The latest articles on DEV Community by Ngo Tran Xuan Hoa (@xuhoit). https://dev.to/xuhoit https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4059708%2F6caa0e86-a365-4d66-9117-65c3d051342c.jpg https://dev.to/xuhoit en Ngo Tran Xuan Hoa Mon, 03 Aug 2026 10:41:32 +0000 https://dev.to/xuhoit/building-a-real-content-pipeline-for-ai-agents-not-just-another-chatbot-wrapper-4j8c https://dev.to/xuhoit/building-a-real-content-pipeline-for-ai-agents-not-just-another-chatbot-wrapper-4j8c <p>I want to share an open-source project I just finished after distilling a lot of hands-on experience automating content with AI.</p> <p>The problem I kept running into: managing several content channels at once, having to re-explain everything from scratch every time I needed AI to write a post or produce a video, and getting inconsistent quality I couldn't control. The repos I found on GitHub were all fragmented too - one for writing, one for SEO, one for video - nothing that tied a full pipeline together in one place.</p> <p>So I packaged it all into Content-Agent-Kit: a kit that lets agentic IDEs (Claude Code, Antigravity/Gemini) read it and bootstrap a dedicated agent for your own project. It's not a chatbot that answers one question and stops - it's a real running pipeline, with state and an actual review step:</p> <ul> <li>A playbook as the single source of truth, which the agent re-reads on every run instead of relying on conversation memory</li> <li>Crawling for ideas, writing, then an independent review gate before anything gets published</li> <li>A vertical 9:16 video pipeline with 18 templates, 6 TTS voice providers, real B-roll and website screenshots, and three rendering backends to choose from (HTML/Chrome for free, Veo, or Remotion)</li> <li>Ready-made MCP for ads and Canva, plus an SEO/marketing skill library you install on demand</li> </ul> <p>The repo includes sample output so you can see what it produces before setting anything up. MIT licensed, clone it and run it right away, no extra install beyond Node. The project started as a Vietnamese-first build, but the README and docs are bilingual, so it's fully usable if you don't read Vietnamese.</p> <p>Built for solo founders or small teams who want to automate content with AI agents. Feedback, PRs, or issues for anything you'd like to see added are very welcome - the goal is to make this genuinely useful to more people, not just solve my own workflow.</p> <p>If you find it useful, a star on the repo would mean a lot and keep me motivated to build out more skills and widen its scope.</p> <p>Link: <a href="https://github.com/XuHo-IT/Content-Agent-Kit" rel="noopener noreferrer">https://github.com/XuHo-IT/Content-Agent-Kit</a></p> ai opensource agentskills