--- title: Automated Style Guides: Enforcing Coding Standards with... description: A practical guide to automating ~90% of code style enforcement by combining Continue.dev (an open-source AI IDE assistant) with GitHub Actions. The approach... canonical: https://daily.dev/posts/automated-style-guides-enforcing-coding-standards-with-continue-ci-g6zrdtjsf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Automated Style Guides: Enforcing Coding Standards with 'Continue' & CI | daily.dev og:description: A practical guide to automating ~90% of code style enforcement by combining Continue.dev (an open-source AI IDE assistant) with GitHub Actions. The approach... og:url: https://daily.dev/posts/automated-style-guides-enforcing-coding-standards-with-continue-ci-g6zrdtjsf og:image: https://api.daily.dev/og/posts/g6ZRdtjsF.png og:image:alt: Automated Style Guides: Enforcing Coding Standards with 'Continue' & CI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Automated Style Guides: Enforcing Coding Standards with 'Continue' & CI **[SitePoint](https://daily.dev/sources/sitepoint)** · 24 min read · 0 upvotes · 0 comments ## Summary A practical guide to automating ~90% of code style enforcement by combining Continue.dev (an open-source AI IDE assistant) with GitHub Actions. The approach involves writing machine-readable Markdown style rules in `.continue/rules/`, giving developers real-time LLM-powered feedback in their editor, and building a two-layer CI pipeline: traditional linters (ESLint, Prettier) for deterministic checks, plus a Node.js script that sends PR diffs and style rules to an LLM (GPT-4o) and posts structured inline review comments via the GitHub API. The article covers the full implementation including workflow YAML, the review script, prompt engineering for low false positives, gradual rollout strategy, cost management, and metrics to track impact. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Continue: Quality control for your software factory](https://daily.dev/posts/continue-quality-control-for-your-software-factory-kpxxikgwq) · Product Hunt · 0 upvotes · 0 comments - [How We Use CI to Check Code Standards on Every PR](https://daily.dev/posts/how-we-use-ci-to-check-code-standards-on-every-pr-cfli97jeg) · Cloud Four · 0 upvotes · 0 comments - [Continue.dev for Developers: The Complete Local AI Coding Assistant Setup](https://daily.dev/posts/continue-dev-for-developers-the-complete-local-ai-coding-assistant-setup-vkqgnvwra) · SitePoint · 0 upvotes · 0 comments - [The future of AI-powered software optimization \(and how it can help your team\)](https://daily.dev/posts/the-future-of-ai-powered-software-optimization-and-how-it-can-help-your-team--v63fkk8ns) · GitHub Blog · 0 upvotes · 0 comments --- Tags: [#typescript](https://daily.dev/tags/typescript), [#cicd](https://daily.dev/tags/cicd), [#github-actions](https://daily.dev/tags/github-actions), [#code-review](https://daily.dev/tags/code-review) [View this post on daily.dev](https://daily.dev/posts/automated-style-guides-enforcing-coding-standards-with-continue-ci-g6zrdtjsf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Automated Style Guides: Enforcing Coding Standards with 'Continue' & CI","url":"https://daily.dev/posts/automated-style-guides-enforcing-coding-standards-with-continue-ci-g6zrdtjsf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/automated-style-guides-enforcing-coding-standards-with-continue-ci-g6zrdtjsf"},"datePublished":"2026-02-19T06:45:46.136Z","dateModified":"2026-02-19T06:46:10.719Z","description":"A practical guide to automating ~90% of code style enforcement by combining Continue.dev (an open-source AI IDE assistant) with GitHub Actions. 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