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startup-engineering
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What Happens When Everyone Approves the Code but Nobody Owns the Workflow?
AI-written code can pass review and still break a customer workflow. Review the outcome, assign an owner, and release with a repair path.
Ai Product BuildingCode ReviewProduct OperationsStartup Engineering
Kwame’s unexplained payment retry. One duplicate could cost the team trust.
Your AI-generated code passed the demo. Before you merge it, make sure someone can explain how it fails and how to roll it back.
Ai Product BuildingCode ReviewStartup EngineeringProduct Risk
What Should You Do When Terraform Wants to Replace Your Production Database?
Terraform wants to replace production before launch. Here is how to investigate the plan without gambling your database on a deadline.
TerraformInfrastructure As CodeProduction SafetyStartup Engineering
The Square Canisters That Didn’t Fit, and What It Almost Cost Apollo 13
When an AI agent flags a production flaw mid-sprint, use this decision path to protect customers without losing the entire roadmap.
Ai SecurityProduct DecisionsStartup EngineeringFounder Operations