Tag
MLOps
Field notes from our engineers on AI, product engineering, cloud, data and the craft of delivering software that lasts.
Articles
2 articles
AI & ML
From AI Proof of Concept to Production: What Changes?
What really changes when an AI prototype becomes a production system: data pipelines, measured quality, reliability, governance and ownership, plus practical readiness gates for deciding when to launch.
AI & ML
How to Build a Production-Ready RAG System: A Practical Guide
Retrieval-augmented generation looks easy in a demo and hard in production. Here's the architecture, the trade-offs and the checklist we use to build RAG that customers actually rely…