Production Glossary

Browse 9 production terms defined in plain English, from the cultural dictionary of computing.

9 Production Terms

Caught in the Wild
Observed happening in real production use rather than only in tests, demos, or theory. In software slang, a bug caught in the wild usually carries more urgency...
Guardrails
Validation layers applied to AI model inputs and outputs to enforce safety, accuracy, and compliance constraints. Can include content filters, format...
Hotfix
Hotfix is an urgent software patch deployed directly to production to address a critical bug, security vulnerability, or outage without going through the full...
Inference
The process of using a trained model to make predictions or generate outputs from new inputs. As opposed to training (which teaches the model), inference is...
Inference
The process of running a trained machine learning model on new data to generate predictions or outputs. Unlike training (which learns patterns), inference...
Live in Production
Actively running and available in the real production environment rather than only in staging, tests, or local development. The phrase often marks the point...
Prod Down
A blunt shorthand for production being unavailable or badly degraded. In engineering slang, hearing 'prod down' resets the room immediately because priorities...
Production AI
AI systems that are running in real production environments and serving meaningful workloads rather than being confined to demos or prototypes. Production AI...
Stable Release
A version of software intended for reliable use in production, with reduced change velocity and stronger expectations around backward compatibility and...

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