A Tour of the Solveit Platform

2025-10-17 · Source: Jeremy Howard · Field: Technology & Digital — Software Development & Engineering, Artificial Intelligence & Machine Learning, Cloud Computing & IT Infrastructure · Depth: Intermediate, extended

Summary

The Solveit platform is a collaborative, cloud-based environment designed for interactive coding, AI prompting, and note-taking, functioning as a personal virtual machine called an "instance." Users can create multiple isolated instances, each with a unique private URL for secure access and a public URL for hosting web applications on port 8000, supporting live code edits without restarts. The platform organizes work into "dialogues," which are saved conversations combining code, notes, and AI prompts, editable with a powerful VS Code-based editor. It features AI interaction modes (Standard, Learning, Concise) to tailor responses and supports "tools" for agentic AI operations like file manipulation or URL reading. Solveit also offers LaTeX-compatible math rendering, Vim editor mode, and allows exporting dialogues as Python modules or Gists, facilitating sharing and integration with projects like nbdev.

Key takeaway

For software engineers or ML practitioners building interactive applications or conducting iterative data analysis, Solveit offers a unified environment that streamlines development. You can host live web apps directly from your coding environment, collaborate on projects with real-time updates, and leverage AI tools for tasks like code archaeology or documentation generation. Consider using its "Learning" mode to deepen your understanding while iterating, and export reusable components as Python modules to accelerate future projects.

Key insights

Solveit integrates collaborative coding, AI interaction, and live application hosting into a single, dynamic environment.

Principles

• Iterative development with immediate feedback.
• Contextual AI interaction enhances utility.
• Non-linear editing of AI outputs is empowering.

Method

The platform encourages a "Solve It method" of small, short iterations with quick feedback, where users interact with code, notes, and AI prompts in a mixed, collaborative dialogue, often using specific AI modes and tools for focused tasks.

In practice

• Host web apps on port 8000.
• Export dialogues as Python modules.
• Use AI tools for code archaeology.

Topics

• Solveit Platform
• Collaborative Development
• AI-Assisted Coding
• Live Web Applications
• Jupyter-like Environment
• Agentic AI Tools

Best for: Software Engineer, Machine Learning Engineer, AI Student

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Editorial summary, takeaway, and curation by AIssential. Original article published by Jeremy Howard.