Open SWE Agent: Revolutionizing Developer Productivity with Cloud-Native Automation
1 days ago 高效码农Understanding Open SWE: A Friendly Guide to the Cloud-Native, Open-Source Coding Agent That Writes Pull Requests While You Sleep Imagine hiring an experienced engineer who never sleeps, reads your entire codebase in minutes, drafts a detailed plan, and opens a ready-to-merge pull request—all before your morning coffee. That engineer is called Open SWE, and this guide will walk you through everything you need to know. 1. What Exactly Is Open SWE? Open SWE is an open-source, asynchronous, cloud-native coding agent. Built on the LangGraph framework, it can: Understand a repository from scratch Plan a solution for any task you describe …
From Code to Cloud: How to Deploy Your First LLM App with a Full CI/CD Pipeline
3 months ago 高效码农From Idea to Production: How to Deploy Your First LLM App with a Full CI/CD Pipeline Deployment Workflow Why This Guide Matters Every week, developers ask me: “How do I turn this AI prototype into a real-world application?” Many have working demos in Jupyter notebooks or Hugging Face Spaces but struggle to deploy them as scalable services. This guide bridges that gap using a real-world example: a FastAPI-based image generator powered by Replicate’s Flux model. Follow along to learn how professionals ship AI applications from local code to production. Core Functionality Explained In a Nutshell User submits a text prompt …