awesome-continuous-ai

An awesome list of Continuous AI Actions and Frameworks
https://github.com/githubnext/awesome-continuous-ai

Last synced: 4 days ago
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Categories
- Continuous Triage
  - Continuous AI Resolver - Automatically resolve stale or already fixed GitHub issues and PRs powered by AI
  - GitHub Action Investigator - automatically analyze a GitHub Action Workflow Job logs and attempts to determine the root cause of the issue
  - Ultralytics Actions
  - Automattic Isue Triage - automatic issue labeling
  - Dosu Automated Issue Triage - automating GitHub issue triage
  - GenAI Issue Labeller - a sample of using GenAIScript for automated labelling of issues
  - Detect Duplicate Issues, reusable action - an example of a reusable action using using GitHub Actions, GitHub Models and GenAISCript for issue duplicate detection
  - Detect Duplicate Issues, micro sample - an example of using GitHub Actions+Models for adhoc duplicate detection
  - Detect Non-English Issues - an example of using GitHub Actions+Models to detect issues in an unexpected language
  - GitHub Test Reporter - "Generate, publish and alert your team with detailed test results, including summaries, in-depth reports, failed test analyses, flaky test detection and AI analyses directly within your GitHub Actions CI/CD workflow and Pull Requests."
- Continuous Team Communication
  - AI-Powered Release Social Media Posts - automatically generate and post social media announcements for releases using OpenAI across multiple platforms (Twitter, Bluesky, Mastodon, LinkedIn) (see [workflow](https://github.com/humanwhocodes/mentoss/blob/76360205a545d22575bd11758f53cf11b6d95177/.github/workflows/release-please.yml#L57-L75))
  - Summarize issues with GitHub Actions - Use GitHub Models with GitHub Actions to summarize issues when they're closed
  - Video Asset Analyzer - a sample GenAIScript action that analyzes videos attached as assets to issues.
  - Zine Meets Pull Requests - the availability of new image generators like OpenAI gpt-image-1 opens the door to endless new ways to visualize and annotate software artifacts.
- Continuous Documentation
  - action-continuous-translation - custom GitHub Action to maintain a translation of markdown files
  - AI Translate Action - A GitHub Action that provides AI-powered text and file translation directly in your workflows.
  - Translate Docs - Translate your documentation into multiple languages automatically
  - docAider - Automate the process of generating and reviewing code documentation for your repository through a multi-agent approach
  - Penify.dev - "Penify instantly generates and updates comprehensive documentation for your repository"
  - Dosu - "You build. Dosu documents. Dosu turns your codebase into a living knowledge base that every team member can understand—from engineering to operations"
  - DeepWiki - "Automatically generates architecture diagrams, documentation, and links to source code to help you understand unfamiliar codebases quickly"
  - ReadmeAI - Automatically generates README files using a robust repository processing engine and LLMs
  - autodoc - An experimental toolkit for auto-generating codebase documentation for git repositories
  - Continuous Architectural Decision Records (cADR) - AI-powered ADR generation - Automatically capture and document architectural decisions as you code
- Continuous Code Review
  - Amazon Q Developer (/review) - "review your codebase for security vulnerabilities and code quality issues"
  - GitHub Copilot Code Review - Learn how to request a code review from GitHub Copilot.
  - CodeRabbit - "Supercharge your team to ship faster with the most advanced AI code reviews"
  - Gemini Code Assist - "Review GitHub code using Gemini Code Assist"
  - Aetherr Agency DeepDive - "Analyze the quality of your test files, providing insightful feedback and suggestions for improvement."
- Continuous Code Optimization
  - CodeFlash - ai)) - "CodeFlash finds the fastest version of your Python code through benchmarking with AI-powered optimization, verified for correctness every time"
  - CatchMetrics - A RUM web performance data tool that connects real world web performance data to AI agents via MCP
- Continuous Code Commenting
  - GenAI Code Commentor - a sample of using GenAIScript for automated commenting of code using GitHub Actions and GitHub Models
- Continuous Test Improvement
  - SoftwareTesting AI - A code quality platform that identifies coverage gaps and suggests how to resolve them
  - DiffBlue - Automate continuous unit testing at scale in CI
- Continuous Research
  - Open Journals: Find Similar Papers - Find similar journal articles using OpenAI embeddings
- Continuous Moderation
  - AI Community Moderator - Analyze issues, pull requests, discussions, and comments for adherence to contribution guidelines and codes of conduct
- Continuous AI Engineering
  - Continuous alignment testing - A framework for implementing Continuous Alignment Testing (CAT) for LLM-based applications.
  - Using GitHub Models for continuous evals - Test and compare AI model outputs using evaluators and scoring metrics in GitHub Models
Agentic Frameworks
- Continuous Security
  - Copilot Coding Agent - "Find out how Copilot can work on GitHub issues and raise pull requests for your to review"
  - Copilot Coding Agent - "Find out how Copilot can work on GitHub issues and raise pull requests for your to review"
  - Claude Code GitHub Actions - "Integrate Claude Code into your development workflow with GitHub Actions"
  - Amazon Q Developer - "An AI Code assistant that provides support across the software development lifecycle from coding, testing, and deploying to troubleshooting and modernizing applications", with GitHub integration
  - GitHub Agentic Workflows - Framework for creating AI-powered agentic workflows on GitHub
  - Continue - Framework for building and running custom agents across your IDE, terminal, and CI
Programming Frameworks
- YAML (GitHub Actions Yaml)
  - FidelusAleksander/prompt-action
  - actions/ai-inference
- Markdown
  - action-awd-cli
  - shippie - powered code reviews
  - AWD CLI - Agentic Workflow Definitions
- Shell Scripting
  - ast-grep
- Python Scripting
  - llm Python API
- JavaScript/TypeScript
  - GenAIScript
Platforms
- Continuous Security
  - GitHub Actions
  - GitHub Models
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Awesome

awesome-continuous-ai

Categories

Continuous Triage

Continuous Team Communication

Continuous Documentation

Continuous Code Review

Continuous Code Optimization

Continuous Code Commenting

Continuous Test Improvement

Continuous Research

Continuous Moderation

Continuous AI Engineering

Agentic Frameworks

Continuous Security

Programming Frameworks

YAML (GitHub Actions Yaml)

Markdown

Shell Scripting

Python Scripting

JavaScript/TypeScript

Platforms

Continuous Security

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