awesome-ai-development
A curated list of resources for AI-powered software development, compliance, and governance
https://github.com/supernalintelligence/awesome-ai-development
Last synced: 4 days ago
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About
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CI/CD Integration
- Supernal Intelligence - source **[Supernal Coding](https://coding.supernal.ai)** project.
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AI Development Tools
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Assistants & Copilots
- GitHub Copilot - AI pair programmer with code suggestions, chat, and multi-file editing.
- Supermaven - Fast code completion with 1M token context window.
- Tabnine - AI assistant trained on your codebase with privacy focus.
- Codeium - Free AI code completion for 70+ languages.
- JetBrains AI Assistant - AI features integrated into JetBrains IDEs.
- Sourcegraph Cody - AI assistant with codebase-wide context and refactoring.
- Continue - Open source AI code assistant for VS Code and JetBrains.
- Pieces - On-device copilot for code capture, enrichment, and reuse.
- Phind - AI search engine optimized for developers.
- Perplexity - AI-powered search with code understanding.
- You.com Code - AI code assistant with web search integration.
- Blackbox AI - AI code generation from natural language.
- Aider - Terminal-based AI pair programming with git integration.
- Claude CLI - Command line interface for Claude.
- Shell GPT - GPT-powered command line productivity tool.
- AI Shell - CLI that converts natural language to shell commands.
- Amazon CodeWhisperer - ML-powered coding companion with security scanning.
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Autonomous Agents
- SWE-Agent - Autonomous coding agent for GitHub issues.
- OpenDevin - Open source platform for AI software developers.
- GPT Engineer - Agent that generates entire codebases from prompts.
- Mentat - AI coding assistant that works across your entire codebase.
- Sweep - AI junior developer for GitHub issues.
- AutoCodeRover - Autonomous program improvement agent.
- Devika - Open source AI software engineer.
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Code Generation
- Bolt.new - Full-stack app generation in the browser with WebContainers.
- Bolt.diy - Open source Bolt supporting multiple LLM providers.
- v0 - UI component generation by Vercel.
- Lovable - Natural language to full-stack applications.
- Claude Artifacts - Interactive code generation in Claude.
- Srcbook - TypeScript-centric app development with AI builder.
- Magic Patterns - Prototype UI with prompt, images, or design import.
- Galileo AI - Text-to-UI platform.
- Uizard - Multi-screen mockups from text or wireframes.
- Tempo - WYSIWYG editor for React interfaces.
- CodeParrot - VS Code plugin for Figma-to-code.
- CodePal - Quick code generation and refactoring.
- AI Code Convert - Translate code between languages.
- AutoRegex - Regular expressions from plain English.
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Documentation
- README-AI - Automated README generation. Open source.
- Supacodes - Auto-write and update GitHub documentation.
- DiagramGPT - Generate diagrams from descriptions or code.
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IDEs & Editors
- Cursor - VSCodium fork with chat, edit, generate, and debug features. Uses OpenAI and Anthropic models.
- Replit - Web-based IDE with AI agent, code completion, and one-click deployments.
- Zed - High-performance editor with AI integration from the creators of Atom.
- PearAI - Open source VS Code fork with chat and inline generation.
- Melty - Open source VS Code fork with change previews and AI commit messages.
- Theia IDE - Extensible open-source IDE with customizable AI agents using arbitrary LLMs.
- Trae - Adaptive AI IDE that transforms development workflows.
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PR & Code Review
- Qodo PR Agent - Open source automated code reviews. Formerly Codium.
- What The Diff - AI-powered PR descriptions in plain English.
- Matter AI - Open source AI code reviewer.
- Graphite - PR workflow with AI summaries.
- Kodezi - AI code review and debugging.
- Code Review GPT - Open source PR review tool.
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Testing & Quality
- Qodo - Non-trivial test generation for major languages. Formerly Codium.
- Checksum AI - Fully autonomous QA automation agent generating Playwright tests.
- OctoMind - Auto-generated browser E2E tests with CI/CD integration.
- Meticulous.ai - Auto-generated, auto-maintained E2E tests.
- DiffBlue - Automatic unit test generation for Java.
- MutahunterAI - Find vulnerabilities and generate tests. Open source.
- Carbonate - E2E testing with natural language.
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AI-Driven Development Lifecycle
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Frameworks & Methodologies
- AWS AI-Driven Development Life Cycle - Comprehensive framework for AI-centric software development with human oversight and dynamic team collaboration.
- GitHub Copilot Methodology - Best practices for integrating AI pair programming into development workflows.
- Anthropic's Constitutional AI - Approach to developing AI systems with built-in safety and alignment considerations.
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Implementation Guides
- Replit AI Features - End-to-end AI-driven development in cloud environments.
- Aider Best Practices - Terminal-based AI pair programming patterns.
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Compliance & Governance
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AI Governance Frameworks
- EU AI Act - Comprehensive EU regulation with risk-based AI classification.
- NIST AI RMF - US framework for managing AI risks.
- ISO/IEC 42001 - AI Management System standard.
