Link rot report¶

Every dead external link found on 2026-09-17/18 is now repaired: 783 URLs. Updated 2026-09-18. This page is the record of what each one was replaced with, so a replacement that looks wrong can be traced and corrected.

What happened¶

The external link check in link-check.yml had never run (see CHANGELOG 2026-09-17). Once it did, sweeps on 2026-09-17 and 2026-09-18 checked every one of the 8,500+ unique external URLs in the tree for three kinds of death, not just one:

Hard 404 - the vendor says the page is gone.
Soft 404 - the server answers 200 but the page says "not found". No status-code checker can see these, lychee included. Mostly IBM Cloud docs.
Deep link lost to a redirect - the URL now forwards to a homepage, search page or login wall, so the reader lands somewhere that is not the cited page.

That found 783 dead URLs, repaired in three passes:

303 URLs (449 citations) had an obvious successor: the same page at a new address, found in the vendor's own navigation, sitemaps or search.
37 moved links (87 citations) pointed at dead hosts with a known new home (home.pearsonvue.com, spec.modelcontextprotocol.io, forsetisecurity.org) or only worked through a redirect (AWS doc indexes, product renames such as Vertex AI's).
The last 480 URLs (574 citations), whose pages were removed outright, were repaired by hand on 2026-09-18. For each one the link text was read and the closest live page covering the same subject was chosen: the renamed or merged page where one exists (Azure OpenAI into Microsoft Foundry, Cloud DLP into Sensitive Data Protection, Dataproc into Managed Service for Apache Spark, LUIS into conversational language understanding), otherwise the nearest page on the same topic in the same product's docs.

Every replacement was fetched and returned 200 on a page whose title matches the citation, with no redirect to a homepage. Candidates were chosen by reading them, never by a similarity score alone: scores kept matching the wrong product (Open Catalog for Snowflake, Cassandra for Cosmos DB NoSQL, a different Catalyst switch), and every one of those was rejected.

Three kinds of replacement to know about¶

Retired products point at their successor, and the link text still names the old product. Where the surrounding notes describe the retired product in detail, the content needs revising, not just the link. Examples: QLDB, OpsWorks, LUIS, PaLM, Watson Language Translator and Visual Recognition, Cloud Foundry on IBM Cloud, the AWS Data Analytics and SAP specialty exams.
6 links point at a pinned Internet Archive snapshot because the product is retired with no successor that covers the cited concept (Amazon QLDB's journal, verification and PartiQL reference; AWS redirects all QLDB docs to Aurora). Snapshots never change, so web.archive.org is excluded from the weekly link check.
The author's own blog post (patrickwiloak.com/blog/aws-certification-study-framework-...) was removed with the blog on 2026-09-05, so its two README mentions were dropped and the site footer now links to the homepage.

URLs are written as code rather than links so the link checker does not report this file back to itself.

Retired products pointed at their successor¶

Where the vendor retired a product and names an official successor, the citation now points at the successor's docs, although the link text still names the old product. If the surrounding content describes the retired product in detail, the content needs revising, not just the link.

https://cloud.ibm.com/docs/Db2onCloud -> https://cloud.ibm.com/docs/db2-saas
https://cloud.ibm.com/docs/activity-tracker -> https://cloud.ibm.com/docs/atracker
https://cloud.ibm.com/docs/activity-tracker?topic=activity-tracker-cloud_services -> https://cloud.ibm.com/docs/atracker
https://cloud.ibm.com/docs/billing-usage -> https://cloud.ibm.com/docs/account?topic=account-costs
https://cloud.ibm.com/docs/billing-usage?topic=billing-usage-cost -> https://cloud.ibm.com/docs/account?topic=account-costs
https://cloud.ibm.com/docs/billing-usage?topic=billing-usage-spending -> https://cloud.ibm.com/docs/account?topic=account-costs
https://cloud.ibm.com/docs/billing-usage?topic=billing-usage-viewingusage -> https://cloud.ibm.com/docs/account?topic=account-costs
https://cloud.ibm.com/docs/certificate-manager -> https://cloud.ibm.com/docs/secrets-manager
https://cloud.ibm.com/docs/certificate-manager?topic=certificate-manager-about-certificate-manager -> https://cloud.ibm.com/docs/secrets-manager
https://cloud.ibm.com/docs/cloud-backup -> https://cloud.ibm.com/docs/backup-recovery
https://cloud.ibm.com/docs/discovery -> https://cloud.ibm.com/docs/discovery-data
https://cloud.ibm.com/docs/log-analysis -> https://cloud.ibm.com/docs/cloud-logs
https://cloud.ibm.com/docs/log-analysis?topic=log-analysis-getting-started -> https://cloud.ibm.com/docs/cloud-logs
https://cloud.ibm.com/docs/openwhisk -> https://cloud.ibm.com/docs/codeengine
https://cloud.ibm.com/docs/openwhisk?topic=openwhisk-getting-started -> https://cloud.ibm.com/docs/codeengine

Follow-up repairs 2026-10-15¶

New rot since the 09-18 sweep: 32 URLs (29 found on 2026-10-02 from issue #7, 3 more in the 2026-10-15 lychee report - Database Migration Service and the Cloud Foundation Toolkit page; professional-cloud-architect was already fixed on 2026-10-14). Same method: every URL re-checked with a browser user agent (all 32 still 404), each replacement fetched and title-checked (200, matching title, no homepage redirect). docs.redhat.com answers 403 to plain curl (bot wall, which lychee accepts) and 200 with the right title to browser headers. The 44 cloud.ibm.com "404"s in the same report answer 200 to a browser and were left alone.

https://aws.amazon.com/research/quantum-computing/ -> https://www.amazon.science/tag/aws-center-for-quantum-computing
https://cloud.google.com/architecture/migration-to-gcp-building-your-foundation -> https://docs.cloud.google.com/architecture/migration-to-google-cloud-building-your-foundation
https://cloud.google.com/architecture/migration-to-gcp-optimizing-your-environment -> https://docs.cloud.google.com/architecture/migration-to-google-cloud-optimizing-your-environment
https://cloud.google.com/architecture/migration-to-gcp-transferring-your-large-datasets -> https://docs.cloud.google.com/architecture/migration-to-google-cloud-transferring-your-large-datasets
https://cloud.google.com/certification/guides/cloud-developer -> https://cloud.google.com/learn/certification/cloud-developer
https://cloud.google.com/certification/guides/cloud-network-engineer -> https://cloud.google.com/learn/certification/cloud-network-engineer
https://cloud.google.com/learn/certification/guides/cloud-devops-engineer -> https://cloud.google.com/learn/certification/cloud-devops-engineer
https://cloud.google.com/database-migration/docs/mysql/concepts -> https://docs.cloud.google.com/database-migration/docs/mysql/migration-types
https://cloud.google.com/database-migration/docs/mysql/configure-connectivity -> https://docs.cloud.google.com/database-migration/docs/mysql/create-migration-job (setup citation) and .../networking-methods (connectivity citation)
https://cloud.google.com/docs/terraform/blueprints/terraform-blueprint-factory -> https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints
https://developer.hashicorp.com/terraform/tutorials/certification-associate-tutorials-003 -> https://developer.hashicorp.com/terraform/tutorials/certification-004
https://docs.aws.amazon.com/ecr/latest/userguide/ -> https://docs.aws.amazon.com/AmazonECR/latest/userguide/what-is-ecr.html
https://docs.aws.amazon.com/ecs/latest/developerguide/ -> https://docs.aws.amazon.com/AmazonECS/latest/developerguide/Welcome.html
https://docs.aws.amazon.com/sqs/latest/dg/ -> https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/welcome.html
https://docs.aws.amazon.com/migrationevaluator/latest/userguide/what-is-me.html -> https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-tools/discovery-migration-evaluator.html
https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-guide/welcome.html -> https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-guide/introduction.html
https://docs.aws.amazon.com/whitepapers/latest/pci-dss-scoping-on-aws/pci-dss-scoping-on-aws.html -> https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-security-reference-architecture-pci-data-security-standard-dss/introduction.html
https://docs.openshift.com/container-platform/4.14/welcome/index.html -> https://docs.redhat.com/en/documentation/openshift_container_platform/4.14
https://docs.openshift.com/container-platform/latest/cli_reference/openshift_cli/getting-started-cli.html -> https://docs.redhat.com/en/documentation/openshift_container_platform/latest/html/cli_tools/openshift-cli-oc
https://docs.pennylane.ai/projects/braket/ -> https://amazon-braket-pennylane-plugin-python.readthedocs.io/en/stable/
https://genai.owasp.org/llmrisk/llm03-supply-chain/ -> https://genai.owasp.org/llmrisk/llm032025-supply-chain/
https://genai.owasp.org/llmrisk/llm06-excessive-agency/ -> https://genai.owasp.org/llmrisk/llm062025-excessive-agency/
https://github.com/FinOps-Foundation/FOCUS_Spec -> https://github.com/FinOps-Open-Cost-and-Usage-Spec/FOCUS_Spec
https://github.com/IBM/node-sdk-core/tree/main/examples -> https://github.com/IBM/node-sdk-core (examples tree removed; link text now "SDK Core")
https://github.com/IBM/python-sdk-core/tree/main/examples -> https://github.com/IBM/python-sdk-core (same)
https://litmuschaos.io/docs -> https://docs.litmuschaos.io/
https://microsoftlearning.github.io/AZ500-AzureSecurityTechnologies/ -> https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/az-500 (lab repo retired, no successor; text says so)
https://training.linuxfoundation.org/certification/argo-project-associate-apa/ -> https://training.linuxfoundation.org/certification/certified-argo-project-associate-capa/ (renamed CAPA; heading updated)
https://www.finops.org/certifications/ -> https://learn.finops.org/
https://www.finops.org/topics/sustainability/ -> https://www.finops.org/wg/sustainability/
https://www.isaca.org/credentialing/how-to-maintain-your-certification -> https://www.isaca.org/credentialing/how-to-earn-cpe
https://www.isc2.org/certifications/ccsp/ccsp-exam-outline -> https://www.isc2.org/certifications/ccsp/ccsp-certification-exam-outline

