-costs.md Added!! (history)
management-center.md Added!! (history)
model-benchmarks.md Added!! (history)
model-catalog-content-safety.md Added!! (history)
model-lifecycle-retirement.md Added!! (history)
models-inference-examples.md Added!! (history)
observability.md Added!! (history)
planning.md Added!! (history)
prompt-flow.md Added!! (history)
rbac-foundry.md Added!! (history)
resource-types.md Added!! (history)
retrieval-augmented-generation.md Added!! (history)
safety-evaluations-transparency-note.md Added!! (history)
vulnerability-management.md Added!! (history)
quotas-limits.md Added!! (history)
supported-languages.md Added!! (history)
whats-new-model-router.md Added!! (history)
foundry-status-dashboard-documentation.md Added!! (history)
access-on-premises-resources.md Added!! (history)
add-foundry-to-network-security-perimeter.md Added!! (history)
agent-service-disaster-recovery.md Added!! (history)
agent-service-operator-disaster-recovery.md Added!! (history)
agent-service-platform-disaster-recovery.md Added!! (history)
azure-policy.md Added!! (history)
benchmark-model-in-catalog.md Added!! (history)
bring-your-own-azure-storage-foundry.md Added!! (history)
bring-your-own-azure-storage-speech-language-services.md Added!! (history)
built-in-policy-model-deployment.md Added!! (history)
concept-data-privacy.md Added!! (history)
configure-managed-network.md Added!! (history)
configure-private-link.md Added!! (history)
connections-add.md Added!! (history)
continuous-evaluation-agents.md Added!! (history)
costs-plan-manage.md Added!! (history)
create-azure-ai-hub-template.md Added!! (history)
create-azure-ai-resource.md Added!! (history)
create-hub-terraform.md Added!! (history)
create-manage-compute-session.md Added!! (history)
create-manage-compute.md Added!! (history)
create-projects.md Added!! (history)
create-resource-template.md Added!! (history)
create-resource-terraform.md Added!! (history)
create-secure-ai-hub.md Added!! (history)
custom-policy-definition.md Added!! (history)
data-add.md Added!! (history)
deploy-models-managed-pay-go.md Added!! (history)
deploy-models-managed.md Added!! (history)
deploy-models-serverless-availability.md Added!! (history)
deploy-models-serverless-connect.md Added!! (history)
deploy-models-serverless.md Added!! (history)
disable-local-auth.md Added!! (history)
disable-preview-features.md Added!! (history)
evaluate-generative-ai-app.md Added!! (history)
evaluate-results.md Added!! (history)
evaluation-azure-devops.md Added!! (history)
evaluation-github-action.md Added!! (history)
evaluations-storage-account.md Added!! (history)
fine-tune-managed-compute.md Added!! (history)
fine-tune-serverless.md Added!! (history)
flow-bulk-test-evaluation.md Added!! (history)
flow-deploy.md Added!! (history)
flow-develop-evaluation.md Added!! (history)
flow-develop.md Added!! (history)
flow-process-image.md Added!! (history)
flow-tune-prompts-using-variants.md Added!! (history)
high-availability-resiliency.md Added!! (history)
hub-configure-private-link.md Added!! (history)
hub-connections-add.md Added!! (history)
hub-create-projects.md Added!! (history)
hub-disaster-recovery.md Added!! (history)
hub-quota.md Added!! (history)
index-add.md Added!! (history)
integrate-with-other-apps.md Added!! (history)
managed-virtual-network.md Added!! (history)
migrate-project.md Added!! (history)
model-deployment-policy.md Added!! (history)
model-inference-to-openai-migration.md Added!! (history)
monitor-applications.md Added!! (history)
monitor-quality-safety.md Added!! (history)
prompt-flow-troubleshoot.md Added!! (history)
quota.md Added!! (history)
secure-data-playground.md Added!! (history)
set-up-key-vault-connection.md Added!! (history)
troubleshoot-deploy-and-monitor.md Added!! (history)
troubleshoot-secure-connection-project.md Added!! (history)
upgrade-azure-openai.md Added!! (history)
use-image-models.md Added!! (history)
agent-v1-switch.md Added!! (history)
agent-v2-switch.md Added!! (history)
assign-rbac.md Added!! (history)
azure-subscription.md Added!! (history)
chat-with-data.md Added!! (history)
classic-banner.md Added!! (history)
classic-link.md Added!! (history)
classic-sign-in.md Added!! (history)
clean-up-resources.md Added!! (history)
content-safety-harm-categories.md Added!! (history)
content-safety-serverless-models.md Added!! (history)
create-content-filter.md Added!! (history)
create-env-file-tutorial.md Added!! (history)
create-hub-project-simple.md Added!! (history)
create-hub-project.md Added!! (history)
create-project-access.md Added!! (history)
create-project-cli.md Added!! (history)
create-second-fdp-project.md Added!! (history)
dependent-resources.md Added!! (history)
deploy-model.md Added!! (history)
deploy-models-to-foundry-resources.md Added!! (history)
development-environment-config.md Added!! (history)
evaluation-github-action-azure-devops-features.md Added!! (history)
evaluation-preview-classic.md Added!! (history)
evaluation-preview.md Added!! (history)
evaluations-agent-playground-classic.md Added!! (history)
fdp-backward-compatibility-azure-openai.md Added!! (history)
fdp-description.md Added!! (history)
fdp-project-name.md Added!! (history)
feature-preview.md Added!! (history)
find-endpoint.md Added!! (history)
find-region.md Added!! (history)
first-run-experience-classic.md Added!! (history)
foundry-link.md Added!! (history)
foundry-portals.md Added!! (history)
foundry-sign-in.md Added!! (history)
health-ai-models-meddev-disclaimer.md Added!! (history)
hub-description.md Added!! (history)
hub-only-prereq.md Added!! (history)
hub-project-name.md Added!! (history)
hub-resource-provider-kinds.md Added!! (history)
install-cli.md Added!! (history)
install-csharp-packages.md Added!! (history)
install-csharp.md Added!! (history)
install-java.md Added!! (history)
install-python.md Added!! (history)
migrate-model-inference-to-v1-openai.md Added!! (history)
models-preview.md Added!! (history)
open-catalog.md Added!! (history)
quickstart-v2-agent-chat.md Added!! (history)
quickstart-v2-chat.md Added!! (history)
quickstart-v2-create-agent.md Added!! (history)
quickstart-v2-get-code.md Added!! (history)
quickstart-v2-install.md Added!! (history)
rbac-assign-roles.md Added!! (history)
rbac-create.md Added!! (history)
region-availability-maas.md Added!! (history)
resource-provider-kinds.md Added!! (history)
set-endpoint.md Added!! (history)
tip-left-pane.md Added!! (history)
use-blocklists.md Added!! (history)
uses-fdp-only.md Added!! (history)
uses-hub-only-alt.md Added!! (history)
uses-hub-only.md Added!! (history)
version-banner.md Added!! (history)
version-sign-in.md Added!! (history)
view-ai-red-teaming-results.md Added!! (history)
api-version-lifecycle.md Added!! (history)
audio-completions-quickstart.md Added!! (history)
authoring-reference-preview.md Added!! (history)
azure-government.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
latest.md Added!! (history)
monitor-openai-reference.md Added!! (history)
quotas-limits.md Added!! (history)
realtime-audio-reference-ga.md Added!! (history)
realtime-audio-reference.md Added!! (history)
reference-preview-latest.md Added!! (history)
reference-preview.md Added!! (history)
reference.md Added!! (history)
supported-languages.md Added!! (history)
text-to-speech-quickstart.md Added!! (history)
whats-new.md Added!! (history)
whisper-quickstart.md Added!! (history)
get-started-code.md Added!! (history)
get-started-playground.md Added!! (history)
hub-get-started-code.md Added!! (history)
foundry-known-issues.md Added!! (history)
foundry-project.md Added!! (history)
region-support.md Added!! (history)
responsible-use-of-ai-overview.md Added!! (history)
copilot-sdk-build-rag.md Added!! (history)
copilot-sdk-create-resources.md Added!! (history)
copilot-sdk-evaluate.md Added!! (history)
deploy-chat-web-app.md Added!! (history)
screen-reader.md Added!! (history)
what-is-foundry.md Added!! (history)
whats-new-foundry.md Added!! (history)

