How to move from AI demo to production system
The practical gap between an impressive AI prototype and a reliable production system that teams can operate.
June 11, 20265 minGolub Softworks
WRITING
Blog - Page 2
We occasionally write about building production AI systems, hard engineering decisions, and what actually works in the field.
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11 articles
All posts
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.
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Production AI agents need workflow boundaries before tools
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