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Title: Community Articles - Google Developer forums

Open Graph Title: Community Articles

X Title: Community Articles

Description: This is your source for practical, in-depth articles from Google Cloud experts and product teams. Find actionable how-to guides, architecture patterns, and expert solutions that go beyond the documentation. Join the conversation by asking authors questions or sharing your insights directly on each post.

Open Graph Description: This is your source for practical, in-depth articles from Google Cloud experts and product teams. Find actionable how-to guides, architecture patterns, and expert solutions that go beyond the documentation. Join the conversation by asking authors questions or sharing your insights directly on each post.

X Description: This is your source for practical, in-depth articles from Google Cloud experts and product teams. Find actionable how-to guides, architecture patterns, and expert solutions that go beyond the documentation. Join the conversation by asking authors questions or sharing your insights directly on each post.

Opengraph URL: https://discuss.google.dev/c/google-cloud/cloud-community-articles/184

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Links:

Google Developer forumshttps://discuss.google.dev/
Google Cloud https://discuss.google.dev/c/google-cloud/14
Community Articles https://discuss.google.dev/c/google-cloud/cloud-community-articles/184
From spreadsheets to a governed pipeline: Bridging Google Drive and BigQuery with the Data Engineering Agenthttps://discuss.google.dev/t/from-spreadsheets-to-a-governed-pipeline-bridging-google-drive-and-bigquery-with-the-data-engineering-agent/410827
geminihttps://discuss.google.dev/tag/gemini/21
bigqueryhttps://discuss.google.dev/tag/bigquery/46
googler-articlehttps://discuss.google.dev/tag/googler-article/54
dataformhttps://discuss.google.dev/tag/dataform/89
data-analyticshttps://discuss.google.dev/tag/data-analytics/261
https://discuss.google.dev/u/Sumeng_Wang
https://discuss.google.dev/u/Miqua
Global External Application Load Balancing: Weighted traffic splitting with automatic cross-region failoverhttps://discuss.google.dev/t/global-external-application-load-balancing-weighted-traffic-splitting-with-automatic-cross-region-failover/410823
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-load-balancinghttps://discuss.google.dev/tag/cloud-load-balancing/91
networkinghttps://discuss.google.dev/tag/networking/162
https://discuss.google.dev/u/zachs
https://discuss.google.dev/u/Miqua
[Public Preview] Distributed tracing with trace context for Application Load Balancershttps://discuss.google.dev/t/public-preview-distributed-tracing-with-trace-context-for-application-load-balancers/410397
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-load-balancinghttps://discuss.google.dev/tag/cloud-load-balancing/91
networkinghttps://discuss.google.dev/tag/networking/162
https://discuss.google.dev/u/Sebastian_Grabski
https://discuss.google.dev/u/Miqua
Building a vendor-agnostic patient health record search and summarization system with GEAP Agent Retrieval and Google ADKhttps://discuss.google.dev/t/building-a-vendor-agnostic-patient-health-record-search-and-summarization-system-with-geap-agent-retrieval-and-google-adk/409507
googler-articlehttps://discuss.google.dev/tag/googler-article/54
adkhttps://discuss.google.dev/tag/adk/188
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
vector-searchhttps://discuss.google.dev/tag/vector-search/301
https://discuss.google.dev/u/Richard_Mei
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/Carol_Merisio
Media CDN EU Data Residency & Europe Flexible Origin Shieldinghttps://discuss.google.dev/t/media-cdn-eu-data-residency-europe-flexible-origin-shielding/409114
googler-articlehttps://discuss.google.dev/tag/googler-article/54
networkinghttps://discuss.google.dev/tag/networking/162
https://discuss.google.dev/u/anandpv
https://discuss.google.dev/u/Miqua
Tubi delivers brand safe contextual targeting across 500k titles in 20 days with Geminihttps://discuss.google.dev/t/tubi-delivers-brand-safe-contextual-targeting-across-500k-titles-in-20-days-with-gemini/409008
geminihttps://discuss.google.dev/tag/gemini/21
googler-articlehttps://discuss.google.dev/tag/googler-article/54
