Tag: Model Context Protocol

Learn how to abstract LLM providers using proven interoperability patterns like LiteLLM and LangChain to avoid vendor lock-in, cut costs, and handle model switching safely. Real-world examples and 2025 best practices included.

Recent-posts

Predicting Performance Gains from Scaling Large Language Models

Predicting Performance Gains from Scaling Large Language Models

Mar, 15 2026

Domain Adaptation in NLP: Fine-Tuning Large Language Models for Specialized Fields

Domain Adaptation in NLP: Fine-Tuning Large Language Models for Specialized Fields

Feb, 24 2026

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Jul, 26 2025

Why Tokenization Still Matters in the Age of Large Language Models

Why Tokenization Still Matters in the Age of Large Language Models

Sep, 21 2025

Safety Use Cases for Large Language Models in Regulated Industries

Safety Use Cases for Large Language Models in Regulated Industries

Jul, 8 2026