Replacements made on 2026-09-18, by vendor¶

Vendor	URLs
`cloud.google.com`	157
`learn.microsoft.com`	89
`docs.oracle.com`	58
`cloud.ibm.com`	25
`docs.aws.amazon.com`	14
`aws.amazon.com`	12
`docs.microsoft.com`	11
`docs.nvidia.com`	11
`developer.ibm.com`	9
`docs.databricks.com`	8
`explore.skillbuilder.aws`	8
`support.google.com`	8
`www.ibm.com`	6
`kubernetes.io`	5
`developer.nvidia.com`	4
`query.prod.cms.rt.microsoft.com`	3
`trailhead.salesforce.com`	3
`www.finops.org`	3
`docs.google.com`	2
`github.com`	2
`sre.google`	2
`techdocs.broadcom.com`	2
`www.cisco.com`	2
`www.coursera.org`	2
`www.mongodb.com`	2
`www.offsec.com`	2
`www.oracle.com`	2
`architect.salesforce.com`	1
`atlas.mitre.org`	1
`bit.ly`	1
`community.oracle.com`	1
`csrc.nist.gov`	1
`developer.hashicorp.com`	1
`docs.confluent.io`	1
`docs.github.com`	1
`docs.linuxfoundation.org`	1
`docs.paloaltonetworks.com`	1
`docs.sigstore.dev`	1
`falco.org`	1
`ibm-cloud.ideas.aha.io`	1
`learn.finops.org`	1
`nvidia.github.io`	1
`parquet.apache.org`	1
`patrickwiloak.com`	1
`resources.github.com`	1
`terraform-community-slack.herokuapp.com`	1
`www.cloudskillsboost.google`	1
`www.comptia.org`	1
`www.googlecloudcommunity.com`	1
`www.isaca.org`	1
`www.linux-pam.org`	1
`www.paloaltonetworks.com`	1
`www.professormesser.com`	1
`www.vmug.com`	1
`www.vmware.com`	1