batchhttps://discuss.google.dev/tag/batch/338
how-we-built-thishttps://discuss.google.dev/tag/how-we-built-this/488
https://discuss.google.dev/u/Sofyan
https://discuss.google.dev/u/Miqua
Breaking free from legacy ASP.NET MSDTC: A practical migration guide to the Transactional Outbox Pattern on Cloud SQLhttps://discuss.google.dev/t/breaking-free-from-legacy-asp-net-msdtc-a-practical-migration-guide-to-the-transactional-outbox-pattern-on-cloud-sql/408523
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-sql-for-mysqlhttps://discuss.google.dev/tag/cloud-sql-for-mysql/276
https://discuss.google.dev/u/vranda
https://discuss.google.dev/u/Miqua
The AI Litmus Test 2.0: Scientifically evaluating GenAI Swarms with Agent-as-a-Judge & Vertex AIhttps://discuss.google.dev/t/the-ai-litmus-test-2-0-scientifically-evaluating-genai-swarms-with-agent-as-a-judge-vertex-ai/371661
googler-articlehttps://discuss.google.dev/tag/googler-article/54
adkhttps://discuss.google.dev/tag/adk/188
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
evaluationhttps://discuss.google.dev/tag/evaluation/436
https://discuss.google.dev/u/aniketagrawal
https://discuss.google.dev/u/Paulo_Leads
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/Pablo_Juan_Manuel_Re
https://discuss.google.dev/u/Alberto_Vila_Ferrer
Fixing pandas memory errors: 3 practical solutionshttps://discuss.google.dev/t/fixing-pandas-memory-errors-3-practical-solutions/289622
googler-articlehttps://discuss.google.dev/tag/googler-article/54
graphics-processing-units-gpushttps://discuss.google.dev/tag/graphics-processing-units-gpus/143
analytics-generalhttps://discuss.google.dev/tag/analytics-general/343
https://discuss.google.dev/u/jeffnelson
https://discuss.google.dev/u/USAMA_Khan
https://discuss.google.dev/u/samucamg
https://discuss.google.dev/u/sonsuzus
https://discuss.google.dev/u/PAVAN_C_S
Enabling keyless authentication from Azure DevOps Pipelines to Google Cloudhttps://discuss.google.dev/t/enabling-keyless-authentication-from-azure-devops-pipelines-to-google-cloud/404534
googler-articlehttps://discuss.google.dev/tag/googler-article/54
infrastructure-generalhttps://discuss.google.dev/tag/infrastructure-general/77
learninghttps://discuss.google.dev/tag/learning/320
https://discuss.google.dev/u/Vikas_Kumawat
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/Adpocalyptic
Grok 4.6 available now on Gemini Enterprise Agent Platformhttps://discuss.google.dev/t/grok-4-6-available-now-on-gemini-enterprise-agent-platform/392055
googler-articlehttps://discuss.google.dev/tag/googler-article/54
agent-platform-model-gardenhttps://discuss.google.dev/tag/agent-platform-model-garden/165
https://discuss.google.dev/u/Stanley_Lee
https://discuss.google.dev/u/rajisded
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/MrFurly
https://discuss.google.dev/u/Amansingh08
The Stateful Worker problem: Architecting a Scalable GKE Autopilot host for your LiveKit Agenthttps://discuss.google.dev/t/the-stateful-worker-problem-architecting-a-scalable-gke-autopilot-host-for-your-livekit-agent/318487
geminihttps://discuss.google.dev/tag/gemini/21
googler-articlehttps://discuss.google.dev/tag/googler-article/54
live-stream-apihttps://discuss.google.dev/tag/live-stream-api/332
https://discuss.google.dev/u/dixittanya
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/markns
DeepSeek V4.1 Flash is now available as a fully managed API in Model Gardenhttps://discuss.google.dev/t/deepseek-v4-1-flash-is-now-available-as-a-fully-managed-api-in-model-garden/405410
googler-articlehttps://discuss.google.dev/tag/googler-article/54
agent-platform-model-gardenhttps://discuss.google.dev/tag/agent-platform-model-garden/165
https://discuss.google.dev/u/Stanley_Lee
https://discuss.google.dev/u/BMW1
https://discuss.google.dev/u/Michelle
https://discuss.google.dev/u/mertbozkir
https://discuss.google.dev/u/MrFurly
Choosing the right format for your AI model: A comprehensive guide to AI inference formatshttps://discuss.google.dev/t/choosing-the-right-format-for-your-ai-model-a-comprehensive-guide-to-ai-inference-formats/276691
googler-articlehttps://discuss.google.dev/tag/googler-article/54
graphics-processing-units-gpushttps://discuss.google.dev/tag/graphics-processing-units-gpus/143
inferencehttps://discuss.google.dev/tag/inference/432
https://discuss.google.dev/u/ilnardo92
