A practical roadmap for agentic AI 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
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We occasionally write about building production AI systems, hard engineering decisions, and what actually works in the field.
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11 articles
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11Every article across AI, mobile, and backend engineering.
AI automation
5Practical notes on agentic AI workflows, human review, observability, and production automation that can survive real operations.
Mobile engineering
3Architecture, performance, retention, and AI feature decisions for mobile apps that need to stay fast, useful, and maintainable.
Backend infrastructure
3Backend architecture, permissions, security, and production platform decisions behind durable AI and software systems.
1–9 of 11
AI agent observability starts before production
What to log, trace, and measure before giving AI agents real operational responsibility.
June 11, 20265 minGolub Softworks
Human-in-the-loop AI is a system design choice
How to use human review, approvals, and escalation paths to make AI automation safer and more useful.
June 11, 20265 minGolub Softworks
Where agentic AI helps customer operations first
Practical starting points for AI agents in support, CRM, account operations, and customer-facing workflows.
June 11, 20265 minGolub Softworks
Mobile AI features should earn their place
How to decide whether an AI feature belongs inside a mobile app, and how to design it so users actually benefit.
June 11, 20265 minGolub Softworks
Mobile app performance is a retention feature
Why launch time, frame stability, network behavior, and battery use directly affect whether users keep a mobile app.
June 11, 20265 minGolub Softworks
Choosing a cross-platform mobile architecture
A practical way to compare native, shared-code, and cross-platform mobile options without framework hype.
June 11, 20265 minGolub Softworks
Backend architecture for AI products that last
The backend pieces that make AI products reliable: queues, permissions, state, audit logs, integrations, and cost controls.
June 11, 20265 minGolub Softworks
Security and permissions for AI automation
How to design least-privilege access, audit trails, and data boundaries for AI agents that can use tools.
June 11, 20265 minGolub Softworks