#Production
— 3 posts
Feb 18, 2026 · 13m
LLM Evaluation and Guardrails in Production
How to test prompts, catch regressions, score outputs, and defend against prompt injection — with a small eval harness you can ship this week.
AILLMTesting
Mar 12, 2025 · 11m
Integrating AI into Production Applications: A Practical Guide
A comprehensive guide to integrating LLMs and AI models into production applications, covering architecture patterns, cost optimization, fallback strategies, prompt engineering, RAG systems, monitoring, and critical considerations.
AIMachine LearningProduction
Aug 15, 2024 · 10m
Real-Time Data Pipelines: Lessons From Production
Real-time data pipelines sound simple: ingest data, process it, serve results. In production with gigabytes per second, every architectural decision compounds. These are the lessons learned the hard way.
Data EngineeringReal-timeProduction