Why is the Training of Large AI Models Dominated by the Python Ecosystem?

Why is the Training of Large AI Models Dominated by the Python Ecosystem?

This is a very good question that touches on a core practice model in the field of AI engineering. Let’s break it down in detail. Part One: Why is the Training of Large AI Models Dominated by Python? This is not because Python is particularly powerful in terms of performance, but rather because a strong … Read more

Golang HTTP Request Timeout and Retry: Building Highly Reliable Network Requests

Golang HTTP Request Timeout and Retry: Building Highly Reliable Network Requests

Table of Contents 1. Introduction 2. Risks and Necessity of Timeout Control 3. Timeout Parameter Examples 4. Context-Based Timeout Implementation 1. Context Timeout Propagation 2. Tracked Timeout Control 5. Retry Strategies 1. Exponential Backoff and Jitter 2. Error Type Judgment 6. Idempotency Guarantee 1. Request ID + Redis Implementation 2. Business Layer Idempotency Strategies 7. … Read more

Unified Error Handling Middleware for Golang HTTP

Unified Error Handling Middleware for Golang HTTP

Unified error handling is implemented through middleware and the ErrorResponse structure, capturing panics and standardizing responses. The middleware uses defer and recover to prevent crashes, and the writeError function simplifies error returns, ensuring consistent and maintainable API error responses when integrated with routing. In Go language development for web services, unified error handling is key … Read more

Abandoning fasthttp Client: A Case Study

Abandoning fasthttp Client: A Case Study

Abandoning fasthttp Client: A Case Study Recently, I developed a web service with strict latency requirements that needed to call external HTTPS services. The maximum allowed latency was 50ms, with a maximum QPS of about 1000 (the deployed machine was configured with 4 CPU cores, 8GB of memory, and an outbound bandwidth of 12Mbps). Since … Read more

Scheduler Fairness and Real-Time Performance: Golang vs Erlang

Scheduler Fairness and Real-Time Performance: Golang vs Erlang

Scheduler Fairness and Real-Time Performance: Golang vs Erlang Overview This codebase contains a comparative analysis of scheduling fairness and real-time performance between Golang and Erlang. Tests indicate that the performance of Golang’s goroutine scheduler is subpar — it is coarse, unfair, and lacks good real-time capabilities. In contrast, Erlang’s scheduler excels in both fairness and … Read more

Implementing a Simple HTTP Proxy in Golang

Implementing a Simple HTTP Proxy in Golang

This article provides a detailed introduction to implementing an HTTP proxy using Golang. Those who have a need in practical applications can learn from it! A proxy is an important function in networking, serving to retrieve network information on behalf of network users. Figuratively speaking, it acts as a transfer station for network information. For … Read more

Simple and Efficient Encryption Algorithm TEA Implementation in Go

Simple and Efficient Encryption Algorithm TEA Implementation in Go

Click the blue “Go Language Chinese Network” above to follow, and learn Go together every day 1. What is the TEA Encryption Algorithm TEA (Tiny Encryption Algorithm) is a simple and efficient encryption algorithm, known for its fast encryption and decryption speed and simple and efficient implementation. This article contains a lot of code; if … Read more

GoLang HTTP Header Case Sensitivity Issues

GoLang HTTP Header Case Sensitivity Issues

Introduction Today, while using the http package in GoLang, I found that the case of the headers I set did not match what I passed in. Standards The HTTP standard states that HTTP headers are case insensitive. GoLang HTTP GoLang normalizes headers when setting them, capitalizing the first letter and the first letter after a … Read more

Implementing a Simple HTTP Proxy in Golang

Implementing a Simple HTTP Proxy in Golang

This article details the implementation of an HTTP proxy using Golang. Those who have such needs in practical business can start learning! A proxy is an important function in the network, which serves to proxy network users to obtain network information. Figuratively speaking, it is a transfer station for network information. For clients, the proxy … Read more

Using Bcrypt for Password Encryption and Verification in Golang

Hi everyone, I am Hu Ge. Recently, while handling user login functionality in a project, I encountered a “common issue”—how to securely store user passwords. As a programmer who has been battling on the front line for years, I am very aware of how sensitive password storage is. Especially if the database is compromised, and … Read more