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AI Agent Data: Production Realities That Break Demo SuccessPerforce Delphix Synthetic Data: ML‑Based Synthetic Data Generation Cuts Production Data Exposure for DevOps TestingAlways‑On AI Agents Show Rising Boundary Errors in Longer Task ChainsDeploy‑anywhere Spanner: GA brings on‑prem and multi‑cloud capabilities to AI workloadsTurning Kubernetes Policy Gates into Guardrails for Faster, Safer DeploymentsAzure Container Apps Express GA: Sub‑second startup on microVM sandbox, but key integrations missingBasin GA unlocks serverless pipelines, Iceberg catalog, and SQL for Cloudflare analyticsAI Search GA: What Engineers Need to Adjust for Hybrid, Multimodal, and OCR ChangesAI Agent Data: Production Realities That Break Demo SuccessPerforce Delphix Synthetic Data: ML‑Based Synthetic Data Generation Cuts Production Data Exposure for DevOps TestingAlways‑On AI Agents Show Rising Boundary Errors in Longer Task ChainsDeploy‑anywhere Spanner: GA brings on‑prem and multi‑cloud capabilities to AI workloadsTurning Kubernetes Policy Gates into Guardrails for Faster, Safer DeploymentsAzure Container Apps Express GA: Sub‑second startup on microVM sandbox, but key integrations missingBasin GA unlocks serverless pipelines, Iceberg catalog, and SQL for Cloudflare analyticsAI Search GA: What Engineers Need to Adjust for Hybrid, Multimodal, and OCR Changes