https://discuss.google.dev/u/opeyemi_solomone
https://discuss.google.dev/u/catafest
https://discuss.google.dev/u/Aanilabbas
https://discuss.google.dev/u/DearSoft
Agentic Metadata Governance: discovering and remediating catalog gaps with Knowledge Catalog & Gemini 3https://discuss.google.dev/t/agentic-metadata-governance-discovering-and-remediating-catalog-gaps-with-knowledge-catalog-gemini-3/403811
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-runhttps://discuss.google.dev/tag/cloud-run/186
analytics-generalhttps://discuss.google.dev/tag/analytics-general/343
https://discuss.google.dev/u/Avantika_Pandey
https://discuss.google.dev/u/Miqua
Scaling high-performance inference cost-effectivelyhttps://discuss.google.dev/t/scaling-high-performance-inference-cost-effectively/265377
googler-articlehttps://discuss.google.dev/tag/googler-article/54
compute-enginehttps://discuss.google.dev/tag/compute-engine/73
gkehttps://discuss.google.dev/tag/gke/306
https://discuss.google.dev/u/Jason_Monden
https://discuss.google.dev/u/Darathi_J
https://discuss.google.dev/u/PradeepD
https://discuss.google.dev/u/DHolloway
https://discuss.google.dev/u/Leo_Adam
Automated provisioning: How to set up Knowledge Catalog data products with Terraformhttps://discuss.google.dev/t/automated-provisioning-how-to-set-up-knowledge-catalog-data-products-with-terraform/359420
bigqueryhttps://discuss.google.dev/tag/bigquery/46
googler-articlehttps://discuss.google.dev/tag/googler-article/54
data-cataloghttps://discuss.google.dev/tag/data-catalog/216
https://discuss.google.dev/u/Shambhavi_Shandilya
https://discuss.google.dev/u/Darren_M_Sherva
https://discuss.google.dev/u/A.G.E.N.D.AGUARDIAN
https://discuss.google.dev/u/DaBe
https://discuss.google.dev/u/George_Martin
Google Cloud's Professional ML Engineer (PMLE) Exam: How I passed in 30 days (and you can too!)https://discuss.google.dev/t/google-clouds-professional-ml-engineer-pmle-exam-how-i-passed-in-30-days-and-you-can-too/179510
learning-hub-newshttps://discuss.google.dev/tag/learning-hub-news/14
googler-articlehttps://discuss.google.dev/tag/googler-article/54
best-practiceshttps://discuss.google.dev/tag/best-practices/131
ai-mlhttps://discuss.google.dev/tag/ai-ml/195
certificationhttps://discuss.google.dev/tag/certification/246
learninghttps://discuss.google.dev/tag/learning/320
https://discuss.google.dev/u/umangak
https://discuss.google.dev/u/Shah_Baig
https://discuss.google.dev/u/Dale_Monteiro
https://discuss.google.dev/u/sourc123
https://discuss.google.dev/u/hardik01
[Public Preview] New configuration size quota and increased URL map size limits for Application Load Balancershttps://discuss.google.dev/t/public-preview-new-configuration-size-quota-and-increased-url-map-size-limits-for-application-load-balancers/356129
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-load-balancinghttps://discuss.google.dev/tag/cloud-load-balancing/91
networkinghttps://discuss.google.dev/tag/networking/162
https://discuss.google.dev/u/Sebastian_Grabski
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/Faisal_Khan2
https://discuss.google.dev/u/Ivo_Abreu
From manual to autonomous: A blueprint for agentic process automationhttps://discuss.google.dev/t/from-manual-to-autonomous-a-blueprint-for-agentic-process-automation/398209
bigqueryhttps://discuss.google.dev/tag/bigquery/46
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-architecturehttps://discuss.google.dev/tag/cloud-architecture/102
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
https://discuss.google.dev/u/crupjit
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/TehreemFatima55
https://discuss.google.dev/u/VincentiusIndrayanto
Certificate Manager: Zero downtime SSL certificate migration with LB authorizationhttps://discuss.google.dev/t/certificate-manager-zero-downtime-ssl-certificate-migration-with-lb-authorization/398741
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-load-balancinghttps://discuss.google.dev/tag/cloud-load-balancing/91
networkinghttps://discuss.google.dev/tag/networking/162
securityhttps://discuss.google.dev/tag/security/251
https://discuss.google.dev/u/Sebastian_Grabski
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/VincentiusIndrayanto
https://discuss.google.dev/u/The_SMG_Industries
The art of purge: Managing MySQL undo logshttps://discuss.google.dev/t/the-art-of-purge-managing-mysql-undo-logs/381095