cloud.google.com (157)¶

https://cloud.google.com/architecture/microservices-architecture-on-gcp
Now: https://cloud.google.com/learn/what-is-microservices-architecture
https://cloud.google.com/architecture/data-engineering
Now: https://docs.cloud.google.com/architecture/big-data-analytics
https://cloud.google.com/architecture/incident-response
Now: https://docs.cloud.google.com/docs/security/incident-response
https://cloud.google.com/automl/docs
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning
https://cloud.google.com/bigquery/docs/best-practices-security
Now: https://docs.cloud.google.com/bigquery/docs/data-governance
https://cloud.google.com/bigtable/docs/storage-model
Now: https://docs.cloud.google.com/bigtable/docs/overview
https://cloud.google.com/build/docs/automating-builds/bitbucket/build-repos-from-bitbucket
Now: https://docs.cloud.google.com/build/docs/automating-builds/bitbucket/connect-repo-bitbucket-cloud
https://cloud.google.com/dlp/docs/dlp-overview
Now: https://docs.cloud.google.com/sensitive-data-protection/docs/sensitive-data-protection-overview
https://cloud.google.com/sql/docs/postgres/security
Now: https://docs.cloud.google.com/sql/docs/postgres/best-practices
https://cloud.google.com/alloydb/docs/cluster-manage
Now: https://docs.cloud.google.com/alloydb/docs/cluster-list
https://cloud.google.com/alloydb/docs/cross-region-replication/overview
Now: https://docs.cloud.google.com/alloydb/docs/cross-region-replication/about-cross-region-replication
https://cloud.google.com/alloydb/docs/migration/overview
Now: https://docs.cloud.google.com/alloydb/docs/migration-overview
https://cloud.google.com/alloydb/docs/overview/choose-alloydb
Now: https://docs.cloud.google.com/alloydb/docs/overview
https://cloud.google.com/appengine/docs/standard/managing-app-versions
Now: https://docs.cloud.google.com/appengine/docs/standard/how-instances-are-managed
https://cloud.google.com/architecture/analyzing-memory-of-compromised-instance
Now: https://docs.cloud.google.com/docs/security/incident-response
https://cloud.google.com/architecture/analyzing-social-media-sentiment-using-google-cloud
Now: https://docs.cloud.google.com/natural-language/docs/analyzing-sentiment
https://cloud.google.com/architecture/application-modernization
Now: https://cloud.google.com/solutions/application-modernization
https://cloud.google.com/architecture/application-modernization-legacy-to-gcp
Now: https://cloud.google.com/learn/what-is-microservices-architecture
https://cloud.google.com/architecture/best-practices-compute-engine-region-selection
Now: https://docs.cloud.google.com/docs/geography-and-regions
https://cloud.google.com/architecture/best-practices-for-cloud-databases
Now: https://docs.cloud.google.com/architecture/framework/performance-optimization
https://cloud.google.com/architecture/best-practices-for-data-analytics
Now: https://docs.cloud.google.com/architecture/framework/performance-optimization
https://cloud.google.com/architecture/best-practices-for-optimizing-network-performance
Now: https://docs.cloud.google.com/architecture/best-practices-vpc-design
https://cloud.google.com/architecture/best-practices-for-troubleshooting-networks
Now: https://docs.cloud.google.com/network-intelligence-center/docs/connectivity-tests/concepts/overview
https://cloud.google.com/architecture/building-event-driven-systems
Now: https://docs.cloud.google.com/eventarc/docs/event-driven-architectures
https://cloud.google.com/architecture/building-real-time-data-pipelines
Now: https://docs.cloud.google.com/dataflow/docs/concepts/streaming-pipelines
https://cloud.google.com/architecture/chaos-engineering
Now: https://docs.cloud.google.com/architecture/framework/reliability/perform-testing-for-recovery-from-failures
https://cloud.google.com/architecture/cloud-sql-or-spanner
Now: https://docs.cloud.google.com/docs/databases
https://cloud.google.com/architecture/continuous-delivery-with-argocd-and-gke
Now: https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/concepts/gitops-best-practices
https://cloud.google.com/architecture/continuous-validation-gke
Now: https://docs.cloud.google.com/architecture/framework/operational-excellence
https://cloud.google.com/architecture/data-governance
Now: https://docs.cloud.google.com/dataplex/docs/introduction
https://cloud.google.com/architecture/data-governance-on-google-cloud
Now: https://cloud.google.com/learn/what-is-data-governance
https://cloud.google.com/architecture/data-localization
Now: https://docs.cloud.google.com/assured-workloads/docs/data-residency
https://cloud.google.com/architecture/database-best-practices
Now: https://docs.cloud.google.com/architecture/framework/performance-optimization
https://cloud.google.com/architecture/database-selection-overview
Now: https://docs.cloud.google.com/architecture/databases
https://cloud.google.com/architecture/deploy-workloads-multiple-regions-services
Now: https://docs.cloud.google.com/architecture/deployment-archetypes/multiregional
https://cloud.google.com/architecture/designing-data-validation-pipelines
Now: https://docs.cloud.google.com/dataplex/docs/auto-data-quality-overview
https://cloud.google.com/architecture/event-driven-architecture
Now: https://docs.cloud.google.com/eventarc/docs/overview
https://cloud.google.com/architecture/forensic-analysis-with-disk-snapshots
Now: https://docs.cloud.google.com/compute/docs/disks/create-snapshots
https://cloud.google.com/architecture/framework/cost-optimization/tco
Now: https://docs.cloud.google.com/architecture/framework/cost-optimization
https://cloud.google.com/architecture/framework/design-decisions
Now: https://docs.cloud.google.com/architecture/framework
https://cloud.google.com/architecture/framework/performance-optimization/test-performance
Now: https://docs.cloud.google.com/architecture/framework/performance-optimization
https://cloud.google.com/architecture/framework/reliability/testing-resilience
Now: https://docs.cloud.google.com/architecture/framework/reliability/perform-testing-for-recovery-from-failures
https://cloud.google.com/architecture/framework/system-design/documentation
Now: https://docs.cloud.google.com/architecture/framework/operational-excellence
https://cloud.google.com/architecture/gaming
Now: https://cloud.google.com/solutions/games
https://cloud.google.com/architecture/hub-and-spoke-network-architecture
Now: https://docs.cloud.google.com/architecture/deploy-hub-spoke-vpc-network-topology
https://cloud.google.com/architecture/hybrid-and-multi-cloud-data-processing-patterns
Now: https://docs.cloud.google.com/architecture/hybrid-multicloud-patterns-and-practices
https://cloud.google.com/architecture/hybrid-connectivity
Now: https://docs.cloud.google.com/architecture/hybrid-multicloud-secure-networking-patterns
https://cloud.google.com/architecture/managing-data-consistency-microservices-two-phase-commit
Now: https://cloud.google.com/learn/what-is-microservices-architecture
https://cloud.google.com/architecture/microservices-architecture-on-gcp#circuit_breakers
Now: https://cloud.google.com/learn/what-is-microservices-architecture
https://cloud.google.com/architecture/microservices-architecture-on-google-cloud
Now: https://cloud.google.com/learn/what-is-microservices-architecture
https://cloud.google.com/architecture/migrating-mysql-to-cloudsql-concept
Now: https://docs.cloud.google.com/architecture/database-migration-concepts-principles-part-1
https://cloud.google.com/architecture/migrating-mysql-to-cloudsql-overview
Now: https://docs.cloud.google.com/database-migration/docs/mysql/migration-src-and-dest
https://cloud.google.com/architecture/ml-fairness
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/evaluation/intro-evaluation-fairness
https://cloud.google.com/architecture/ml-inference-serving-patterns
Now: https://docs.cloud.google.com/dataflow/docs/machine-learning
https://cloud.google.com/architecture/networking-patterns
Now: https://docs.cloud.google.com/architecture/hybrid-multicloud-secure-networking-patterns
https://cloud.google.com/architecture/orchestrating-ml-workflows-with-cloud-composer
Now: https://docs.cloud.google.com/composer/docs/composer-3/composer-overview
https://cloud.google.com/architecture/patterns/shared-vpc-architecture-patterns
Now: https://docs.cloud.google.com/vpc/docs/shared-vpc
https://cloud.google.com/architecture/privacy-preserving-machine-learning
Now: https://docs.cloud.google.com/architecture/framework/security/meet-regulatory-compliance-and-privacy-needs
https://cloud.google.com/architecture/stream-analytics
Now: https://cloud.google.com/solutions/stream-analytics
https://cloud.google.com/architecture/streaming-analytics
Now: https://cloud.google.com/solutions/stream-analytics
https://cloud.google.com/architecture/three-tier-web-app-deployment
Now: https://docs.cloud.google.com/architecture/web-serving-overview
https://cloud.google.com/architecture/zero-trust-architecture
Now: https://docs.cloud.google.com/architecture/framework/security/implement-zero-trust
https://cloud.google.com/armor/docs/preview-security-policy-rules
Now: https://docs.cloud.google.com/armor/docs/security-policy-overview
https://cloud.google.com/artifact-registry/docs/security
Now: https://docs.cloud.google.com/artifact-registry/docs/access-control
https://cloud.google.com/assured-workloads/docs/monitor-workloads
Now: https://docs.cloud.google.com/assured-workloads/docs/monitor-folder
https://cloud.google.com/assured-workloads/docs/sovereign-controls
Now: https://docs.cloud.google.com/assured-workloads/docs/overview
https://cloud.google.com/beyondcorp-enterprise/docs/design-guide
Now: https://docs.cloud.google.com/chrome-enterprise-premium/docs/overview
https://cloud.google.com/beyondcorp-enterprise/docs/securing-resources-with-access-levels
Now: https://docs.cloud.google.com/access-context-manager/docs/overview
https://cloud.google.com/bigquery-ml/docs/model-types
Now: https://docs.cloud.google.com/bigquery/docs/bqml-introduction
https://cloud.google.com/bigquery/docs/row-level-security
Now: https://docs.cloud.google.com/bigquery/docs/row-level-security-intro
https://cloud.google.com/bigquery/docs/security-overview
Now: https://docs.cloud.google.com/bigquery/docs/data-governance
https://cloud.google.com/bigtable/docs/bulk-loading
Now: https://docs.cloud.google.com/bigtable/docs/import-export
https://cloud.google.com/bigtable/docs/choosing-between-bigtable-and-other-databases
Now: https://docs.cloud.google.com/bigtable/docs/overview
https://cloud.google.com/bigtable/docs/disaster-recovery-planning
Now: https://docs.cloud.google.com/bigtable/docs/replication-overview
https://cloud.google.com/build/docs/configuring-builds/run-parallel-builds
Now: https://docs.cloud.google.com/build/docs/configuring-builds/configure-build-step-order
https://cloud.google.com/build/docs/optimize-builds/docker-best-practices
Now: https://docs.cloud.google.com/build/docs/optimize-builds/speeding-up-builds
https://cloud.google.com/build/docs/optimize-builds/general-best-practices
Now: https://docs.cloud.google.com/build/docs/optimize-builds/speeding-up-builds
https://cloud.google.com/compute/docs/monitoring
Now: https://docs.cloud.google.com/compute/docs/instances/observe-monitor-vms
https://cloud.google.com/compute/docs/security#compromised_instance
Now: https://docs.cloud.google.com/security-command-center/docs/how-to-investigate-threats
https://cloud.google.com/data-fusion/docs/how-to/create-pipelines
Now: https://docs.cloud.google.com/data-fusion/docs/create-data-pipeline
https://cloud.google.com/dataflow/docs/concepts/side-inputs
Now: https://beam.apache.org/documentation/programming-guide/#side-inputs
https://cloud.google.com/dataflow/docs/guides/pipeline-performance
Now: https://docs.cloud.google.com/dataflow/docs/guides/troubleshooting-your-pipeline
https://cloud.google.com/dataplex/docs/data-governance
Now: https://docs.cloud.google.com/dataplex/docs/introduction
https://cloud.google.com/dataproc/docs/concepts/dataproc-best-practices
Now: https://docs.cloud.google.com/managed-spark/docs/guides/best-practices
https://cloud.google.com/dataproc/docs/concepts/dataproc-hub
Now: https://docs.cloud.google.com/managed-spark/docs/concepts/components/jupyter
https://cloud.google.com/deploy/docs/rollback-release
Now: https://docs.cloud.google.com/deploy/docs/roll-back
https://cloud.google.com/dlp/docs/best-practices
Now: https://docs.cloud.google.com/sensitive-data-protection/docs/sensitive-data-protection-overview
https://cloud.google.com/dlp/docs/concepts-findings
Now: https://docs.cloud.google.com/sensitive-data-protection/docs/concepts-infotypes
https://cloud.google.com/dlp/docs/overview
Now: https://docs.cloud.google.com/sensitive-data-protection/docs/sensitive-data-protection-overview
https://cloud.google.com/docs/troubleshooting
Now: https://docs.cloud.google.com/support/docs
https://cloud.google.com/firestore/docs/reference/data-types
Now: https://docs.cloud.google.com/firestore/native/docs/concepts/data-types
https://cloud.google.com/iam/docs/privileged-access-manager
Now: https://docs.cloud.google.com/iam/docs/pam-overview
https://cloud.google.com/iam/docs/separation-of-duties
Now: https://docs.cloud.google.com/iam/docs/using-iam-securely
https://cloud.google.com/identity/docs/concepts/overview-security
Now: https://docs.cloud.google.com/identity/docs/overview
https://cloud.google.com/identity/docs/how-to/manage-users
Now: https://knowledge.workspace.google.com/admin/users/add-an-account-for-a-new-user
https://cloud.google.com/identity/docs/how-to/setup-2sv
Now: https://knowledge.workspace.google.com/admin/security/protect-your-business-with-2-step-verification
https://cloud.google.com/kms/docs/key-versions
Now: https://docs.cloud.google.com/kms/docs/key-rotation
https://cloud.google.com/kubernetes-engine/docs/concepts/pod-security-standards
Now: https://docs.cloud.google.com/kubernetes-engine/docs/how-to/podsecurityadmission
https://cloud.google.com/kubernetes-engine/docs/how-to/binary-authorization
Now: https://docs.cloud.google.com/binary-authorization/docs/setting-up
https://cloud.google.com/kubernetes-engine/docs/how-to/debug-app
Now: https://docs.cloud.google.com/kubernetes-engine/docs/troubleshooting
https://cloud.google.com/kubernetes-engine/docs/how-to/fast-pod-autoscaling
Now: https://docs.cloud.google.com/kubernetes-engine/docs/how-to/image-streaming
https://cloud.google.com/kubernetes-engine/docs/how-to/optimizing-docker-images
Now: https://docs.cloud.google.com/kubernetes-engine/docs/how-to/image-streaming
https://cloud.google.com/kubernetes-engine/docs/tutorials/installing-helm
Now: https://helm.sh/docs/intro/install/
https://cloud.google.com/load-balancing/docs/https-load-balancer-with-cloud-armor
Now: https://docs.cloud.google.com/armor/docs/configure-security-policies
https://cloud.google.com/load-balancing/docs/outlier-detection
Now: https://docs.cloud.google.com/load-balancing/docs/https/traffic-management-global
https://cloud.google.com/load-balancing/docs/troubleshooting
Now: https://docs.cloud.google.com/load-balancing/docs/https/troubleshooting-ext-https-lbs
https://cloud.google.com/logging/docs/best-practices
Now: https://docs.cloud.google.com/logging/docs/overview
https://cloud.google.com/memorystore/docs/redis/maintenance
Now: https://docs.cloud.google.com/memorystore/docs/redis/about-maintenance
https://cloud.google.com/memorystore/docs/redis/use-cases
Now: https://docs.cloud.google.com/memorystore/docs/redis/memorystore-for-redis-overview
https://cloud.google.com/monitoring/best-practices
Now: https://docs.cloud.google.com/monitoring/docs/monitoring-overview
https://cloud.google.com/monitoring/docs/best-practices
Now: https://docs.cloud.google.com/monitoring/docs/monitoring-overview
https://cloud.google.com/pubsub/docs/best-practices
Now: https://docs.cloud.google.com/pubsub/docs/publish-best-practices
https://cloud.google.com/pubsub/docs/kafka-migration
Now: https://docs.cloud.google.com/managed-service-for-apache-kafka/docs/overview
https://cloud.google.com/resource-manager/docs/organization-policy/best-practices
Now: https://docs.cloud.google.com/organization-policy/overview
https://cloud.google.com/resource-manager/docs/organization-policy/restricting-external-ips
Now: https://docs.cloud.google.com/compute/docs/ip-addresses#restrict-ips
https://cloud.google.com/run/docs/best-practices
Now: https://docs.cloud.google.com/run/docs/tips/general
https://cloud.google.com/run/docs/configuring/services
Now: https://docs.cloud.google.com/run/docs/deploying
https://cloud.google.com/scheduler/docs/best-practices
Now: https://docs.cloud.google.com/scheduler/docs/overview
https://cloud.google.com/secret-manager/docs/managing-secret-labels
Now: https://docs.cloud.google.com/secret-manager/docs/secret-rotation
https://cloud.google.com/security-command-center/docs/concepts-asset-discovery
Now: https://docs.cloud.google.com/asset-inventory/docs/asset-inventory-overview
https://cloud.google.com/security-command-center/docs/concepts-attack-path-simulation
Now: https://docs.cloud.google.com/security-command-center/docs/attack-exposure-learn
https://cloud.google.com/security-command-center/docs/concepts-finding-types
Now: https://docs.cloud.google.com/security-command-center/docs/finding-classes
https://cloud.google.com/security-command-center/docs/concepts-security-risk-manager-overview
Now: https://docs.cloud.google.com/security-command-center/docs/security-command-center-overview
https://cloud.google.com/security-command-center/docs/export-findings-to-bigquery
Now: https://docs.cloud.google.com/security-command-center/docs/how-to-analyze-findings-in-big-query
https://cloud.google.com/security-command-center/docs/how-to-export-to-splunk
Now: https://docs.cloud.google.com/security-command-center/docs/how-to-configure-scc-splunk
https://cloud.google.com/security-command-center/docs/how-to-use-asset-discovery
Now: https://docs.cloud.google.com/asset-inventory/docs/asset-inventory-overview
https://cloud.google.com/security-command-center/docs/how-to-view-findings
Now: https://docs.cloud.google.com/security-command-center/docs/how-to-use-security-command-center
https://cloud.google.com/source-repositories/docs/branch-protection
Now: https://docs.cloud.google.com/secure-source-manager/docs/overview
https://cloud.google.com/spanner/docs/best-practice-list
Now: https://docs.cloud.google.com/spanner/docs/sql-best-practices
https://cloud.google.com/spanner/docs/security-overview
Now: https://docs.cloud.google.com/spanner/docs/iam
https://cloud.google.com/sql/docs/mysql/encryption
Now: https://docs.cloud.google.com/sql/docs/mysql/cmek
https://cloud.google.com/sql/docs/mysql/iam
Now: https://docs.cloud.google.com/sql/docs/mysql/iam-authentication
https://cloud.google.com/sql/docs/mysql/manage-failover
Now: https://docs.cloud.google.com/sql/docs/mysql/high-availability
https://cloud.google.com/sql/docs/mysql/monitoring
Now: https://docs.cloud.google.com/sql/docs/mysql/use-system-insights
https://cloud.google.com/sql/docs/mysql/pg-audit
Now: https://docs.cloud.google.com/sql/docs/mysql/use-db-audit
https://cloud.google.com/sql/docs/postgres/query-insights-overview
Now: https://docs.cloud.google.com/sql/docs/postgres/using-query-insights
https://cloud.google.com/stackdriver/docs/managed-prometheus/recording-rules
Now: https://docs.cloud.google.com/stackdriver/docs/managed-prometheus/rules-managed
https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/tutorials
Now: https://docs.cloud.google.com/stackdriver/docs/solutions/slo-monitoring
https://cloud.google.com/trace/docs/instrumenting
Now: https://docs.cloud.google.com/trace/docs/setup
https://cloud.google.com/trace/docs/trace-api
Now: https://docs.cloud.google.com/trace/docs/overview
https://cloud.google.com/traffic-director/docs/architecture
Now: https://docs.cloud.google.com/service-mesh/docs/overview
https://cloud.google.com/traffic-director/docs/traffic-director-load-balancing-with-proxyless-grpc
Now: https://docs.cloud.google.com/service-mesh/docs/overview
https://cloud.google.com/vertex-ai/docs/explainable-ai/what-if-tool
Now: https://docs.cloud.google.com/vertex-ai/docs/explainable-ai/overview
https://cloud.google.com/vertex-ai/docs/generative-ai/learn/best-practices
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/prompts/introduction-prompt-design
https://cloud.google.com/vertex-ai/docs/predictions/configure-traffic-split
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/general/deployment
https://cloud.google.com/vertex-ai/docs/predictions/cost-optimization
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/predictions
https://cloud.google.com/vertex-ai/docs/predictions/performance
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/predictions/configure-compute
https://cloud.google.com/vertex-ai/docs/tabular-data/clustering/overview
Now: https://docs.cloud.google.com/bigquery/docs/kmeans-tutorial
https://cloud.google.com/vertex-ai/docs/training/classification-metrics
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/tabular-data/classification-regression/evaluate-model
https://cloud.google.com/vertex-ai/docs/training/regression-metrics
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/tabular-data/classification-regression/evaluate-model
https://cloud.google.com/vertex-ai/docs/training/training-cost-optimization
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/training/configure-compute
https://cloud.google.com/vertex-ai/docs/training/transfer-learning
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/tuning
https://cloud.google.com/vertex-ai/docs/tutorials/object-detection-automl
Now: https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/image-data/object-detection/train-model
https://cloud.google.com/video-intelligence/docs/feature-list
Now: https://docs.cloud.google.com/video-intelligence/docs/features
https://cloud.google.com/vpc/docs/best-practices
Now: https://docs.cloud.google.com/architecture/best-practices-vpc-design
https://cloud.google.com/vpc/docs/ipv6
Now: https://docs.cloud.google.com/vpc/docs/subnets#ipv6-ranges
https://cloud.google.com/vpc/docs/troubleshooting
Now: https://docs.cloud.google.com/network-intelligence-center/docs/connectivity-tests/concepts/overview

