Refact.ai provides an open-source coding agent for code generation, debugging, and testing with codebase context and on-premise deployment.
Potpie
Potpie creates task oriented agents for codebases that assist with engineering work such as debugging and testing.
About Potpie
Potpie lets teams build task-oriented agents that use data from their codebase to help with engineering work, including debugging, integration testing, system design, onboarding, implementation planning, root cause analysis, and software delivery workflows.
Agents can take a feature description with a selected repository, or an error message, stack trace, or failing behavior for analysis. The product also lists connections to GitHub repositories, Slack workspaces, and Notion documentation.
Key features
- Build custom agents for codebase workflows such as migrations and refactors
- Diagnose errors from messages, stack traces, or failing behavior
- Plan and implement feature ideas with repository selection
- Automate debugging, testing, implementation planning, and root cause analysis
- Connect GitHub repositories to work with pull requests and issues
- Connect Slack and Notion for team channels and documentation sync
Best for: Engineering teams managing large codebases that need help with debugging, testing, and planning.
Good for
- Uses codebase, knowledge graph, logs, PRs and workflows as context
- Supports custom agents for different engineering workflows
- Connects with GitHub, Slack and Notion
Potpie at a glance
- Website
- potpie.ai
- Category
- AI & Machine Learning › AI Coding Tools
- Type
- Website
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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