Blog Page 2 | nettee

Blog

23 posts, page 2 of 3

The Ultimate Guide to LLM Structured Outputs

How can you ensure LLMs consistently output structured content? This article highly recommends forced tool calling and provides best practices for integrating with Pydantic.

Jul 20, 2025 · 1602 words

AI Agent

Historical Coincidence: Why Did WebFlux Choose Complex Reactive Programming?

This article looks back at history to reveal that WebFlux's adoption of reactive programming was a necessary engineering compromise to fill the gap left by the lack of coroutine support in Java at the time.

Jul 9, 2025 · 2044 words

Programming Language

Deconstructing Claude Research: An Engineering Masterclass from Anthropic

This article analyzes the highlights of the Claude Research system, revealing the architectural design, engineering best practices, and challenges of multi-agent system collaboration.

Jul 3, 2025 · 1432 words

AI Agent

How to Wrap Gemini CLI as an API to Use Gemini 2.5 Pro for Free

This article explains the principles behind the gemini-cli-proxy project: how it wraps the Gemini CLI into an OpenAI standard interface, enabling free use of the Gemini 2.5 Pro model.

Jun 29, 2025 · 1067 words

Vibe Coding Philosophy: Programming with AI Like Mentoring an Intern

Vibe Coding sounds appealing, but have you ever felt exhausted by it, thinking it's just a facade? This article will introduce a simple yet powerful approach that allows you to master AI and turn it into your true programming partner.

Jun 18, 2025 · 1638 words

AI Coding

If You Can Code, Remember You Can Be a Creator

This article, through the author's experience of developing a music practice website, explains how programmers can overcome career burnout and rediscover the joy and sense of accomplishment of programming as a creator by establishing a complete closed loop from conception to implementation.

May 21, 2025 · 1096 words

Personal Growth

A Bold Claim: Java Will Be Abandoned by Many in the AI-Assisted Coding Era

In the AI-assisted coding era, Java's verbosity and reliance on complex frameworks and design patterns make it less efficient than languages like Python when collaborating with AI tools, potentially leading more developers to abandon Java in future technology choices.

Apr 26, 2025 · 783 words

AI CodingProgramming Language

How Java Retrieves Actual Generic Types: Insights from SimpleChannelInboundHandler

Using Netty as an example, this article provides an in-depth analysis of how Java retrieves actual generic types from bytecode through inheritance hierarchies after type erasure.

Jan 28, 2024 · 750 words

Programming Language

How to Implement a Simple Parser from Scratch

This article explains, step-by-step, how to implement a lightweight parser from scratch using an expression parsing example, simplifying seemingly complex tasks.

Aug 4, 2019 · 1195 words

Java 8: De Facto Multiple Inheritance Language

This article analyzes Java 8's `default` keyword, revealing how it enables Java to indirectly achieve multiple inheritance and reintroduces the classic diamond problem.

Dec 26, 2018 · 824 words

Programming Language