Revolutionize Your Dev Workflow: Autonomous Multi-Agent Code Generation Platform
1 months ago 高效码农CodeMachine: The Autonomous Multi-Agent Platform That Built Itself Have you ever imagined being able to automatically receive a complete, functional project codebase just by providing a requirements document? This might sound like science fiction, but today I’m introducing you to a tool that turns this fantasy into reality: CodeMachine. What Exactly is CodeMachine? CodeMachine is a command-line native autonomous multi-agent platform that operates locally on your computer, transforming specification files into production-ready code through coordinated AI workflows. Picture this: you have a project idea, write detailed specifications, and then CodeMachine functions like a well-trained development team, automatically handling system design, …
Building Intelligent Research Agents: Gemini and LangGraph Power Dynamic Search Iteration
7 months ago 高效码农Building a Full-Stack Research Agent with Gemini and LangGraph Implementing Dynamic Search + Knowledge Iteration for Intelligent Q&A Systems Have you ever faced this scenario? When researching complex topics, traditional search engines return fragmented information. You manually sift through sources, verify accuracy, and piece together insights—a time-consuming process. This open-source solution using Google Gemini and LangGraph automates dynamic search → knowledge iteration → trusted answers with full citation support. This guide explores a full-stack implementation covering: ✅ Zero-to-production deployment with React + LangGraph ✅ The 7-step workflow of research agents ✅ Docker deployment for production environments ✅ Troubleshooting common issues …