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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/converse-message-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/data-wrangler-emr/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/endpoint-serialization-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/enrichment-validation-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/fm-input-quality-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/glue-data-pipelines/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/input-profiling-observability/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/native-payload-validation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-3/preprocessing-compute-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/document-provenance-schema/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/knowledge-base-ingestion-hierarchy/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/neural-embedding-pipelines/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/permission-filtered-retrieval/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/production-genai-application/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/retrieval-partition-topology/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/source-change-detection/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/source-connector-sync-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/vector-backend-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/vector-projection-reconciliation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-4/vector-similarity-economics/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/authorized-context-assembly/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/batch-embedding-compatibility/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/bounded-query-transformations/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/document-chunking-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/embedding-selection-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/hybrid-retrieval-thresholds/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/parsing-transformation-contract/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/rag-knowledge-bases/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/reranking-value-gate/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/retrieval-generation-control/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/retrieval-interface-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-5/vector-store-integration-contract/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/conditional-flow-processing/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/conversation-intent-workflows/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/measured-prompt-refinement/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/parameterized-prompt-versions/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/prompt-audit-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/prompt-enforcement-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/prompt-regression-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/prompt-release-review-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/sequential-flow-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/1-6/strands-agents-bedrock/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/agent-coordination-patterns/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/agent-execution-envelope/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/agent-state-isolation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/agentcore-deployment-access/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/agentcore-runtime/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/bounded-agent-loop/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/human-action-approval/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/mcp-client-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/mcp-hosting-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/retry-safe-tool-effects/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/specialist-answer-validation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/step-functions/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/typed-tool-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/workflow-agent-control/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-1/workflow-reasoning-bounds/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/bounded-model-cascades/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/container-token-capacity/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/fargate-containers/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/hybrid-serving-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/inference-capacity-economics/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/inference-mode-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/inference-operations-ownership/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/lambda-invocation-budgets/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/neo-compatibility-loading/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-2/task-specific-model-value/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/agentcore-identity/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/end-user-authorization/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/enterprise-identity-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/enterprise-source-synchronization/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/event-transport-selection/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/genai-gateway-policy/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/genai-release-controls/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/integration-consistency-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/legacy-adapter-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/msk-kafka-cluster/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/residency-routing-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-3/webhook-acceptance-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/api-validation-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/bedrock-conversation/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/bedrock-serverless-app/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/durable-inference-jobs/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/inference-trace-correlation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/model-routing-policy/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/sdk-invocation-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/sdk-retry-budgets/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/server-request-throttling/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/specialized-route-execution/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/sqs-message-queues/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-4/stream-delivery-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/accessible-generation-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/application-orchestration-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/assisted-development-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/conversational-extension-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/document-automation-workflows/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/generation-api-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/integration-diagnosis-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/kiro-ai-assisted-dev/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/prompt-chain-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/2-5/workflow-product-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/generated-sql-safety/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/guardrail-enforcement-paths/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/guardrail-policy-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/layered-safety-enforcement/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/prompt-attack-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/public-endpoint-waf/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/response-evidence-verification/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-1/tool-output-trust/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-2/access-analysis-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-2/lake-data-entitlements/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-3/cloudtrail-cloudwatch-logging/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-3/model-card-governance/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-3/model-monitor-eligibility/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-3/source-lineage-attribution/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-4/agent-execution-explanations/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-4/confidence-telemetry-calibration/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-4/fairness-dataset-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-4/public-explanation-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/3-4/responsible-policy-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/authorized-cache-partitions/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/cache-reuse-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/capacity-utilization-policy/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/deadline-inference