learn.microsoft.com (89)¶

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Now: https://learn.microsoft.com/en-us/agent-framework/journey/llm-fundamentals
https://learn.microsoft.com/en-us/certifications/exams/dp-600/
Now: https://learn.microsoft.com/en-us/credentials/certifications/fabric-analytics-engineer-associate/
https://learn.microsoft.com/en-us/certifications/fabric-analytics-engineer-associate/
Now: https://learn.microsoft.com/en-us/credentials/certifications/fabric-analytics-engineer-associate/
https://learn.microsoft.com/en-us/azure/active-directory/app-proxy/application-proxy
Now: https://learn.microsoft.com/en-us/entra/identity/app-proxy/overview-what-is-app-proxy
https://learn.microsoft.com/en-us/azure/active-directory/managed-identities-azure-resources/how-to-configure-managed-identities
Now: https://learn.microsoft.com/en-us/entra/identity/managed-identities-azure-resources/how-to-configure-managed-identities
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Now: https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits
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Now: https://learn.microsoft.com/en-us/azure/ai-services/security-features
https://learn.microsoft.com/en-us/azure/ai-services/cognitive-services-private-link
Now: https://learn.microsoft.com/en-us/azure/ai-services/cognitive-services-virtual-networks
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Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/computer-vision/limited-access-identity
https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/overview-video-analysis
Now: https://learn.microsoft.com/en-us/azure/azure-video-indexer/video-indexer-overview
https://learn.microsoft.com/en-us/azure/ai-services/cost-management
Now: https://learn.microsoft.com/en-us/azure/foundry-classic/how-to/costs-plan-manage
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Now: https://learn.microsoft.com/en-us/azure/ai-services/language-service/conversational-language-understanding/concepts/best-practices
https://learn.microsoft.com/en-us/azure/ai-services/luis/concepts/features
Now: https://learn.microsoft.com/en-us/azure/ai-services/language-service/conversational-language-understanding/overview
https://learn.microsoft.com/en-us/azure/ai-services/luis/concepts/patterns
Now: https://learn.microsoft.com/en-us/azure/ai-services/language-service/conversational-language-understanding/overview
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Now: https://learn.microsoft.com/en-us/azure/ai-services/diagnostic-logging
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Now: https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/prompt-engineering
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Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/customer-copyright-commitment
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/dall-e-best-practices
Now: https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/dall-e
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/global-deployments
Now: https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/deployment-types
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/responsible-ai
Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/overview
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/transparency-note
Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/transparency-note
https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/retries
Now: https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits
https://learn.microsoft.com/en-us/azure/ai-services/openai/limited-access
Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/limited-access
https://learn.microsoft.com/en-us/azure/ai-services/transparency-note-overview
Now: https://learn.microsoft.com/en-us/azure/foundry/responsible-use-of-ai-overview
https://learn.microsoft.com/en-us/azure/ai-services/what-is-ai
Now: https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/
https://learn.microsoft.com/en-us/azure/ai-studio/how-to/prompt-flow
Now: https://learn.microsoft.com/en-us/azure/machine-learning/prompt-flow/overview-what-is-prompt-flow
https://learn.microsoft.com/en-us/azure/architecture/guide/multi-cloud/overview
Now: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/strategy
https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/enterprise-integration
Now: https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration
https://learn.microsoft.com/en-us/azure/azure-sql/database/connect-query-content
Now: https://learn.microsoft.com/en-us/azure/azure-sql/database/connectivity-settings
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Now: https://learn.microsoft.com/en-us/azure/azure-video-indexer/insights-overview
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/create-alerts
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-normalized-request-units
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/modeling-data
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/migrate
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/container-copy
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-overview
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-spark-connector
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-slow-request
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Now: https://learn.microsoft.com/en-us/cosmos-db/query/
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-query-sdk
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-introduction
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Now: https://learn.microsoft.com/en-us/azure/cost-management-billing/automate/automation-overview
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Now: https://learn.microsoft.com/en-us/azure/developer/terraform/overview
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Now: https://learn.microsoft.com/en-us/azure/devops/artifacts/concepts/best-practices
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Now: https://docs.sonarsource.com/sonarqube-cloud/getting-started/azure-devops
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Now: https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed
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Now: https://learn.microsoft.com/en-us/azure/firewall/overview
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Now: https://learn.microsoft.com/en-us/azure/machine-learning/concept-model-management-and-deployment
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Now: https://learn.microsoft.com/en-us/azure/machine-learning/how-to-schedule-pipeline-job
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Now: https://learn.microsoft.com/en-us/azure/search/retrieval-augmented-generation-overview
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Now: https://learn.microsoft.com/en-us/credentials/support/exam-duration-exam-experience
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Now: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-300
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Now: https://learn.microsoft.com/en-us/devops/operate/what-is-monitoring
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Now: https://learn.microsoft.com/en-us/fabric/data-engineering/lakehouse-notebook-explore
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Now: https://learn.microsoft.com/en-us/fabric/data-factory/pipeline-overview
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Now: https://learn.microsoft.com/en-us/fabric/data-science/machine-learning-experiment
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Now: https://learn.microsoft.com/en-us/fabric/data-science/machine-learning-model
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Now: https://learn.microsoft.com/en-us/power-platform/admin/admin-documentation
https://learn.microsoft.com/en-us/power-platform/developer/workshop
Now: https://learn.microsoft.com/en-us/training/powerplatform/
https://learn.microsoft.com/en-us/power-platform/guidance/adoption/citizen-development
Now: https://learn.microsoft.com/en-us/power-platform/guidance/adoption/methodology
https://learn.microsoft.com/en-us/power-platform/guidance/coe/naming-conventions
Now: https://learn.microsoft.com/en-us/power-platform/guidance/coe/overview
https://learn.microsoft.com/en-us/purview/privacy-management
Now: https://learn.microsoft.com/en-us/purview/purview-privacy
https://learn.microsoft.com/en-us/purview/privacy-management-subject-rights-requests
Now: https://learn.microsoft.com/en-us/compliance/regulatory/gdpr-dsr-azure
https://learn.microsoft.com/en-us/training/modules/evaluate-model-performance/
Now: https://learn.microsoft.com/en-us/training/modules/fundamentals-machine-learning/5-binary-classification
https://learn.microsoft.com/en-us/training/modules/introduction-to-ai/
Now: https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/

