A list of DevOps features enabled by LLM software.

This repo is intended to be powered by the community. Feel free to pick up ideas and start a profitable business 🤑.

LLMs represent a major step forward for all digital professions. Software engineering can (and must) take advantage of it to speed up its development cycles, make software more secure, and succeed in maintaining it more easily and for longer.

Features are listed by category and sub-categories, along with the name of tools that meet them.

Checked titles are those where products are considered addressing the issue (at least 3 projects, including 1 product, should exist). Cited tools must be specifically trained for the category they are stated in.

• 🔓 Open source / 🔐 Closed source
• 🆓 Free / 💶 Paid / 💸 Paid 3rd party (i.e. OpenAI API)
• 📄 Project / 📦 Product (early stage) / 🗄 Product (production-ready)
• #️⃣ CLI interface / 🖥️ browser interface / 👨‍💻 IDE interface

• Code & configuration suggestion or explanation (manual / chat / auto-complete)
  • 🔐💶🗄🖥️ ChatGPT
  • 🔐💶🗄👨‍💻 GitHub Copilot
  • 🔓🆓📦👨‍💻 fauxpilot/fauxpilot
  • 🔓🆓📦👨‍💻 TabbyML/tabby
  • 🔐💶🗄🖥️ Harness AIDA
  • 🔐💶🗄👨‍💻 Replit Ghostwriter
  • 🔐💶🗄👨‍💻 AWS CodeWhisperer
  • 🔐🆓🗄🖥️ Claude
  • 🔐🆓📦👨‍💻 Google Project IDX
  • 🔐🆓📦👨‍💻 Google Duet AI
  • 🔐💶🗄🖥️ GitLab Duo
  • 🔐💶📄🖥️ SafeCoder
• Code, tests & configuration writing (automatic refactoring or suggestions)
  • 🔓💸📦🖥️ sweepai/sweep
  • 🔐💶🗄🖥️ GitLab Duo
• Code debugging or explanation
  • 🔐💶🗄🖥️ ChatGPT
  • 🔐💶📦👨‍💻 GitHub Copilot Chat
  • 🔐💶🗄🖥️ Harness AIDA
  • 🔐💶🗄👨‍💻 Replit Ghostwriter
  • 🔐🆓🗄🖥️ Claude
• Software documentation exploration (Q&A)
  • 🔐💶🗄🖥️ GitLab Duo
• Automatic MR/PR descriptions
  • 🔐💶🗄🖥️ GitLab Duo
• Issues description, summarization or completion
  • 🔐💶🗄🖥️ GitLab Duo

• Code optimization
  • 🔓💸📄#️⃣ sshh12/llm_optimize
• Infrastructure optimization

• Code vulnerabilities finding
  • 🔐💶🗄🖥️ Harness AIDA
  • 🔐💶🗄👨‍💻 AWS CodeWhisperer
• Code vulnerabilities explanation and refactoring suggestions
  • 🔐💶🗄🖥️ Harness AIDA
  • 🔐💶🗄👨‍💻 AWS CodeWhisperer
  • 🔐💶🗄🖥️ GitLab Duo
• Detect vulnerabilities and misconfiguration in running machines
  • 🔓🆓📦#️⃣ K8sGPT
• Detect vulnerabilities and misconfiguration in running webservers/APIs
• Detect vulnerabilities in files / viruses

• Check code readability and typos
• Check for valid commit messages (format and relevance)
• Check for valid issues (format and relevance)
• Check for code best practices
  • 🔓💸📄🖥️ truskovskiyk/pr-reviewer
  • 🔐💶🗄🖥️ GitLab Duo
• Check for anormal/dangerous contributions
• Recognize code license
  • 🔐💶🗄👨‍💻 AWS CodeWhisperer