{"slug": "specification-agentic-docs-as-code-architecture-pipeline", "title": "Specification: Agentic Docs-as-Code Architecture Pipeline", "summary": "A specification describes an agent-driven documentation pipeline that treats architecture docs as a compiled artifact maintained by AI coding agents. The framework combines the arc42 template and C4 model diagrams with ASD-STE100 Simplified Technical English, and uses a root-level AGENTS.md or CLAUDE.md file as a rulebook that dictates formatting, terminology and structure to any interacting agent. Agents read repository guardrails, update affected multi-file documentation blocks, log Architecture Decision Records and refresh C4 diagrams in a single pass, with CI/CD compiling the sources into a static architecture portal on every commit.", "body_md": "## \n  \n  \n  Overview\n\nThis specification establishes an automated, agent-driven software architecture documentation ecosystem. The framework integrates strict structural standards, controlled natural language rules, and autonomous AI maintenance patterns into a unified, version-controlled pipeline.\n\n## \n  \n  \n  Core Pillars\n\n### \n  \n  \n  1. Structural Standard (arc42 & C4 Model)\n\n- \n**System Decomposition:** All documentation follows the hierarchical arc42 architecture template, ensuring complete coverage from business goals down to deployment views and quality requirements.\n- \n**Visualizations:** The C4 model (Context, Containers, Component, Code) is embedded directly into source files using Mermaid.js or Structurizr DSL to maintain living visual artifacts alongside text.\n\n### \n  \n  \n  2. Linguistic Standard (ASD-STE100)\n\n- \n**Controlled Vocabulary:** All documentation must adhere to ASD-STE100 (Simplified Technical English) principles.\n- \n**Clarity Constraints:** Sentences remain concise, active voice is strictly enforced, and synonyms are eliminated to ensure absolute zero ambiguity for both human readers and machine interpreters.\n\n### \n  \n  \n  3. Agentic Maintenance Pattern (Karpathy-Style Workflow)\n\n- \n**Living Codebase Model:** Documentation is treated as a compiled artifact maintained primarily by AI coding agents rather than manual wiki updates.\n- \n**Repository Governance:** A root-level configuration file (`AGENTS.md` or`CLAUDE.md` ) acts as the compiler rulebook, dictating formatting, terminology, and structural constraints to any interacting AI agent.\n\n## \n  \n  \n  Operational Workflow\n\n- \n**Storage:** Plain-text documentation sources (AsciiDoc or Markdown) reside in a version-controlled repository structured according to arc42 layouts.\n- \n**Execution:** Architectural changes trigger targeted agentic instructions. Agents read repository guardrails, update affected multi-file documentation blocks, log corresponding Architecture Decision Records (ADRs), and refresh C4 diagrams in a single pass.\n- \n**Publishing:** CI/CD automation compiles the source files into a static architecture portal on every commit.", "url": "https://wpnews.pro/news/specification-agentic-docs-as-code-architecture-pipeline", "canonical_source": "https://dev.to/mkarthiatgithub/specification-agentic-docs-as-code-architecture-pipeline-558a", "published_at": "2026-10-04 21:24:31+00:00", "updated_at": "2026-10-04 21:42:19.872519+00:00", "lang": "en", "topics": ["ai-agents", "developer-tools", "ai-tools", "mlops"], "entities": ["arc42", "C4 model", "ASD-STE100", "Mermaid.js", "Structurizr"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/specification-agentic-docs-as-code-architecture-pipeline", "markdown": "https://wpnews.pro/news/specification-agentic-docs-as-code-architecture-pipeline.md", "text": "https://wpnews.pro/news/specification-agentic-docs-as-code-architecture-pipeline.txt", "jsonld": "https://wpnews.pro/news/specification-agentic-docs-as-code-architecture-pipeline.jsonld"}}