Tag: Model Context Protocol

Interoperability Patterns to Abstract Large Language Model Providers

Interoperability Patterns to Abstract Large Language Model Providers

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.

Categories

Archives

Recent-posts

Agentic Generative AI: How Autonomous Systems Are Taking Over Complex Workflows

Agentic Generative AI: How Autonomous Systems Are Taking Over Complex Workflows

Aug, 3 2025

Error-Forward Debugging: How to Feed Stack Traces to LLMs for Faster Code Fixes

Error-Forward Debugging: How to Feed Stack Traces to LLMs for Faster Code Fixes

Jan, 17 2026

Pattern Libraries for AI: How Reusable Templates Improve Vibe Coding

Pattern Libraries for AI: How Reusable Templates Improve Vibe Coding

Jan, 8 2026

Procurement Checklists for Vibe Coding Tools: Security and Legal Terms You Can't Ignore

Procurement Checklists for Vibe Coding Tools: Security and Legal Terms You Can't Ignore

Jan, 21 2026

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Jan, 16 2026

PCables AI Interconnects

Menu