-selection/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/edge-cache-eligibility/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/elasticache-caching/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/exact-cache-identity/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/inference-cost-attribution/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/measured-model-tiers/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/semantic-cache-acceptance/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-1/token-reduction-policy/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/bounded-inference-throughput/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/controlled-sampling-tests/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/latency-critical-path/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/optimized-inference-benchmark/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/retrieval-speed-relevance/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/token-aware-capacity-scaling/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-2/useful-response-latency/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/agent-tool-patterns/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/agentcore-observability/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/correlated-monitoring-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/ec2-grafana-monitoring/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/forensic-request-history/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/golden-trace-diagnosis/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/invocation-log-lifecycle/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/operational-billing-anomalies/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/quality-metric-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/runtime-metric-accounting/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/4-3/vector-store-health/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/agent-evaluation-levels/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/continuous-evaluation-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/controlled-version-experiments/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/deployment-semantic-validation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/evaluator-disagreement-policy/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/experiment-decision-dashboards/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/feedback-annotation-evidence/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/genai-quality-dimensions/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/model-comparison-evidence/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/production-evaluation-datasets/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/quicksight-dashboards/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-1/retrieval-evaluation-boundaries/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/context-loss-diagnosis/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/fix-regression-evidence/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/inference-error-classification/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/retrieval-generation-isolation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/retrieval-repair-contracts/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/template-output-diagnosis/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/aws/generative-ai-developer-professional/2026-10/5-2/unexpected-output-isolation/</loc><lastmod>2026-10-12T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/</loc></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/</loc></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/embeddings-and-rag/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/identity-and-delegation/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/reason-act-observe-loop/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/state-layers/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/tool-contracts/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/turn-budgets/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/0/workflow-control-vs-model-decisions/</loc><lastmod>2026-10-01T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/agent-designer-vs-cx-agent-studio/</loc><lastmod>2026-10-20T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/chain-of-thought-prompting/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/event-handling/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/few-shot-examples/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/pages-and-state/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/system-instructions/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-1/transition-routes/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/access-controls-in-retrieval/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/build-agent-search-apps/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/grounding-thresholds/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/index-enterprise-sources/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/introduction-to-gemini-enterprise/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/1-2/multimodal-processing/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/coding-agent-sandboxes/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/generated-code-permissions/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/get-started-vibe-coding-antigravity-cli/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/mcp-servers-for-coding-agents/</loc><lastmod>2026-10-01T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/patch-vulnerabilities/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/refactor-with-repository-evidence/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-1/reusable-coding-skills/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-2/agent-mode-vs-human-mode/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-2/customization-mechanisms/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-2/hooks/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/2-2/subagent-scoping/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/adk-execution-model/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/agents-cli-skills-and-plugins/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/assemble-an-adk-agent/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/explore-evaluate-models-model-garden/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/exploring-memorystore-redis-cluster/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/get-started-agent-development-kit/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/introduction-to-gemini-3/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/llm-vs-slm/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/long-term-memory/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/managed-vs-application-sessions/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/model-garden/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/model-sourcing/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/skill-registry-vs-agent-registry/</loc><lastmod>2026-10-01T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-1/state-sessions-and-artifacts/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/agent-identity/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/bigquery-qwik-start-console/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/cloud-sql-postgresql-qwik-start/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/embeddings-chunking-and-refresh/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/getting-started-vector-search-embeddings/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/governed-mcp-boundaries/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/import-data-firestore-database/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/rag-lifecycle/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/reranking/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/retrieval-operating-point/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/retrieval-ownership-models/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-2/retrieval-precision-and-recall/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/a2a-interaction-lifecycle/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/connect-remote-agents-adk-a2a/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/dynamic-routing-vs-orchestration/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/graph-workflows/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/handoff-responsibilities/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/mcp-vs-a2a/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/parallel-workflows/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/3-3/sequential-workflows/</loc><lastmod>2026-10-01T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/evaluate-adk-agent-performance/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/evaluation-layers/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/evaluation-mechanisms/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/evaluation-sets/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/metrics-and-autoraters/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/regression-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-1/tool-success-criteria/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/agent-drift/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/build-ai-agent-mcp-cloud-run/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/choose-a-runtime/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/deploy-agent-adk-challenge-lab/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/failure-triage/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/latency-decomposition/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/loop-budgets/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/production-tradeoffs/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/runtime-sizing/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/4-2/using-cloud-trace-kubernetes-engine/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-1/agent-gateway/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-1/agent-registry/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-1/auth-manager/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-1/layered-governance/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-1/principal-access-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/guardrail-selection/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/human-in-the-loop-approval/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/identity-propagation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/model-armor/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/sanitize-prompts-responses-model-armor/</loc><lastmod>2026-09-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/sensitive-data-protection/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/google-cloud/professional-agentic-architect/2026-09/5-2/threat-modeling/</loc><lastmod>2026-10-02T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/</loc></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/</loc></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/a2a-mcp-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/agent-tool-control-loop/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/asyncio-pydantic-validation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/automation-agent-workflows/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/azure-resource-foundations/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/entra-credential-role-basics/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/foundry-project-agent-model/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/git-tests-containers-iac/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/identity-delegated-authority/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/inference-token-budgets/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/model-capability-families/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/operational-telemetry-signals/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/prompt-context-boundaries/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/retrieval-evidence-grounding/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/0/state-session-memory/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/agent-behavioral-contracts/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/agent-communication-protocols/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/bounded-planning-reflection/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/bounded-work-decomposition/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/code-review-governance/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/delegation-ownership-contracts/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/deterministic-reasoning-boundaries/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/human-control-accountability/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/memory-sharing-responsibilities/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/meta-agent-task-dag/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/model-catalog-comparison/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/model-workload-fit/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/risk-based-human-checkpoints/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-1/tool-access-permissions/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/agent-compute-platforms/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/agent-hosting-options/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/agent-identity-rbac/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/agent-persistence-stores/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/compliance-control-mapping/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/coordination-monitoring-remediation/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/dev-container-setup/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/integration-components/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/portal-vscode-agent/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/reproducible-development-environments/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/stateful-agentic-loops/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/1-2/trace-replay-evidence/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-1/advanced-prompting-guardrails/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-2/memory-access-consistency/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-2/memory-lifecycle-controls/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/custom-function-tools/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/functions-mcp-triggers/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/governed-mcp-tool-catalog/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/logic-apps-mcp-server/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/logic-apps-mcp-workflows/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/mcp-server-transports/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/tool-contract-compatibility/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/tool-failure-budgets/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/tool-result-validation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/tool-routing-versions/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-3/typed-tool-contracts/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/agent-execution-admission/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/agent-framework-executor-graphs/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/agent-framework-sequential-pipeline/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/durable-approval-resumption/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/durable-approval-state-machine/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/fan-in-quorum-policy/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/fan-out-quorum-orchestration/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/fulfillment-workflow-checkpoints/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/handoff-collaboration-termination/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/langchain-composition-scope/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/langchain-multi-stage-chains/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/langgraph-state-resumption/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/langgraph-subagent-tools/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/middleware-enforcement-layers/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/prompt-cache-accounting/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/remote-agent-security/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/response-cache-freshness/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/routing-caching-cost-evidence/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/sequential-dependency-gates/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/subagent-spawning-budgets/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/supervisor-spoke-routing/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/transformers-inference-components/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/2-4/transformers-pipelines-databricks/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/branch-prompt-experiments/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/cloud-evaluation-configuration/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/cloud-evaluation-pipeline/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/cross-session-memory-recall/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/human-review-evidence/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/multi-agent-evaluation-gate/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/response-regression-gates/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/retrieval-answer-separation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/tool-trajectory-validation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-1/workflow-failure-attribution/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/critical-path-parallelism/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/entity-continuity-records/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/feedback-evaluation-updates/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/judge-calibration-rubrics/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/recall-method-selection/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/sliding-window-amnesia/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/summary-drift-detection/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-2/throughput-retry-budgets/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/agent-workflow-health/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/decision-trace