Masala (formerly Panel) vs Moadim
Both are AI Agents tools. Both are open source.
Grok| Masala (formerly Panel) | Moadim | |
|---|---|---|
| Tagline | A research workspace where the agent can build its own panes | A scheduler for agents |
| Pricing | Open Source | Open Source |
| Categories | Research & Data, AI Agents | AI Agents, Coding & Dev Tools |
| Built for | Researchers | Developers |
| Platforms | Web | CLI, API |
| Tech stack | Node.js, Python | Rust |
| Alternative to | — | — |
| AI Launch upvotes | ▲ 0 | ▲ 0 |
| Hacker News | Y▲ 54 on HN | Y▲ 37 on HN |
| Launched | 2026-10-01 | 2026-09-23 |
Overview
Who it's for
Masala (formerly Panel)
Researchers who read papers, analyze data and want an agent working in the same workspace.Moadim
Developers who want coding agents to do recurring work automatically.Problem
Masala (formerly Panel)
Research work is spread across chat, PDF readers, notebooks and files, so an assistant only sees part of it.Moadim
Running agents repeatedly means prompting by hand or stitching together cron jobs and scripts.Solution
Masala (formerly Panel)
One local workspace where the agent can read your files and build its own panes and modules, such as a literature review.Moadim
A local daemon that schedules agent loops, isolates each run and exposes everything through REST and MCP.What makes it unique
Masala (formerly Panel)
The agent can create custom viewers and apps on the fly, and everything stays in local folders.Moadim
Loops are first-class API objects with an OpenAPI schema and Swagger UI built into the daemon.