AI圈报教程 / 实战普通
From Prompt Engineering to Context Engineering: The Skill AI Developers Actually Need
内容摘要
The most dangerous failure in an LLM application is not a bad prompt. It is a perfect prompt wrapped...
相关推荐
综合分类、实体标签与信息来源匹配
教程 / 实战普通
I Rebuilt My RAG Pipeline Without LangChain — What Got Better and What Got Worse
The first time I seriously doubted the framework was not because the model hallucinated. It was...
信息来源：DEV Community
教程 / 实战普通
Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect
AI agents don’t use web browsers. They don’t click buttons, submit forms, or trigger standard HTTP...
信息来源：DEV Community
教程 / 实战普通
Building a Production RAG Pipeline with n8n, Qdrant, and Gemini: A Step-by-Step Walkthrough
The first version of a RAG system always looks convincing. You connect a document loader, a vector...
信息来源：DEV Community · Gemini
教程 / 实战普通
Multi-Agent Orchestration in Laravel: Coordinating Specialists Instead of One Giant Prompt
The first version of most AI features is not a system. It is one giant prompt doing too many...
信息来源：DEV Community
教程 / 实战普通
The Hidden Cost of AI Agents: A Token Budget Framework for Production Laravel Apps
Your Laravel app adds an agent. The controller action looks harmless: one user message, one model...
信息来源：DEV Community
教程 / 实战普通
We Deleted Our Vector Database. Postgres Was Faster.
We paid for a vector database for a year. It was faster than Postgres at the one thing it does. We...
信息来源：DEV Community
教程 / 实战普通
Why Better Prompts Won't Save Your Broken AI Agent
The tenth prompt tweak usually feels like progress. The eleventh reveals the problem: the fix that...
信息来源：DEV Community
教程 / 实战普通
Why AI Agents Need an Evaluation Loop, Not Another Better Prompt
The tenth prompt tweak usually feels like progress. The eleventh reveals the problem: the fix that...
信息来源：DEV Community
教程 / 实战普通
The Next RAG Problem Isn’t Retrieval — It’s Knowing When Not to Retrieve
The most expensive RAG failure is often not an empty search result. It is a confident answer built...
信息来源：DEV Community
教程 / 实战普通
RAG vs Memory vs Tools: What Information Should an AI Agent Actually Store?
The first time an AI agent remembers something useful, it feels like product magic. The first time...
信息来源：DEV Community