AI-Assisted Development Stack: How gstack, Superpowers, and Compound Engineering Work Together
16 days ago 高效码农The Three-Layer Architecture of AI-Assisted Development: How gstack, Superpowers, and Compound Engineering Work Together What are the fundamental differences between gstack, Superpowers, and Compound Engineering, and how should developers combine them to build a complete AI-assisted workflow? These three Claude Code tools—gstack by Garry Tan (54.6K stars), Superpowers by Jesse Vincent (121K stars), and Compound Engineering by Every Inc (11.5K stars)—are not competitors. They operate at three distinct layers of the development stack: decision-making, process structuring, and knowledge accumulation. Most developers make the mistake of installing one tool and assuming they have complete coverage. This article explains why you need …
Claude Code Memory Limits: 9 Proven Context Window Management Strategies
1 months ago 高效码农I Spent 3 Months Battling Claude Code’s Memory Limits. Here Are 9 Fixes That Saved Me You’ve been using it wrong. I did too. For three months, I blamed the model. I thought my prompts weren’t sharp enough, or that I’d chosen the wrong settings. But the real problem was hiding in plain sight: the context window. It’s the elephant in the room. Your AI assistant seems to get dumber over time. You think it’s losing capability. In reality, you’ve just filled up its whiteboard. This article isn’t theory. It’s the playbook I built from three months of real failures …
The Ultimate Collection of Free Public APIs for Developers
1 months ago 高效码农The Ultimate Collection of Free Public APIs for Developers In the world of software development, APIs (Application Programming Interfaces) act as the essential bridges connecting different services and functionalities. Today, we are highlighting a comprehensive repository of Public APIs, meticulously curated by community members and the team at APILayer. Whether you are building a side project, prototyping a new app, or integrating critical features into a product, this list serves as a treasure trove of resources. APILayer is known as the fastest way to integrate APIs into any product. You can explore APILayer APIs for your next project or join …