foundry-local

foundry-local-architecture.md Added!! (history)
get-started.md Added!! (history)
how-to-chat-application-with-open-web-ui.md Added!! (history)
how-to-compile-hugging-face-models.md Added!! (history)
how-to-integrate-with-inference-sdks.md Added!! (history)
how-to-transcribe-audio.md Added!! (history)
how-to-use-langchain-with-foundry-local.md Added!! (history)
how-to-use-native-chat-completions.md Added!! (history)
how-to-use-tool-calling-with-foundry-local.md Added!! (history)
csharp-project-setup.md Added!! (history)
foundry-local-preview.md Added!! (history)
reference-best-practice.md Added!! (history)
reference-catalog-api.md Added!! (history)
reference-cli.md Added!! (history)
reference-rest.md Added!! (history)
reference-sdk.md Added!! (history)
windows-server-frequently-asked-questions.md Added!! (history)
what-is-foundry-local.md Added!! (history)

healthcare-apis

iot-edge

iot-operations

lab-services

concept-migrating-physical-labs.md (history)

logic-apps

logic-apps-enterprise-integration-xml-parse.md (history)

machine-learning

redis

how-to-import-export-data.md (history)

search

security

sentinel

connect-google-cloud-platform.md (history)

service-health

service-health-portal-update.md (history)

spring-apps

how-to-elastic-diagnostic-settings.md (history)

storage

storage-mover

cloud-to-cloud-private-network-configs.md Added!! (history)

stream-analytics

write-to-delta-lake.md (history)

synapse-analytics

sql-data-warehouse-workload-isolation.md (history)

vpn-gateway

vpn-gateway-about-skus-legacy.md (history)