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AI automation articles

Practical notes on agentic AI workflows, human review, observability, and production automation that can survive real operations.

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5 articles

Every article across AI, mobile, and backend engineering.

Practical notes on agentic AI workflows, human review, observability, and production automation that can survive real operations.

Architecture, performance, retention, and AI feature decisions for mobile apps that need to stay fast, useful, and maintainable.

Backend architecture, permissions, security, and production platform decisions behind durable AI and software systems.

1–5 of 5

AI automationAgentic AIAI Integration

How to introduce agentic AI into an existing business without turning the first release into a risky platform rewrite.

June 11, 20265 minGolub Softworks

AI automationAgentic AIObservability

What to log, trace, and measure before giving AI agents real operational responsibility.

June 11, 20265 minGolub Softworks

AI automationHuman-in-the-loopAI Safety

How to use human review, approvals, and escalation paths to make AI automation safer and more useful.

June 11, 20265 minGolub Softworks

AI automationAgentic AICustomer Operations

Practical starting points for AI agents in support, CRM, account operations, and customer-facing workflows.

June 11, 20265 minGolub Softworks

AI automationAgentic AIWorkflow Automation

A practical Golub Softworks field note on designing agentic AI systems around real operational boundaries, not loose prompts and disconnected tools.

June 10, 20265 minGolub Softworks