why your agentic ai pipeline might not

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id: why-your-agentic-ai-pipeline-might-not title: Why Your Agentic AI Pipeline Might Not Need Code tags: [python, langgraph, llm, security] category: ai-security published: 2026-04-11 created: 2026-04-11 updated: 2026-04-11 freshness: fresh source_file: why-your-agentic-ai-pipeline-might-need-code-nicolas-cravino-nhine.md

Why Your Agentic AI Pipeline Might Not Need Code

Summary

Published on 2026-02-11 22:00 I built Article Buddy to solve a personal problem: I write long-form technical articles, and I wanted an AI-powered editorial pipeline that could review my drafts the way a real publishing team would. Not a chatbot. A multi-stage system where specialized personas—a de

Key claims

• The Stack That Built Too Much. [^src:articles-published §why-your-agentic-ai-pipeline-might-not]
• The Two Layers Every Agentic System Has. [^src:articles-published §why-your-agentic-ai-pipeline-might-not]
• How I Moved Nine Agents from Code to Skill. [^src:articles-published §why-your-agentic-ai-pipeline-might-not]
• When to Port, When to Keep Building Code. [^src:articles-published §why-your-agentic-ai-pipeline-might-not]

Related

• articles-timeline
• ai-security-pentesting

Sources