Coding Agents

Semi-autonomous systems capable of planning and completing a multi-step coding task. Sometimes.

• Devin by Cognition Labs, closed beta agent with the leading SWE-Bench score as of March 2024
• SWE-agent from Princeton NLP, first Open Source agent to break 10% SWE-bench
• Aider interactively operate on existing repos with incremental commits
• GPT Engineer
• Smol Developer
• GPT Pilot by Pythagora, step-by-step flow
• Devika
• Grimoire
• v0.dev from Vercel, proprietary
• Mentat

Longer list by E2B.

Migration focused

• CodeConvert
• GPT Migrate

Building blocks

• OpenCtx
• aiformat - command line tool to format selected files to LLM prompts
• Tree Sitter - Incremental parser with grammars and bindings for many languages
• Rift by Morph Labs, an AI-native language server