https://golubsoftworks.com/en/blog We occasionally write about building production AI systems, hard engineering decisions, and what actually works in the field. en Tue, 16 Jun 2026 13:35:24 GMT https://golubsoftworks.com/en/blog/agentic-ai-integration-roadmaphttps://golubsoftworks.com/en/blog/agentic-ai-integration-roadmapHow to introduce agentic AI into an existing business without turning the first release into a risky platform rewrite.Thu, 11 Jun 2026 08:50:00 GMTGolub SoftworksAgentic AIAI IntegrationWorkflow Automationhttps://golubsoftworks.com/en/blog/ai-agent-observabilityhttps://golubsoftworks.com/en/blog/ai-agent-observabilityWhat to log, trace, and measure before giving AI agents real operational responsibility.Thu, 11 Jun 2026 08:40:00 GMTGolub SoftworksAgentic AIObservabilityProduction Engineeringhttps://golubsoftworks.com/en/blog/human-in-the-loop-ai-systemshttps://golubsoftworks.com/en/blog/human-in-the-loop-ai-systemsHow to use human review, approvals, and escalation paths to make AI automation safer and more useful.Thu, 11 Jun 2026 08:30:00 GMTGolub SoftworksHuman-in-the-loopAI SafetyWorkflow Designhttps://golubsoftworks.com/en/blog/agentic-ai-for-customer-operationshttps://golubsoftworks.com/en/blog/agentic-ai-for-customer-operationsPractical starting points for AI agents in support, CRM, account operations, and customer-facing workflows.Thu, 11 Jun 2026 08:20:00 GMTGolub SoftworksAgentic AICustomer OperationsCRM Automationhttps://golubsoftworks.com/en/blog/mobile-app-ai-features-that-actually-helphttps://golubsoftworks.com/en/blog/mobile-app-ai-features-that-actually-helpHow to decide whether an AI feature belongs inside a mobile app, and how to design it so users actually benefit.Thu, 11 Jun 2026 08:10:00 GMTGolub SoftworksMobile AppsAI FeaturesProduct Designhttps://golubsoftworks.com/en/blog/mobile-app-performance-retentionhttps://golubsoftworks.com/en/blog/mobile-app-performance-retentionWhy launch time, frame stability, network behavior, and battery use directly affect whether users keep a mobile app.Thu, 11 Jun 2026 08:00:00 GMTGolub SoftworksMobile AppsPerformanceRetentionhttps://golubsoftworks.com/en/blog/cross-platform-mobile-architecturehttps://golubsoftworks.com/en/blog/cross-platform-mobile-architectureA practical way to compare native, shared-code, and cross-platform mobile options without framework hype.Thu, 11 Jun 2026 07:50:00 GMTGolub SoftworksMobile ArchitectureCross-platformEngineering Strategyhttps://golubsoftworks.com/en/blog/backend-architecture-for-ai-productshttps://golubsoftworks.com/en/blog/backend-architecture-for-ai-productsThe backend pieces that make AI products reliable: queues, permissions, state, audit logs, integrations, and cost controls.Thu, 11 Jun 2026 07:40:00 GMTGolub SoftworksBackend ArchitectureAI ProductsProduction Systemshttps://golubsoftworks.com/en/blog/ai-automation-security-permissionshttps://golubsoftworks.com/en/blog/ai-automation-security-permissionsHow to design least-privilege access, audit trails, and data boundaries for AI agents that can use tools.Thu, 11 Jun 2026 07:30:00 GMTGolub SoftworksAI SecurityPermissionsAutomationhttps://golubsoftworks.com/en/blog/from-ai-demo-to-production-systemhttps://golubsoftworks.com/en/blog/from-ai-demo-to-production-systemThe practical gap between an impressive AI prototype and a reliable production system that teams can operate.Thu, 11 Jun 2026 07:20:00 GMTGolub SoftworksAI ProductionSoftware DeliveryAgentic AIhttps://golubsoftworks.com/en/blog/production-ai-agent-workflowshttps://golubsoftworks.com/en/blog/production-ai-agent-workflowsA practical Golub Softworks field note on designing agentic AI systems around real operational boundaries, not loose prompts and disconnected tools.Wed, 10 Jun 2026 00:00:00 GMTGolub SoftworksAgentic AIWorkflow AutomationProduction Engineering