Abstract AlgorithmsAbstract Algorithms

  • Home
  • All Posts
  • All Series
  • About

Category

tool-use

2 articles in this category

Skills vs LangChain, LangGraph, MCP, and Tools: A Practical Architecture Guide

TLDR: These are not competing ideas. They are layers. Tools do one action. MCP standardizes access to actions and resources. LangChain and LangGraph orchestrate calls. Skills package business outcomes with contracts, guardrails, and evaluation. Most ...

Mar 12, 2026•10 min read

LLM Skills vs Tools: The Missing Layer in Agent Design

TLDR: A tool is a single callable capability (search, SQL, calculator). A skill is a reusable mini-workflow that coordinates multiple tool calls with policy, guardrails, retries, and output structure. If you model everything as "just tools," your age...

Mar 12, 2026•11 min read

Abstract Algorithms

Exploring the fascinating world of algorithms, data structures, and software engineering through clear explanations and practical examples.

Navigation

  • Home
  • All Posts
  • All Series
  • About

Series

  • Machine Learning Mastery

Popular Topics

  • System Design
  • interview-prep
  • llm
  • distributed systems
  • Reliability
  • Databases

Author

Abstract Algorithms

Abstract Algorithms

@abstractalgorithms

© 2026 Abstract Algorithms. All rights reserved.

Powered by Hashnode