docs.oracle.com (58)¶

https://docs.oracle.com/en-us/iaas/Content/Database/Tasks/configuringdataguard.htm
Now: https://docs.oracle.com/en/cloud/paas/base-database/data-guard/index.html
https://docs.oracle.com/en-us/iaas/Content/Events/Reference/actiontypes.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Events/Concepts/eventsoverview.htm
https://docs.oracle.com/en-us/iaas/Content/KeyManagement/Tasks/managingkeys_topic-To_rotate_keys.htm
Now: https://docs.oracle.com/en-us/iaas/Content/KeyManagement/Tasks/managingkeys.htm
https://docs.oracle.com/en-us/iaas/Content/ai-services/home.htm
Now: https://docs.oracle.com/en-us/iaas/Content/services.htm
https://docs.oracle.com/en-us/iaas/Content/cloud-adoption-framework/overview.htm
Now: https://docs.oracle.com/en/solutions/oci-best-practices/
https://docs.oracle.com/en-us/iaas/Content/cloud-adoption-framework/well-architected-framework.htm
Now: https://docs.oracle.com/en/solutions/oci-best-practices/
https://docs.oracle.com/en-us/iaas/Content/APIGateway/Tasks/apigatewayusingoraclefunctions.htm
Now: https://docs.oracle.com/en-us/iaas/Content/APIGateway/Tasks/apigatewayusingfunctionsbackend.htm
https://docs.oracle.com/en-us/iaas/Content/Billing/Concepts/rightsizing.htm
Now: https://docs.oracle.com/en-us/iaas/Content/CloudAdvisor/Concepts/cloudadvisoroverview.htm
https://docs.oracle.com/en-us/iaas/Content/Compute/References/optimizingcompute.htm
Now: https://docs.oracle.com/en-us/iaas/Content/CloudAdvisor/Concepts/cloudadvisoroverview.htm
https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/cloudconfig.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/launchinginstance.htm
https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/copyingcustomimages.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/imageimportexport.htm
https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/monitoringinstancepools.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Compute/References/computemetrics.htm
https://docs.oracle.com/en-us/iaas/Content/ContEng/Tasks/contengupgradingk8sversion.htm
Now: https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengaboutupgradingclusters.htm
https://docs.oracle.com/en-us/iaas/Content/ContEng/Tasks/contengusinghelmwithoke.htm
Now: https://docs.oracle.com/en-us/iaas/Content/ContEng/home.htm
https://docs.oracle.com/en-us/iaas/Content/Database/Concepts/dg_performance.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Database/home.htm
https://docs.oracle.com/en-us/iaas/Content/Database/Concepts/dg_plus.htm
Now: https://docs.oracle.com/en/cloud/paas/base-database/data-guard/index.html
https://docs.oracle.com/en-us/iaas/Content/Database/Tasks/maintenance.htm
Now: https://docs.oracle.com/en/cloud/paas/base-database/about/index.html
https://docs.oracle.com/en-us/iaas/Content/Database/Tasks/patching.htm
Now: https://docs.oracle.com/en/cloud/paas/base-database/about/index.html
https://docs.oracle.com/en-us/iaas/Content/DisasterRecovery/Concepts/overview.htm
Now: https://docs.oracle.com/en-us/iaas/disaster-recovery/index.html
https://docs.oracle.com/en-us/iaas/Content/Events/Reference/eventtypes.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Events/Reference/eventsproducers.htm
https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsevents.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Functions/Concepts/functionsoverview.htm
https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsruntimes.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/languagessupportedbyfunctions.htm
https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionstuning.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionscustomizing.htm
https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsusingfncli.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsinstallfncli.htm
https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsusingociservices.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Functions/Tasks/functionsaccessingociresources.htm
https://docs.oracle.com/en-us/iaas/Content/General/Concepts/bestpractices.htm
Now: https://docs.oracle.com/en/solutions/oci-best-practices/
https://docs.oracle.com/en-us/iaas/Content/General/Reference/troubleshooting.htm
Now: https://docs.oracle.com/en-us/iaas/Content/home.htm
https://docs.oracle.com/en-us/iaas/Content/KeyManagement/Tasks/accessingsecrets.htm
Now: https://docs.oracle.com/en-us/iaas/Content/KeyManagement/Tasks/managingsecrets.htm
https://docs.oracle.com/en-us/iaas/Content/Logging/Concepts/service_connector_hub.htm
Now: https://docs.oracle.com/en-us/iaas/Content/connector-hub/overview.htm
https://docs.oracle.com/en-us/iaas/Content/Monitoring/Tasks/update-alarm-message.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Monitoring/Tasks/managingalarms.htm
https://docs.oracle.com/en-us/iaas/Content/Network/Concepts/networkingperformance.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Network/Concepts/overview.htm
https://docs.oracle.com/en-us/iaas/Content/Observability/home.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Monitoring/home.htm
https://docs.oracle.com/en-us/iaas/Content/Registry/Tasks/registryenablingimageimmutability.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Registry/Concepts/registryoverview.htm
https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/bestpractices.htm
Now: https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm
https://docs.oracle.com/en-us/iaas/Content/Security/Concepts/sharedresponsibility.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Security/Concepts/security_overview.htm
https://docs.oracle.com/en-us/iaas/Content/Security/Reference/security_architecture.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Security/Concepts/security_guide.htm
https://docs.oracle.com/en-us/iaas/Content/Tagging/Tasks/managingcosts.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Tagging/Concepts/taggingoverview.htm
https://docs.oracle.com/en-us/iaas/Content/Tagging/Tasks/usingcosttracking.htm
Now: https://docs.oracle.com/en-us/iaas/Content/Billing/Concepts/costanalysisoverview.htm
https://docs.oracle.com/en-us/iaas/Content/cloud-adoption-framework/migration-strategies.htm
Now: https://docs.oracle.com/en-us/iaas/Content/cloud-migration/home.htm
https://docs.oracle.com/en-us/iaas/Content/cloud-native/home.htm
Now: https://www.oracle.com/cloud/cloud-native/
https://docs.oracle.com/en-us/iaas/Content/cloud-native/microservices.htm
Now: https://docs.oracle.com/en/solutions/learn-architect-microservice/
https://docs.oracle.com/en-us/iaas/Content/devops/using/blue_green_strategy.htm
Now: https://docs.oracle.com/en-us/iaas/Content/devops/using/deploy_oke.htm
https://docs.oracle.com/en-us/iaas/Content/devops/using/canary_strategy.htm
Now: https://docs.oracle.com/en-us/iaas/Content/devops/using/deploy_oke.htm
https://docs.oracle.com/en-us/iaas/Content/devops/using/deploy_functions.htm
Now: https://docs.oracle.com/en-us/iaas/Content/devops/using/deploy_function.htm
https://docs.oracle.com/en-us/iaas/Content/devops/using/managing_branch_rules.htm
Now: https://docs.oracle.com/en-us/iaas/Content/devops/using/managing_coderepo.htm
https://docs.oracle.com/en-us/iaas/application-performance-monitoring/doc/configure-application-performance-monitoring.html
Now: https://docs.oracle.com/en-us/iaas/application-performance-monitoring/doc/deploy-apm-java-agent.html
https://docs.oracle.com/en-us/iaas/cloud-guard/using/part-detect.htm
Now: https://docs.oracle.com/en-us/iaas/Content/cloud-guard/using/detect-recipes.htm
https://docs.oracle.com/en-us/iaas/cloud-guard/using/part-respond.htm
Now: https://docs.oracle.com/en-us/iaas/Content/cloud-guard/using/respond-recipes.htm
https://docs.oracle.com/en-us/iaas/disaster-recovery/doc/understanding-dr-plans.html
Now: https://docs.oracle.com/en-us/iaas/disaster-recovery/doc/manage-dr-plans.html
https://docs.oracle.com/en-us/iaas/nosql-database/doc/using-sdks-and-tools.html
Now: https://docs.oracle.com/en/cloud/paas/nosql-cloud/
https://docs.oracle.com/en-us/iaas/nosql-database/doc/working-data.html
Now: https://docs.oracle.com/en/cloud/paas/nosql-cloud/mtiuc/
https://docs.oracle.com/en/cloud/paas/autonomous-database/adbsa/application-development-rest.html
Now: https://docs.oracle.com/en/cloud/paas/autonomous-database/serverless/adbsb/ords-rest.html
https://docs.oracle.com/en/cloud/paas/autonomous-database/adbsa/autonomous-performance-hub.html
Now: https://docs.oracle.com/en/cloud/paas/autonomous-database/serverless/adbsb/monitor-performance-intro.html
https://docs.oracle.com/en/cloud/paas/autonomous-database/adbsa/autonomous-scale.html
Now: https://docs.oracle.com/en/cloud/paas/autonomous-database/serverless/adbsb/autonomous-auto-scale.html
https://docs.oracle.com/en/cloud/paas/cloud-migration/
Now: https://docs.oracle.com/en-us/iaas/Content/cloud-migration/home.htm
https://docs.oracle.com/en/solutions/design-patterns/
Now: https://docs.oracle.com/solutions/
https://docs.oracle.com/en/solutions/hybrid-cloud-strategy/
Now: https://docs.oracle.com/en/solutions/learn-azure-oci-interconnect/
https://docs.oracle.com/en/solutions/multi-region-dr/
Now: https://docs.oracle.com/en/solutions/design-dr/

