CodeSteps

Python, C, C++, C#, PowerShell, Android, Visual C++, Java ...

Author : Malin

How LangGraph works?

Here’s how LangGraph works — it’s a framework for building stateful, multi-step AI agent workflows as a graph of nodes and edges. The core idea — LangGraph models an agent as a directed graph. Instead of a linear chain of LLM calls, you have nodes (Python/JS functions) connected by edges (transitions). A single shared state […]

Feature Scaling in Machine Learning

Feature scaling is the process of normalizing or standardizing the range of independent variables (features) in a dataset. It ensures that no single feature dominates others due to differences in magnitude, which can significantly affect the performance of many machine learning algorithms. Why is Feature Scaling Important? Consider a dataset with two features: Age: ranges […]

OpenClaw vs n8n

The core difference in one sentence OpenClaw is an AI-first agent that thrives on autonomy, natural language interaction, and proactive task execution. n8n is a workflow-first platform that excels at structured, repeatable, team-friendly automation with a visual interface. What is OpenClaw? OpenClaw is a free and open-source autonomous AI agent that can execute tasks via […]

Linux – An introduction to inodes

In Linux, file system is uses i-nodes called index nodes to keep the information of the files or directories. Each file or directory in Linux file system has an associated inode. Each inode is unique. Depending on the file system setup, we can have maximum number of inodes. inode is nothing but a structure to […]

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