-correlation/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/prompt-version-telemetry/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/runtime-budget-enforcement/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/service-objective-measurement/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/3-3/tenant-usage-chargebacks/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-1/authorized-agent-call-graph/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-1/private-agent-networking/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-1/security-testing-red-teaming/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/custom-domain-guardrails/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/fail-closed-fail-open/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/foundry-guardrail-filters/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/guardrail-regression-evidence/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/native-guardrail-controls/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/output-acceptance-gates/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/prompt-shield-attack-paths/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/prompt-shields-attacks/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/tool-call-authorization/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-2/untrusted-result-screening/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/agent-test-layers/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/compatible-set-rollback/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/controlled-promotion-gates/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/environment-release-isolation/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/evaluation-run-acceptance/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/federated-pipeline-controls/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/hosted-agent-cicd/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/operational-release-methods/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/release-lifecycle-governance/</loc><lastmod>2026-10-14T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/microsoft/multi-agent-ai-solutions-expert/2026-10/4-3/reproducible-environment-validation/</loc><lastmod>2026-10-13T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/</loc></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/</loc></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/agent-control-flow/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/agent-information-roles/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/async-endpoint-errors/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/container-workload-objects/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/gpu-inference-capacity/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/model-training-stages/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/nvidia-runtime-roles/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/production-readiness-basics/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/token-inference-costs/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/tool-schema-outputs/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/0/vector-retrieval-basics/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-1/agent-toolkit-ui-server/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-1/interaction-surfaces/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-1/status-sources-and-errors/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-2/agents-the-hard-way/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-2/react-loop-limits/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-2/react-tool-calling-rewoo/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-2/reactive-deliberative-hybrid/</loc><lastmod>2026-10-15T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-2/rewoo-agent-example/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-3/a2a-agent-cards/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-3/math-assistant-a2a/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-3/mcp-a2a-boundary/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-3/remote-agent-access/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-4/automatic-memory-wrapper/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-4/memory-role-stores/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-4/tenant-memory-lifecycle/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-5/agentic-applications-course/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-5/multi-agent-orchestration/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-5/multi-agent-overhead/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-5/specialist-agent-topologies/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-5/specialist-execution-lifecycle/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-6/hybrid-control-flow/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-6/routing-decision-trees/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-6/typed-chain-results/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-6/workflow-state-graphs/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-7/graph-vector-traversal/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-7/triple-extraction-validation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-7/txt2kg-knowledge-graphs/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-7/typed-graph-assertions/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-8/agent-harnesses-skills/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-8/component-replacement/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-8/replica-state-loading/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/1-8/tool-failure-isolation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-1/hitl-iteration-approval/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-1/review-control-transitions/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-1/sync-async-review/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-2/data-flywheel-release-loop/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-2/feedback-repair-taxonomy/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-3/action-explanations/</loc><lastmod>2026-10-17T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-3/decision-record-provenance/</loc><lastmod>2026-10-17T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-3/guardrails-parallel-rails-tracing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-4/approval-impact-reversibility/</loc><lastmod>2026-10-17T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-4/bash-agent-command-approval/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-4/intervention-cancellation/</loc><lastmod>2026-10-17T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-4/jira-ticket-approval/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/10-4/oversight-role-assignment/</loc><lastmod>2026-10-17T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-1/dynamic-context-assembly/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-1/prompt-model-regressions/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-1/rag-agents-course/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-1/schema-response-repair/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-1/system-instruction-layout/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-2/multimodal-retriever-queries/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-2/speech-stream-synchronization/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-2/visual-document-queries/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-2/voice-rag-agent/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-3/adding-agent-toolkit-tools/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-3/external-tool-adapters/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-3/mcp-setup-integration/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-3/mcp-tool-publication/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-3/tool-contract-design/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/agent-toolkit-middleware/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/circuit-breaker-admission/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/failure-observation-routing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/partial-action-recovery/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/retry-delay-budget/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-4/sequential-executor/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-5/agent-toolkit-chat-ui/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-5/dialog-turn-recovery/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-5/session-feedback-branches/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-5/stream-event-routing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-6/action-selection-refinement/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-6/atif-custom-evaluators/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-6/decision-strategy-trials/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-6/grpo-cli-agent-training/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/2-6/tool-trajectory-scores/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/agent-toolkit-evaluation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/judge-human-calibration/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/rag-agent-evaluation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/rag-quality-metrics/