cloud.ibm.com (25)¶

https://cloud.ibm.com/docs/appconnect
Now: https://www.ibm.com/products/app-connect
https://cloud.ibm.com/docs/security-compliance
Now: https://cloud.ibm.com/docs/workload-protection
https://cloud.ibm.com/docs/language-translator
Now: https://dataplatform.cloud.ibm.com/docs/content/svc-welcome/wsl.html
https://cloud.ibm.com/docs/machine-learning
Now: https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/ml-overview.html
https://cloud.ibm.com/docs/mass-data-migration
Now: https://cloud.ibm.com/docs/cloud-object-storage?topic=cloud-object-storage-migrate
https://cloud.ibm.com/docs/watson-studio
Now: https://dataplatform.cloud.ibm.com/docs/content/svc-welcome/wsl.html
https://cloud.ibm.com/docs/Db2whc
Now: https://www.ibm.com/products/db2-warehouse
https://cloud.ibm.com/docs/ansible
Now: https://cloud.ibm.com/docs/schematics?topic=schematics-getting-started
https://cloud.ibm.com/docs/apps?topic=apps-create-deploy-app-cli
Now: https://cloud.ibm.com/docs/codeengine?topic=codeengine-getting-started
https://cloud.ibm.com/docs/cloud-foundry-public?topic=cloud-foundry-public-getting-started-java
Now: https://cloud.ibm.com/docs/codeengine?topic=codeengine-getting-started
https://cloud.ibm.com/docs/cloud-foundry-public?topic=cloud-foundry-public-getting-started-node
Now: https://cloud.ibm.com/docs/codeengine?topic=codeengine-getting-started
https://cloud.ibm.com/docs/cloud-foundry-public?topic=cloud-foundry-public-getting-started-python
Now: https://cloud.ibm.com/docs/codeengine?topic=codeengine-getting-started
https://cloud.ibm.com/docs/cloud-infrastructure?topic=cloud-infrastructure-compare-infra
Now: https://cloud.ibm.com/docs/overview?topic=overview-whatis-platform
https://cloud.ibm.com/docs/databases-cli-plugin
Now: https://cloud.ibm.com/docs/cloud-databases
https://cloud.ibm.com/docs/databases-for-cassandra
Now: https://cloud.ibm.com/docs/cloud-databases
https://cloud.ibm.com/docs/databases-for-etcd
Now: https://cloud.ibm.com/docs/cloud-databases
https://cloud.ibm.com/docs/directory-sync
Now: https://cloud.ibm.com/docs/account?topic=account-idp-integration
https://cloud.ibm.com/docs/go
Now: https://cloud.ibm.com/docs/codeengine?topic=codeengine-getting-started
https://cloud.ibm.com/docs/hp-virtual-servers
Now: https://cloud.ibm.com/docs/vpc?topic=vpc-about-se
https://cloud.ibm.com/docs/hyper-protect-dbaas-for-postgresql
Now: https://cloud.ibm.com/docs/databases-for-postgresql
https://cloud.ibm.com/docs/security-compliance?topic=security-compliance-best-practices
Now: https://cloud.ibm.com/docs/workload-protection
https://cloud.ibm.com/docs/security-compliance?topic=security-compliance-custom-profiles
Now: https://cloud.ibm.com/docs/workload-protection
https://cloud.ibm.com/docs/security-compliance?topic=security-compliance-posture-management
Now: https://cloud.ibm.com/docs/workload-protection
https://cloud.ibm.com/docs/security-compliance?topic=security-compliance-predefined-profiles
Now: https://cloud.ibm.com/docs/workload-protection
https://cloud.ibm.com/docs/visual-recognition
Now: https://www.ibm.com/products/maximo/asset-inspection

docs.aws.amazon.com (14)¶

https://docs.aws.amazon.com/opsworks/latest/userguide/
Now: https://aws.amazon.com/blogs/mt/migrate-your-aws-opsworks-stacks-to-aws-systems-manager/
https://docs.aws.amazon.com/qldb/latest/developerguide/
Now: https://web.archive.org/web/20250810210701/https://docs.aws.amazon.com/qldb/latest/developerguide/
https://docs.aws.amazon.com/qldb/
Now: https://web.archive.org/web/20250810210701/https://docs.aws.amazon.com/qldb/latest/developerguide/
https://docs.aws.amazon.com/acm-pca/
Now: https://docs.aws.amazon.com/privateca/latest/userguide/PcaWelcome.html
https://docs.aws.amazon.com/analytics/
Now: https://docs.aws.amazon.com/whitepapers/latest/aws-overview/analytics.html
https://docs.aws.amazon.com/opsworks/latest/userguide/welcome.html
Now: https://aws.amazon.com/blogs/mt/migrate-your-aws-opsworks-stacks-to-aws-systems-manager/
https://docs.aws.amazon.com/opsworks/latest/userguide/workingstacks.html
Now: https://aws.amazon.com/blogs/mt/migrate-your-aws-opsworks-stacks-to-aws-systems-manager/
https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sap-hana/welcome.html
Now: https://docs.aws.amazon.com/sap/latest/sap-hana/welcome.html
https://docs.aws.amazon.com/qldb/latest/developerguide/journal.html
Now: https://web.archive.org/web/20250810210701/https://docs.aws.amazon.com/qldb/latest/developerguide/
https://docs.aws.amazon.com/qldb/latest/developerguide/ql-reference.html
Now: https://web.archive.org/web/20250625165707/https://docs.aws.amazon.com/qldb/latest/developerguide/ql-reference.html
https://docs.aws.amazon.com/qldb/latest/developerguide/verification.html
Now: https://web.archive.org/web/20250810210701/https://docs.aws.amazon.com/qldb/latest/developerguide/
https://docs.aws.amazon.com/qldb/latest/developerguide/what-is.html
Now: https://web.archive.org/web/20250103202510/https://docs.aws.amazon.com/qldb/latest/developerguide/what-is.html
https://docs.aws.amazon.com/wellarchitected/latest/database-pillar/welcome.html
Now: https://docs.aws.amazon.com/decision-guides/latest/decision-guides/databases-on-aws-how-to-choose.html
https://docs.aws.amazon.com/wellarchitected/latest/microservices-lens/
Now: https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html

aws.amazon.com (12)¶

https://aws.amazon.com/certification/certified-sap-on-aws-specialty/
Now: https://aws.amazon.com/certification/
https://aws.amazon.com/training/classroom/exam-prep-aws-certified-cloudops-engineer-associate-soa-c03/
Now: https://aws.amazon.com/certification/certified-cloudops-engineer-associate/
https://aws.amazon.com/blogs/machine-learning/stable-diffusion-is-now-available-in-amazon-sagemaker-jumpstart/
Now: https://docs.aws.amazon.com/sagemaker/latest/dg/studio-jumpstart.html
https://aws.amazon.com/certification/certified-data-analytics-specialty/
Now: https://aws.amazon.com/certification/certified-data-engineer-associate/
https://aws.amazon.com/compliance/eu-ai-act/
Now: https://aws.amazon.com/ai/responsible-ai/
https://aws.amazon.com/machine-learning/ai-service-cards/
Now: https://aws.amazon.com/ai/responsible-ai/resources/
https://aws.amazon.com/machine-learning/ml-governance/
Now: https://aws.amazon.com/ai/responsible-ai/
https://aws.amazon.com/machine-learning/newsletter/
Now: https://aws.amazon.com/blogs/machine-learning/
https://aws.amazon.com/quickstart/architecture/sap/
Now: https://docs.aws.amazon.com/launchwizard/latest/userguide/launch-wizard-sap.html
https://aws.amazon.com/sagemaker/compliance/
Now: https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-compliance.html
https://aws.amazon.com/training/community/
Now: https://builder.aws.com/community
https://aws.amazon.com/training/learn-about/sap/
Now: https://aws.amazon.com/sap/

docs.microsoft.com (11)¶

https://docs.microsoft.com/azure/active-directory/external-identities/b2b-quickstart-invite-portal
Now: https://learn.microsoft.com/en-us/entra/external-id/b2b-quickstart-add-guest-users-portal
https://docs.microsoft.com/azure/data-factory/tutorial-data-flow-scd
Now: https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-overview
https://docs.microsoft.com/azure/databricks/kb/sql/handle-skewed-data
Now: https://learn.microsoft.com/en-us/azure/databricks/optimizations/aqe
https://docs.microsoft.com/azure/synapse-analytics/synapse-link/concept-synapse-link
Now: https://learn.microsoft.com/en-us/azure/cosmos-db/synapse-link
https://docs.microsoft.com/en-us/azure/cognitive-services/sdk/
Now: https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/sdk-overview
https://docs.microsoft.com/en-us/azure/cosmos-db/best-practice/
Now: https://learn.microsoft.com/en-us/azure/well-architected/service-guides/cosmos-db
https://docs.microsoft.com/en-us/azure/cosmos-db/sdk/
Now: https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-dotnet-v3
https://docs.microsoft.com/learn/modules/create-classification-model-azure-machine-learning-designer/5-evaluate-model
Now: https://learn.microsoft.com/en-us/training/modules/fundamentals-machine-learning/5-binary-classification
https://docs.microsoft.com/learn/modules/evaluate-real-world-machine-learning-models/
Now: https://learn.microsoft.com/en-us/azure/machine-learning/concept-manage-ml-pitfalls
https://docs.microsoft.com/learn/modules/fundamentals-generative-ai/4-language-models
Now: https://learn.microsoft.com/en-us/training/modules/fundamentals-generative-ai/
https://docs.microsoft.com/learn/modules/get-started-ai-fundamentals/4-responsible-ai
Now: https://learn.microsoft.com/en-us/azure/machine-learning/concept-responsible-ai

docs.nvidia.com (11)¶

https://docs.nvidia.com/ai-enterprise/workflows-generative-ai/latest/rag/index.html
Now: https://docs.nvidia.com/rag/latest/index.html
https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/nlp/nemo_megatron/peft/landing_page.html
Now: https://docs.nvidia.com/nemo/automodel/latest
https://docs.nvidia.com/nim/large-language-models/latest/reference.html
Now: https://docs.nvidia.com/nim/large-language-models/latest/api-reference.html
https://docs.nvidia.com/ai-foundation-models/index.html
Now: https://build.nvidia.com/models
https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/index.html
Now: https://docs.nvidia.com/nemo-framework/user-guide/latest/overview.html
https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/nemo_framework_custom/index.html
Now: https://docs.nvidia.com/nemo/microservices/latest/index.html
https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/nemo_framework_peft/index.html
Now: https://docs.nvidia.com/nemo/automodel/latest
https://docs.nvidia.com/nemo-framework/user-guide/latest/nemoretriever/index.html
Now: https://developer.nvidia.com/nemo-retriever
https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotron/index.html
Now: https://docs.nvidia.com/megatron-core/developer-guide/latest/index.html
https://docs.nvidia.com/nemo/guardrails/latest/user-guides/configuration-guide/index.html
Now: https://docs.nvidia.com/nemo/guardrails/about-nemo-guardrails-library/overview
https://docs.nvidia.com/nim/nvlm/latest/index.html
Now: https://docs.nvidia.com/nim/vision-language-models/latest/introduction.html

