Insights / Author
Zee
Founder of Dopstack. Designs and builds production software, cloud platforms and AI workflows.
Cloud
Will checkout survive your busiest hour?
Test complete purchases under a realistic traffic mix, protect checkout from overload and rehearse retries and recovery before a major sales event.
Engineering
How do you modernize a system that cannot stop?
A step-by-step way to choose a migration boundary, route traffic gradually, reconcile data and make the first legacy-system change recoverable.
AI & Automation
Your AI prototype works. Is the workflow ready for production?
A practical way to scope an AI workflow, evaluate real failures, design human review and release a system that can be paused safely.
Engineering
Where can AI help a legacy migration without rewriting business rules incorrectly?
Use AI to inventory and transform legacy code while proving behavior with golden tests, data reconciliation and recoverable migration slices.
AI & Automation
Who can an AI agent act for? Design tool permissions for production workflows
Design AI agent permissions around the real actor, allowed action, target resource and approval state, then test denial and revocation.
Cloud
Should AI workloads share your developer platform?
Compare shared, hybrid and dedicated developer-platform paths for AI workloads using isolation, operations, cost and ownership constraints.
AI & Automation
What does an AI agent cost per successful task?
Calculate AI agent cost per successful task using all model calls, retries, tools and human review, then compare options without hiding failures.
AI & Automation
How should you secure an MCP server before connecting it to company data?
A practical MCP server security plan for identity, token scope, tool permissions, audit logs and denial tests before company data is connected.