- OECD AI Principles - Guidelines for human-centric AI adopted by 46+ countries.
- Singapore Model AI Governance Framework - Practical guidance for AI deployment.
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ESG & Sustainability
- GRI Standards - Global Reporting Initiative (Self-declarative).
- ISO 14001 - Environmental management (Annual audit).
- TCFD - Climate-related Financial Disclosures (Self-declarative).
- UN SDGs - Sustainable Development Goals (Self-declarative).
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Financial & Corporate Compliance
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Quality Management
- ISO 9001 - Quality management systems (3-year cycle).
- ISO 13485 - Medical devices quality (Annual surveillance).
- IATF 16949 - Automotive quality management (Annual surveillance).
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Security & Privacy Standards
- ISO 27001 - Information security management (Annual audit).
- ISO 27701 - Privacy Information Management System (Annual audit).
- SOC 2 - Service Organization Control reports (Annual audit).
- GDPR - EU General Data Protection Regulation.
- CCPA - California Consumer Privacy Act.
- HIPAA - US health information privacy (Regular audits).
- FedRAMP - Federal cloud security authorization (Annual assessment).
- CMMC - US defense contractor cybersecurity (Annual audit).
- CSA STAR - Cloud security certification.
- HITRUST CSF - Healthcare security framework (Annual audit).
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Compliance Tools
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AI Compliance Tools
- FairNow - AI compliance platform for risk management and control automation.
- Hyperios - AI governance framework with 4-Layer Assurance Model.
- Credo AI - AI governance platform.
- Fiddler AI - AI observability and model monitoring.
- Arthur AI - AI performance and explainability monitoring.
- TAI Scan Tool - Self-assessment for AI Act trustworthiness.
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Compliance Automation
- Drata - Security compliance for SOC 2, ISO 27001, PCI DSS.
- Vanta - Automated compliance for SOC 2, ISO 27001, HIPAA.
- Secureframe - Automated security compliance.
- Sprinto - Compliance automation for SOC 2, ISO 27001.
- Thoropass - Compliance automation and audit management.
- Scrut - Compliance for security frameworks.
- Probo - **Open source** compliance automation.
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GRC Platforms
- ServiceNow GRC - Enterprise GRC platform.
- OneTrust - Privacy and GRC platform.
- Archer - RSA's integrated risk management.
- LogicGate - Risk Cloud platform.
- MetricStream - GRC Cloud platform.
- Hyperproof - Compliance operations with automated workflows.
- TrustCloud - GRC automation.
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Security Assessment
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Related Lists
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CI/CD Integration
- Awesome AI DevTools - Comprehensive AI developer tools list.
- Awesome GDPR - GDPR-specific resources.
- Awesome Security - Security resources.
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Resources
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Communities
- ISO 27001 Forum - ISO27K community discussions.
- r/Compliance - Reddit compliance community.
- r/MachineLearning - ML community with governance discussions.
- IAPP - International Association of Privacy Professionals.
- AI Village - Community focused on AI security.
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Guides & Documentation
- MITRE ATT&CK - Adversarial tactics and techniques framework.
- OWASP AI Security - ML Security Top 10.
- Microsoft Responsible AI - Microsoft's AI responsibility framework.
- ISO27001.zip - Implementation guide for ISO 27001.
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Research & Papers
- Unified Control Framework for AI Governance - Integrating risk management with regulatory compliance.
- Five-Layer AI Governance Framework - From principles to implementation.
- ExploreGen - LLMs for envisioning AI uses and risks.
- AI Safety Research - Alignment Forum discussions.
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Programming Languages
Categories
Sub Categories
Assistants & Copilots
17
Code Generation
14
Security & Privacy Standards
10
IDEs & Editors
7
Compliance Automation
7
Autonomous Agents
7
GRC Platforms
7
Testing & Quality
7
AI Compliance Tools
6
PR & Code Review
6
Security Assessment
6
CI/CD Integration
5
Communities
5
AI Governance Frameworks
5
ESG & Sustainability
4
Guides & Documentation
4
Research & Papers
4
Documentation
3
Frameworks & Methodologies
3
Financial & Corporate Compliance
3
Quality Management
3
Implementation Guides
2
Keywords
security
3
cli
3
awesome-list
2
security-tools
2
compliance
2
chatgpt
2
llm
2
openai
2
python
2
ai
2
developer-tools
2
gpt
2
artificial-intelligence
2
gdpr
2
file-integrity-management
1
fim
1
hids
1
intrusion-detection
1
loganalyzer
1
nist800-53
1
ossec
1
pci-dss
1
policy-monitoring
1
iso27701
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cheat-sheet
1
iso27001
1
commands
1
gpt-3
1
gpt-4
1
linux
1
llama
1
claude-ai
1
agent
1
containers
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devsecops
1
docker
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go
1
golang
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iac
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infrastructure-as-code
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kubernetes
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misconfiguration
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soc2
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vulnerability
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vulnerability-detection
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vulnerability-scanners
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iso42001
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gemini
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general-data-protection-regulation
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markdown
1