developer.ibm.com (9)¶

https://developer.ibm.com/articles/secure-coding-practices/
Now: https://owasp.org/projects/secure-coding-practices-quick-reference-guide
https://developer.ibm.com/articles/cl-best-practices-microservices/
Now: https://www.ibm.com/think/topics/microservices
https://developer.ibm.com/articles/domain-driven-design/
Now: https://martinfowler.com/bliki/DomainDrivenDesign.html
https://developer.ibm.com/articles/spring-on-ibm-cloud/
Now: https://developer.ibm.com/languages/java/
https://developer.ibm.com/articles/testing-cloud-native-applications/
Now: https://www.ibm.com/think/topics/software-testing
https://developer.ibm.com/patterns/category/analytics/
Now: https://developer.ibm.com/technologies/analytics/
https://developer.ibm.com/patterns/category/artificial-intelligence/
Now: https://developer.ibm.com/technologies/artificial-intelligence/
https://developer.ibm.com/patterns/category/serverless/
Now: https://cloud.ibm.com/docs/codeengine
https://developer.ibm.com/tutorials/nodejs-app-on-ibm-cloud/
Now: https://developer.ibm.com/languages/node-js/

docs.databricks.com (8)¶

https://docs.databricks.com/en/generative-ai/agent-framework/index.html
Now: https://docs.databricks.com/aws/en/agents/custom-agents/build-agents
https://docs.databricks.com/en/machine-learning/model-evaluation.html
Now: https://docs.databricks.com/aws/en/mlflow3/genai/eval-monitor/
https://docs.databricks.com/en/admin/account-settings/single-sign-on/index.html
Now: https://docs.databricks.com/aws/en/security/auth/single-sign-on/
https://docs.databricks.com/en/generative-ai/agent-framework/langchain.html
Now: https://docs.databricks.com/aws/en/agents/custom-agents/author-agent
https://docs.databricks.com/en/generative-ai/tutorials/ai-cookbook/quality-iteration/chunking.html
Now: https://docs.databricks.com/aws/en/agents/retrieval-augmented-generation
https://docs.databricks.com/en/mlflow/llm-tracing.html
Now: https://docs.databricks.com/aws/en/mlflow3/genai/tracing/overview
https://docs.databricks.com/en/generative-ai/index.html
Now: https://docs.databricks.com/aws/en/agents
https://docs.databricks.com/en/generative-ai/prompt-engineering.html
Now: https://docs.databricks.com/aws/en/large-language-models/ai-playground

explore.skillbuilder.aws (8)¶

https://explore.skillbuilder.aws/learn/learning_plan/view/1994/cloudops-engineer-learning-plan
Now: https://aws.amazon.com/certification/certified-cloudops-engineer-associate/
https://explore.skillbuilder.aws/learn/learning_plan/view/2191/machine-learning-engineer-learning-plan
Now: https://aws.amazon.com/certification/certified-machine-learning-engineer-associate/
https://explore.skillbuilder.aws/learn/course/external/view/elearning/12381/exam-prep-standard-course-aws-certified-advanced-networking-specialty-ans-c01
Now: https://aws.amazon.com/certification/certified-advanced-networking-specialty/
https://explore.skillbuilder.aws/learn/course/external/view/elearning/125/exam-prep-aws-certified-solutions-architect-associate-saa-c03
Now: https://aws.amazon.com/certification/certified-solutions-architect-associate/
https://explore.skillbuilder.aws/learn/course/external/view/elearning/27/exam-readiness-aws-certified-machine-learning-specialty
Now: https://aws.amazon.com/certification/certified-machine-learning-engineer-associate/
https://explore.skillbuilder.aws/learn/learning_plan/view/1634/sap-learning-plan
Now: https://aws.amazon.com/sap/
https://explore.skillbuilder.aws/learn/learning_plan/view/2194/plan
Now: https://aws.amazon.com/certification/certified-ai-practitioner/
https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers
Now: https://aws.amazon.com/ai/generative-ai/

support.google.com (8)¶

https://support.google.com/a/answer/4579451
Now: https://knowledge.workspace.google.com/admin/reports/reports-overview
https://support.google.com/a/answer/60262
Now: https://knowledge.workspace.google.com/admin/drive/manage-external-sharing-for-your-organization
https://support.google.com/a/answer/7047870
Now: https://knowledge.workspace.google.com/admin/security/about-dlp
https://support.google.com/a/topic/1034358
Now: https://knowledge.workspace.google.com/admin/calendar/set-google-calendar-sharing-options
https://support.google.com/a/topic/7290350
Now: https://support.google.com/meet/
https://support.google.com/a/topic/7555707
Now: https://knowledge.workspace.google.com/admin/users/enforce-and-monitor-password-requirements-for-users
https://support.google.com/a/topic/9400082
Now: https://knowledge.workspace.google.com/admin/groups/get-started-managing-groups-for-an-organization
https://support.google.com/a/topic/9402251
Now: https://knowledge.workspace.google.com/admin/chat/allow-users-to-install-chat-apps

www.ibm.com (6)¶

https://www.ibm.com/cloud/garage
Now: https://www.ibm.com/garage
https://www.ibm.com/cloud/ai
Now: https://www.ibm.com/solutions/artificial-intelligence
https://www.ibm.com/cloud/garage/practices/overview
Now: https://www.ibm.com/think/topics/digital-transformation
https://www.ibm.com/cloud/podcasts
Now: https://www.ibm.com/think/podcasts
https://www.ibm.com/cloud/success-stories
Now: https://www.ibm.com/case-studies
https://www.ibm.com/cloud/webinars
Now: https://www.ibm.com/events

kubernetes.io (5)¶

https://kubernetes.io/docs/tasks/access-application-cluster/ingress-minikube/
Now: https://kubernetes.io/docs/concepts/services-networking/ingress/
https://kubernetes.io/docs/tasks/configure-pod-container/configure-persistent-volume-storage/
Now: https://kubernetes.io/docs/concepts/storage/persistent-volumes/
https://kubernetes.io/docs/tasks/debug/debug-application/debug-running-pods/
Now: https://kubernetes.io/docs/tasks/debug/debug-application/debug-pods/
https://kubernetes.io/docs/concepts/containers/container-environment-variables/
Now: https://kubernetes.io/docs/concepts/containers/container-environment/
https://kubernetes.io/docs/concepts/security/supply-chain-security/
Now: https://kubernetes.io/docs/tasks/administer-cluster/verify-signed-artifacts/

developer.nvidia.com (4)¶

https://developer.nvidia.com/blog/introduction-to-ai-agents/
Now: https://www.nvidia.com/en-us/glossary/ai-agents/
https://developer.nvidia.com/ai-workbench
Now: https://docs.nvidia.com/ai-workbench/user-guide/latest/overview/introduction.html
https://developer.nvidia.com/blog/tag/multimodal/
Now: https://docs.nvidia.com/nim/vision-language-models/latest/introduction.html
https://developer.nvidia.com/nvlink
Now: https://www.nvidia.com/en-us/data-center/nvlink/

query.prod.cms.rt.microsoft.com (3)¶

https://query.prod.cms.rt.microsoft.com/cms/api/am/binary/RE3VC70
Now: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/az-500
https://query.prod.cms.rt.microsoft.com/cms/api/am/binary/RE4MbYT
Now: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-203
https://query.prod.cms.rt.microsoft.com/cms/api/am/binary/RE4Myp7
Now: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/sc-900

trailhead.salesforce.com (3)¶

https://trailhead.salesforce.com/content/learn/superbadges/superbadge_apex
Now: https://trailhead.salesforce.com/credentials/platformdeveloperi
https://trailhead.salesforce.com/users/strailhead/trailmixes/administrator-certification-prep
Now: https://trailhead.salesforce.com/credentials/platformadministrator
https://trailhead.salesforce.com/content/learn/superbadges/superbadge_advanced_apex_specialist
Now: https://trailhead.salesforce.com/credentials/platformdeveloperii

www.finops.org (3)¶

https://www.finops.org/framework/capabilities/onboarding-workloads/
Now: https://www.finops.org/framework/capabilities/
https://www.finops.org/members/certified-platforms/
Now: https://www.finops.org/about/members/
https://www.finops.org/stories/
Now: https://www.finops.org/insights/

docs.google.com (2)¶

https://docs.google.com/forms/d/e/1FAIpQLSfEmpGnyQTBLfzKNrT_ZE7gY5rCW94Pfw48clzFw6bUaL7c9Q/viewform
Now: https://cloud.google.com/learn/certification/cloud-developer
https://docs.google.com/forms/d/e/1FAIpQLSfEmpMsyY_3wB7TKLyFQ3oKHNhK9sKhMzKHVpAp-h0-kpFPLA/viewform
Now: https://cloud.google.com/learn/certification/cloud-digital-leader

github.com (2)¶

https://github.com/IBM/actions
Now: https://github.com/IBM-Cloud
https://github.com/microsoft/PowerApps-Samples/tree/master/learning-materials/instructor-led-training
Now: https://github.com/microsoft/PowerApps-Samples

sre.google (2)¶

https://sre.google/workbook/capacity-planning/
Now: https://sre.google/workbook/table-of-contents/
https://sre.google/workbook/testing-reliability/
Now: https://sre.google/sre-book/testing-reliability/

techdocs.broadcom.com (2)¶

https://techdocs.broadcom.com/us/en/vmware-cis/vsphere.html
Now: https://techdocs.broadcom.com/us/en/vmware-cis/vsphere/vsphere/8-0.html
https://techdocs.broadcom.com/us/en/vmware-cis/vsan.html
Now: https://techdocs.broadcom.com/us/en/vmware-cis/vsan/vsan/8-0.html