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/repeatable-evaluation-runs/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-1/task-benchmark-cases/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-2/comparison-controls/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-2/quality-cost-latency/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-2/report-agent-evaluation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-2/task-slice-variance/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-2/web-query-agent-evaluation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-3/feedback-dataset-curation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-3/trace-linked-feedback/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-4/model-precision-reasoning/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-4/model-selection-optimizer/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-4/optimizer-operating-points/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-4/sampling-reliability/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-5/remediation-impact-ranking/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-5/step-token-latency/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-5/trace-failure-attribution/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/3-5/tracing-evaluation-profiling/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-1/compose-helm-delivery/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-1/deep-researcher-blueprint/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-1/distributed-task-recovery/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-1/multi-agent-chatbot/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-1/service-runtime-split/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-2/agent-release-bundle/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-2/delivery-check-matrix/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-2/rollout-modes-rollback/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-3/aiperf-profiling/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-3/distributed-load-traces/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-3/load-saturation-tests/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-3/serving-slo-metrics/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-4/gpu-operator-install/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-4/gpu-pod-admission/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-4/inference-autoscaling-signals/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-4/inference-worker-selection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-4/rag-production-course/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-5/dgdr-auto-deploy/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-5/gpu-cluster-sizing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-5/replica-recovery-budget/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-5/serving-cost-levers/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/4-5/slo-gpu-sizing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-1/conversation-token-budget/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-1/memory-recall-decay/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-1/memory-write-reconciliation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-1/redis-memory-backend/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-2/reasoning-token-reserve/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-2/self-consistency-reflection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-2/verified-subtask-inputs/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-2/workflow-agent-routing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-3/deep-agents-workshop/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-3/incremental-plan-repair/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-3/plan-completion-checks/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-3/upfront-interleaved-hierarchical-planning/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-4/checkpoint-side-effects/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-4/concurrent-user-updates/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-4/execution-memory-separation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-4/per-user-workflow/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-5/adaptation-regression-tests/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-5/dpo-tic-tac-toe/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-5/preference-reward-training/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/5-5/trajectory-example-reuse/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-1/agentic-rag-planning/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-1/agentic-rag-workshop/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-1/chunk-context-sizing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-1/embedding-reranker-selection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-1/lexical-semantic-fusion/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-2/milvus-gpu-configuration/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-2/rag-vector-backends/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-2/recall-latency-tuning/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-2/vector-index-selection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-2/vector-mutation-isolation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-3/batch-event-ingestion/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-3/document-modality-extraction/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-3/object-storage-ingestion/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-3/retriever-cli-quickstart/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-3/source-permissions-failures/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-4/cli-synthetic-dataset/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-4/corpus-quality-checks/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-4/metadata-synthetic-augmentation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-4/rag-metadata-filtering/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-4/text-cleaning-deduplication/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-5/authorized-source-fusion/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-5/sql-tabular-queries/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-5/streaming-data-rag/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/6-5/streaming-search-freshness/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-1/colang-policy-configuration/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-1/combined-guardrails-healthcare/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-1/nemoguard-detector-validation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-1/nemoguard-nims-microservice/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-1/rail-stage-selection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-2/kubernetes-nim-delivery/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-2/nim-helm-kubernetes/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-2/nim-llm-quickstart/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-2/nim-profile-selection/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-2/nim-startup-validation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-3/agent-toolkit-profiler/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-3/bring-your-own-agent/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-3/framework-agent-adapters/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-3/profiled-workflow-serving/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-3/workflow-instance-wiring/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-4/prefill-cache-scheduling/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-4/quantization-speculation-trials/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-4/speculative-decoding-triton/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-4/triton-llm-serving/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-4/triton-tensorrt-llm-backend/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-5/media-decoding-routes/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-5/speech-nim-asr/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-5/visual-input-sizing/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/7-5/vss-vision-agent-quickstart/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-1/dcgm-prometheus-grafana/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-1/gpu-agent-health/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-1/nim-operator-metrics/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-1/service-reliability-targets/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-2/agent-toolkit-tracing-exporters/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-2/incident-cause-isolation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/8-2/service-log-correlation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/9-3/content-safety-overblocking/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/9-4/garak-guardrails-evaluation/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/certifications/nvidia/agentic-ai-professional/2026-10/9-4/retail-agent-red-teaming/</loc><lastmod>2026-10-16T00:00:00Z</lastmod></url>
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  <url><loc>https://agentic-system.design/contact/</loc></url>
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