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-sql-for-mysqlhttps://discuss.google.dev/tag/cloud-sql-for-mysql/276
https://discuss.google.dev/u/sumeetdhingra
https://discuss.google.dev/u/brettfreer
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/cio_roman
https://discuss.google.dev/u/gustavribeiro
Admin guide: Best practices, do's and don'ts for setting up Gemini Enterprise connectorshttps://discuss.google.dev/t/admin-guide-best-practices-dos-and-donts-for-setting-up-gemini-enterprise-connectors/398175
googler-articlehttps://discuss.google.dev/tag/googler-article/54
gemini-enterprisehttps://discuss.google.dev/tag/gemini-enterprise/463
https://discuss.google.dev/u/Yogie
https://discuss.google.dev/u/Miqua
(Public Preview) Automating Zero Trust: Managed Workload Identity for Backend mTLShttps://discuss.google.dev/t/public-preview-automating-zero-trust-managed-workload-identity-for-backend-mtls/329647
googler-articlehttps://discuss.google.dev/tag/googler-article/54
networkinghttps://discuss.google.dev/tag/networking/162
https://discuss.google.dev/u/Sebastian_Grabski
https://discuss.google.dev/u/Dilveer_Valasai
https://discuss.google.dev/u/Miqua
Mastering fleet-wide governance on GKE using fleet level OPAhttps://discuss.google.dev/t/mastering-fleet-wide-governance-on-gke-using-fleet-level-opa/397208
googler-articlehttps://discuss.google.dev/tag/googler-article/54
gke-enterprisehttps://discuss.google.dev/tag/gke-enterprise/98
google-kubernetes-engine-gkehttps://discuss.google.dev/tag/google-kubernetes-engine-gke/309
https://discuss.google.dev/u/vranda
https://discuss.google.dev/u/Miqua
Zero-infrastructure managed XProf: Profiling ML workloads on Cloud TPU with ML Diagnosticshttps://discuss.google.dev/t/zero-infrastructure-managed-xprof-profiling-ml-workloads-on-cloud-tpu-with-ml-diagnostics/397203
googler-articlehttps://discuss.google.dev/tag/googler-article/54
compute-enginehttps://discuss.google.dev/tag/compute-engine/73
cloud-tpuhttps://discuss.google.dev/tag/cloud-tpu/183
ai-mlhttps://discuss.google.dev/tag/ai-ml/195
https://discuss.google.dev/u/lakshaygpt
https://discuss.google.dev/u/Miqua
Building enterprise AI agents with ADK and the Gmail MCP Serverhttps://discuss.google.dev/t/building-enterprise-ai-agents-with-adk-and-the-gmail-mcp-server/397198
geminihttps://discuss.google.dev/tag/gemini/21
mcphttps://discuss.google.dev/tag/mcp/37
googler-articlehttps://discuss.google.dev/tag/googler-article/54
adkhttps://discuss.google.dev/tag/adk/188
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
https://discuss.google.dev/u/Gary_Wang
https://discuss.google.dev/u/Miqua
Inside Google’s Gemini 3.8 Flash and FlashAttention-3: The Hardware Physics of 2M Tokenshttps://discuss.google.dev/t/inside-google-s-gemini-3-8-flash-and-flashattention-3-the-hardware-physics-of-2m-tokens/396066
geminihttps://discuss.google.dev/tag/gemini/21
googler-articlehttps://discuss.google.dev/tag/googler-article/54
agent-platform-embeddings-for-texthttps://discuss.google.dev/tag/agent-platform-embeddings-for-text/150
ai-mlhttps://discuss.google.dev/tag/ai-ml/195
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
https://discuss.google.dev/u/aniketagrawal
https://discuss.google.dev/u/Miqua
Optimise AI training cost and reduce storage QPS via GCSFuse async prefetchhttps://discuss.google.dev/t/optimise-ai-training-cost-and-reduce-storage-qps-via-gcsfuse-async-prefetch/365021
googler-articlehttps://discuss.google.dev/tag/googler-article/54
cloud-storagehttps://discuss.google.dev/tag/cloud-storage/178
ai-mlhttps://discuss.google.dev/tag/ai-ml/195
https://discuss.google.dev/u/Trinadh_Kotturu
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/M_Junaid_Khan_BALOUC
https://discuss.google.dev/u/Jitendra_Kumar_Mahen
Simplify Open Models’ Deployment on Vertex AI with Import Custom Model Weightshttps://discuss.google.dev/t/simplify-open-models-deployment-on-vertex-ai-with-import-custom-model-weights/251785
googler-articlehttps://discuss.google.dev/tag/googler-article/54
agent-platform-model-gardenhttps://discuss.google.dev/tag/agent-platform-model-garden/165
agent-platformhttps://discuss.google.dev/tag/agent-platform/226
https://discuss.google.dev/u/ilnardo92
https://discuss.google.dev/u/Miqua
https://discuss.google.dev/u/Allan_Alvarado
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