Smart Ralph is a Claude Code plugin that turns your vague feature ideas into structured specs, then executes them task-by-task. Like having a tiny product team in your terminal. You: "Add user ...
New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...
The path from block-based programming to vibe coding represents a shift from mastering the mechanics of implementation to ...
Learning to program in C on an online platform can provide structured learning and a certification to show along with your resume. Learning C can still be useful in 2026, especially if you want to ...
Prompt Engineering 教你怎么把一个问题问好——措辞、示例、输出格式。Context Engineering 管的是模型在推理时看到的全部内容——系统指令、工具定义、记忆、历史。Harness Engineering 是给单次运行配齐装备——规则、钩子、检查器。而 Loop 在 Harness 的楼上一层。
Abstract: In industrial control systems, the generation and verification of Programmable Logic Controller (PLC) code are crucial for ensuring operational efficiency and safety. While Large Language ...
For roughly two years, working with a coding agent meant the same. You wrote a prompt, you read what came back, you typed the next thing. The agent was a tool and you held it the entire time, one turn ...
Claude Code 虽然很复杂(50 万行),但是却非常精巧。从本质上来说,就是两层 while (true) {} 的循环,组织起来的读写查文件三个工具调用。我用了 56 行,复刻了一下 Claude Code 的最核心代码,虽然不能真的做到平替,但是写些简单的代码是可以的,最主要是理解 Claude Code(或者大多数 Agent)的工作 ...
In WWDC26, Apple has introduced updates to its developer toolchain, including new intelligence frameworks, an expanded Foundation Models API, and Xcode 27 with agentic coding capabilities. At the same ...
Agent starts → cortex_get_state → knows everything → works → cortex_save_snapshot → done Cortex Pipeline is a goal-driven autonomous execution engine. Give it a goal, and it plans, executes, tests, ...