How to do bug analysis?
What is the purpose of Bug analysis? Some people think it is to classify Bugs, others think it is to prevent Bugs from reoccurring, and some think it is to i...
Posts by Year
2024
How to use GPT-4 to do UI automation testing?
This article introduces our attempt to apply GenAI in UI automation testing. We developed an AI Testing Tool based on gpt-4-turbo and Appium for POC. It enab...
2023
How to perform a root cause analysis using ChatGPT?
In the article Let’s try having ChatGPT ask us questions, we explored how to guide ChatGPT to interact with us in the form of questions. This article applies...
Let’s try having ChatGPT ask us questions
Recently I listened to a lecture by Xu Hao(徐昊) about how to train ChatGPT to become a domain expert so we can use it to solve various problems in that domain...
2022
Trampoline: Eliminate StackOverlfowError
Are you familiar with this error? do you remember the nightmare when writing recursive methods? In this post, we will talk about a technique to eliminate Sta...
Write Junior Code in Scala
What makes us excited when coding? Refactoring the code, involving new technology, or using a fantastic solution to resolve a hard problem?
Reactor Quick Start
Seems it’s very hard, but it follows the Pareto principle…
Where should we check if the list is empty?
In 2022, I’m back to the Java tech stack(I should be crazy!). There is a poetry in China: “Of Mountain Lu we cannot make out the true face, For we are lost ...
jlogger - print log in JSON format
I developed a scala log library…
2021
How to publish Scala library to Central Repository?
What is Central Repository?
How to build a simple Google proxy?
In China, we can’t use google, lots of people will set up their VPN. But if we only use Google to search, running a VPN instance is too expensive.
Scala3 Implicit
Scala3 did lots of improvement in Implicit, which is the most painful feature in Scala2.
Tagless Final
Tagless Final is a coding pattern in Scala.
2020
Practice in Real Scala Project
In this blog, I will share some practice in our Scala project, hope this can help you.
Python 工程管理
接触Python也有五六年了，一直都是小打小闹，撑死了也就一个几十行的小脚本。 大型工程也就知道需要一个requirement.txt去管理依赖，从来没有实践过。 前段时间用Python开发了一个图床工具simple-image-tool， 在这里分享一下用到的工程管理工具Poetry(主页很酷炫)
Reader Pattern
We already introduced Reader Monad, It can inject dependency to function by returning a Reader effect.
Reader Monad
Reader Monad is very popular in FP, you can find lots of high quality blogs by Google.
Cake Pattern
Cake Pattern is the inborn Dependency Injection in Scala.
Self-types
In this blog, we will talk about Self-types which is not used very often, but it’s an important concept to understand Cake Pattern, so it’s worth to do a sim...
Simple Image Tool 0.0.1
今天我们一起来看看如何搭建一个图床
Awesome Highlighter 0.0.2 发布
Awesome Hightlighter 0.0.2 发布啦，增加了一些新功能，修复了一些bug. 欢迎同学们升级使用!
Doobie Introduction
Database is always a thing for developer to consider, there are lots of tools in other languages. In this blog, Let’s introduce a tool for Scala developer: ...
新轮子- Copy as Markdown
闲来无事就造造轮子，今天为大家介绍一个Chrome插件Copy as Markdown
idea-note 0.0.2
idea-note 0.0.2版本发布，主要完成了Git加密同步和一些代码优化。
Free Monad
When we talk about Free Monad, almost everyone just tell us Free Monad can split the definition and implementation of program which is more flexible and easy...
如何在Vim上把Scala玩的飞起？
这篇博客只适合那些已经入坑Neovim的读者. 对于想入坑的读者，也欢迎尝试入坑，挺过刚开始的各种报错，尝试过各种眼花缭乱的插件，最终化繁为简甚至自写插件，你将看到一片新大陆。
Http4s v0.20 Introduction
What is http4s?
乞丐版笔记工具- idea-note
周末无聊自己在家里造了一个粗糙的轮子idea-note。
Monad
In this blog we will talk about Monad which is the core concept of FP. We won’t touch any category theory which belong to mathematics. We will try to find ou...
Circe Introduction
In the micro service, we always use RESTFul API as communication protocol which pass data using JSON format. So the mapping between JSON and Data Model is an...
Underscore
In this small blog, we will try to summarize the usage of underscore in Scala.
Algebraic Data Type
In this blog, we will talk about Algebraic Data Type in Scala and try to find out why we need it.
2019
What is Functional Programming?
In this blog, we will talk about the nature of Functional Programming.
Type Classes
In this blog, we will talk about Type Class in Scala and try to find out why we need this pattern.
What is Effect?
In the world of Functional Programming, we are familiar with the Side-Effect1, but we rarely mentioned Effect. In this blog, we will try to explain it from c...
Review map and flatMap from code
In this blog, we will talk about map and flatMap again. they are the most common monadic operations in functional programming. I don’t want to tell you what’...
OAuth 2.0 Introduction
Recently I read a book Mastering OAuth 2.01, it give me a very clear picture for this protocol. In this blog I want to share the knowledge I learned in this ...
2018
Cognito
## Pain Point
The Vim Commands I Used
Vim is an awesome editor and you can find the Vim simlulator in lots of popular editors(such as Intellij Idea, Atom, Sublime Text). it will make your life mo...
Try Is Not A Monad
In this blog we will talk about scala.util.Try and try to figure out if it is a Monad.
Implicits and Variances
We have talked about Implicits1 and Variances2 detailedly, In this blog we will talk about an edge case when use them together. Implicits ...
Implicits
In this blog, we will talk about the basic knowledge of Implicits in Scala and some common programming situations where you can use Implicits.
The Problem of List Concatenation
In this blog we will talk about the problem of list concatenation and give a rough introduction to Trampoline.1 Steven E. Ganz and Daniel P. ...
How To Set Up A Personal Blog
Blog is a good place to share your knowledge, enhance your skills. It’s pretty cool to have your own blog website.
Pattern Matching
Pattern matching is a powerful tool in Scala. it has a common syntax like
DynamoDB Basic Knowledge
DynamoDB is a no-sql database supplied by AWS, we will talk about some basic knowledge and best practice about it.
kops Introduction
A hello world of kops, you can learn how to use kops and some kubernetes demo
2017
Fix the ESLint issue in Vim
Create a custom maker to allow Neomake use local ESLint
2016
Emotion Recognition Notes
研究情感识别时读到的一些论文
NodeJS REST Framework
Metrics