Note: This page is an AI-generated (gpt-5-mini-2025-08-07) translation from Traditional Chinese and may contain minor inaccuracies.

📌 Introduction

With the rise of AI Code Assist, many have found that pure “vibe coding” is hard to maintain, and Context Engineering along with traditional development processes (BDD, TDD, SDD) are being re-emphasized. This article introduces two simple and useful requirement writing templates: EARS and GWT.

📌 Introduction

While installing the Docker Model Plugin on Ubuntu 24.04, I ran into an issue where apt couldn’t locate the package. It turned out that the Docker repository was pointing to the wrong release (focal instead of noble).

⭐ Note
This article was initially drafted with the help of ChatGPT based on a real issue I encountered. I verified the solution and revised the content to ensure accuracy and clarity for others facing similar problems.

📌 Introduction

ngrok provides users with free static domains!

Note: This page is an AI-generated (gpt-5-mini-2025-08-07) translation from Traditional Chinese and may contain minor inaccuracies.

📌 Introduction

When using the AWS CLI, if the MFA-generated AWS_SESSION_TOKEN expires, it can cause InvalidToken or InvalidClientTokenId errors

Note: This page is an AI-generated (gpt-5-mini-2025-08-07) translation from Traditional Chinese and may contain minor inaccuracies.

📌 Introduction

This guide explains how to use AWS SAM to create and run Lambda functions, including basic installation, project structure explanation, and the workflow for running Lambdas locally

📌 Introduction

This article shows how to detect unsafe PyTorch models using a simple example and the modelscan tool.

📌 Introduction

In short, Codex didn’t perform well at all.

📌 What is an OCI Artifact?

The full name of OCI Artifact is Open Container Initiative Artifact. It is a unified format that can be used to store anything — whether it’s a Docker image, Helm chart, WASM module, ML model, SBOM, policy, or scan report.

Most importantly, anything that follows the OCI format can be uploaded to or downloaded from a registry (e.g., Harbor, DockerHub, Artifact Hub).

Note: This page is an AI-generated (gpt-5-mini-2025-08-07) translation from Traditional Chinese and may contain minor inaccuracies.

📌 Introduction

To use Docker on a Mac, you don’t have to install the official Docker Desktop; you can use lighter alternatives like Colima. However, if you previously installed Docker Desktop and later installed the Docker CLI via Homebrew, leftover settings may cause some errors.

Note: This page is an AI-generated (gpt-5-mini-2025-08-07) translation from Traditional Chinese and may contain minor inaccuracies.

📌 Introduction

⭐ Note
This article was generated by ChatGPT and published after human review. Content is for reference only. It mainly discusses the relationship between DevOps, SA, and EA roles and how a DevOps engineer can transition to an SA or EA role.