www.cisco.com (2)¶

https://www.cisco.com/c/en/us/support/ios-nx-os-software/flexible-netflow/series.html
Now: https://www.cisco.com/c/en/us/td/docs/ios-xml/ios/fnetflow/configuration/xe-16/fnf-xe-16-book.html
https://www.cisco.com/c/en/us/support/switches/catalyst-9000/series.html
Now: https://www.cisco.com/c/en/us/support/switches/category.html

www.coursera.org (2)¶

https://www.coursera.org/ibm
Now: https://www.coursera.org/partners/ibm-skills-network
https://www.coursera.org/learn/gcp-databases
Now: https://www.coursera.org/partners/googlecloud

www.mongodb.com (2)¶

https://www.mongodb.com/docs/atlas/access/manage-organizations/
Now: https://www.mongodb.com/docs/atlas/access/orgs-create-view-edit-delete/
https://www.mongodb.com/docs/atlas/cluster-config/multi-cloud-multi-region/
Now: https://www.mongodb.com/docs/atlas/cluster-config/multi-cloud-distribution/

www.offsec.com (2)¶

https://www.offsec.com/pwk-online/PWKv1-REPORT.docx
Now: https://help.offsec.com/hc/en-us/articles/360040165632-OSCP-Exam-Guide
https://www.offsec.com/reports/
Now: https://help.offsec.com/hc/en-us/articles/360040165632-OSCP-Exam-Guide

www.oracle.com (2)¶

https://www.oracle.com/goto/cloudcoaching
Now: https://www.oracle.com/education/
https://www.oracle.com/cloud/iaas/training/developer.html
Now: https://www.oracle.com/education/certification/

architect.salesforce.com (1)¶

https://architect.salesforce.com/decision-guides/integration-patterns
Now: https://architect.salesforce.com/docs/architect/fundamentals/guide/integration-patterns.html

atlas.mitre.org (1)¶

https://atlas.mitre.org/techniques/AML.T0051
Now: https://atlas.mitre.org/

bit.ly (1)¶

https://bit.ly/gcp-slack
Now: https://discuss.google.dev/

community.oracle.com (1)¶

https://community.oracle.com/customerconnect/categories/oci-oracle-cloud-infrastructure
Now: https://community.oracle.com/customerconnect/

csrc.nist.gov (1)¶

https://csrc.nist.gov/publications/detail/sp/500-292/final
Now: https://www.nist.gov/publications/nist-cloud-computing-reference-architecture

developer.hashicorp.com (1)¶

https://developer.hashicorp.com/consul/tutorials/networking/federation-gossip-wan
Now: https://developer.hashicorp.com/consul/docs/east-west/wan-federation

docs.confluent.io (1)¶

https://docs.confluent.io/platform/current/installation/configuration/zookeeper-configs.html
Now: https://docs.confluent.io/platform/current/kafka-metadata/kraft.html

docs.github.com (1)¶

https://docs.github.com/en/enterprise-cloud@latest/copilot/managing-copilot/managing-github-copilot-in-your-organization/managing-copilot-knowledge-bases
Now: https://docs.github.com/en/copilot/concepts/context/spaces

docs.linuxfoundation.org (1)¶

https://docs.linuxfoundation.org/tc-docs/certification/frequently-asked-questions-lfcs
Now: https://docs.linuxfoundation.org/tc-docs/certification/lf-handbook2

docs.paloaltonetworks.com (1)¶

https://docs.paloaltonetworks.com/pan-os/11-1/pan-os-admin/networking/nat
Now: https://docs.paloaltonetworks.com/ngfw/networking/nat

docs.sigstore.dev (1)¶

https://docs.sigstore.dev/cosign/overview/
Now: https://docs.sigstore.dev/cosign/signing/overview/

falco.org (1)¶

https://falco.org/docs/rules/default-rules/
Now: https://falco.org/docs/reference/rules/default-rules/

ibm-cloud.ideas.aha.io (1)¶

https://ibm-cloud.ideas.aha.io/
Now: https://ideas.ibm.com/

learn.finops.org (1)¶

https://learn.finops.org/path/finops-certified-practitioner
Now: https://learn.finops.org/

nvidia.github.io (1)¶

https://nvidia.github.io/TensorRT-LLM/advanced/batch-manager.html
Now: https://nvidia.github.io/TensorRT-LLM/features/paged-attention-ifb-scheduler.html

parquet.apache.org (1)¶

https://parquet.apache.org/documentation/latest/
Now: https://parquet.apache.org/docs/

patrickwiloak.com (1)¶

https://patrickwiloak.com/blog/aws-certification-study-framework-how-to-prepare-pass-certifications
Now: (link removed: the post no longer exists)

resources.github.com (1)¶

https://resources.github.com/learn/pathways/copilot/
Now: https://learn.github.com/learning-pathways

terraform-community-slack.herokuapp.com (1)¶

https://terraform-community-slack.herokuapp.com/
Now: https://discuss.hashicorp.com/c/terraform-core/27

www.cloudskillsboost.google (1)¶

https://www.cloudskillsboost.google/quests/25
Now: https://www.skills.google/paths/16

www.comptia.org (1)¶

https://www.comptia.org/training/certmaster-learn/cybersecurity-analyst
Now: https://www.comptia.org/en-us/certifications/cybersecurity-analyst/

www.googlecloudcommunity.com (1)¶

https://www.googlecloudcommunity.com/gc/Certification/bd-p/cloud-certification
Now: https://discuss.google.dev/

www.isaca.org (1)¶

https://www.isaca.org/resources/itaf
Now: https://www.isaca.org/resources/it-audit

www.linux-pam.org (1)¶

http://www.linux-pam.org/Linux-PAM-html/
Now: https://github.com/linux-pam/linux-pam

www.paloaltonetworks.com (1)¶

https://www.paloaltonetworks.com/services/education/certification/pcnsa
Now: https://www.paloaltonetworks.com/services/education/certification

www.professormesser.com (1)¶

https://www.professormesser.com/network-plus/n10-009/n10-009-video/n10-009-comptia-network-plus-course/
Now: https://www.professormesser.com/network-plus/n10-009/n10-009-video/n10-009-training-course/

www.vmug.com (1)¶

https://www.vmug.com/membership/vmug-advantage/
Now: https://vmug.com/memberships

www.vmware.com (1)¶

https://www.vmware.com/content/dam/digitalmarketing/vmware/en/pdf/certification/vmw-vcp-dcv-2024-exam-prep-guide.pdf
Now: https://www.broadcom.com/support/education/vmware/certification

Bot-protected URLs to spot-check¶

https://apexapps.oracle.com/pls/apex/f?p=133:1
https://assets.ctfassets.net/wfutmusr1t3h/2mMJ6nECbUAdiQMTObbPw6/67cfbffa68fed774a1d4bfc45e1fda83/github-actions-exam-preparation-study-guide__1_.pdf
https://assets.ctfassets.net/wfutmusr1t3h/5zTfUfFWQknwoUVA1SAw0o/5a08e8bbca9264e629c8f23ed1e3b426/github-administration-exam-preparation-study-guide.pdf
https://community.powerbi.com/
https://community.sap.com/
https://d1.awsstatic.com/training-and-certification/docs-ai-practitioner/AWS-Certified-AI-Practitioner_Sample-Questions.pdf
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https://d1.awsstatic.com/training-and-certification/docs-sap-on-aws-specialty/AWS-Certified-SAP-on-AWS-Specialty_Exam-Guide.pdf
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https://d1.awsstatic.com/whitepapers/sap-on-aws-implementation-and-operations-guide.pdf
https://docs.ansible.com/
https://docs.ansible.com/ansible/latest/collections/google/cloud/index.html
https://docs.aws.amazon.com/AWSCloudFormation/
https://docs.aws.amazon.com/cost-management/
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https://docs.aws.amazon.com/elasticbeanstalk/
https://docs.aws.amazon.com/incident-manager/
https://docs.omniverse.nvidia.com/kit/docs/kit-extension-template/
https://education.oracle.com/cat%C3%A1logo-de-productos-ouexam-pexam_1z0-1067-24/pexam_1Z0-1067-24
https://education.oracle.com/cat%C3%A1logo-de-productos-ouexam-pexam_1z0-1084-24/pexam_1Z0-1084-24
https://education.oracle.com/learn/certification-benefits/pexam_1Z0-1084-24
https://education.oracle.com/learn/oci/pPillar_640
https://education.oracle.com/oracle-certification-faq
https://education.oracle.com/oracle-certification-path/pFamily_647
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https://education.oracle.com/oracle-cloud-infrastructure-2024-devops-professional/pexam_1Z0-1109-24
https://education.oracle.com/oracle-cloud-infrastructure-2024-operations-associate/pexam_1Z0-1067-24
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https://education.oracle.com/oracle-cloud-infrastructure-ai-foundations-associate/trackp_OCIAIF
https://genai.owasp.org/
https://genai.owasp.org/llm-top-10/
https://genai.owasp.org/llmrisk/llm01-prompt-injection/
https://genai.owasp.org/llmrisk/llm03-supply-chain/
https://genai.owasp.org/llmrisk/llm06-excessive-agency/
https://genai.owasp.org/resource/agentic-ai-threats-and-mitigations/
https://genai.owasp.org/resources/
https://help.offsec.com/hc/en-us/articles/360040165632-OSCP-Exam-Guide
https://help.offsec.com/hc/en-us/articles/360046787731-OSCP-Exam-Report
https://linuxjourney.com/
https://live.paloaltonetworks.com
https://live.paloaltonetworks.com/
https://medium.com/google-cloud
https://openai.com/api/pricing/
https://stackoverflow.com/questions/tagged/google-cloud-platform
https://stackoverflow.com/questions/tagged/ibm-cloud
https://www.hashicorp.com/certifications
https://www.hashicorp.com/certifications/consul-associate
https://www.hashicorp.com/certifications/terraform-associate
https://www.hashicorp.com/certifications/vault-associate
https://www.iso.org/standard/27001
https://www.iso.org/standard/42001
https://www.iso.org/standard/74296.html
https://www.iso.org/standard/75106.html
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