Debug code (48 agents)

Also runs on

VS Code · Desktop app

You’ll need

Claude Pro/Max/Teams subscription or API key · Git installed · GitHub account (for version control) · VS Code, Cursor, or similar code editor

Worth knowing

Runs with near-full access to your machine's filesystem and commands, with far fewer safety guardrails than Claude's co-work/chat modes.

Summarized from community tutorials

You’ll need

Google account · Node.js/npm (for install)

Summarized from community tutorials

Also runs on

CLI · VS Code · Web app · API

You’ll need

ChatGPT account · Mac OS or Windows computer · GitHub repo (for coding tasks) · Google account (for Drive connector)

Worth knowing

The creator recommends granting Codex full computer/file access and connecting plugins like Google Drive and a video-generation connector, which hands the agent broad permissions beyond simple coding

Summarized from tutorials, including the vendor’s own

Worth knowing

In some regions (e.g. Canada) unlocking the free tier requires claiming a location-gated reward, and the creator had to use a VPN to access it.

Summarized from tutorials, including the vendor’s own

Also runs on

Desktop app · Mobile app · CLI

You’ll need

GitHub account · GitHub Copilot license (free or paid) · Editor with Copilot extension installed (e.g., VS Code, JetB

Worth knowing

Ghost Text suggestions can be close but not exactly what you want, sometimes requiring you to browse alternative suggestions or manually adjust the code.

Summarized from tutorials, including the vendor’s own

Also runs on

Desktop app

You’ll need

Local or remote code repo · Factory Bridge desktop app (for local execution) · Rust toolchain (for the Rust+TS app tutorial) · OpenAI API key (only for apps built that call OpenAI)

Worth knowing

A built demo app returned unrelated, off-topic responses under one model (GPT-4) until the creator switched models — a reminder that generated app output can be model-dependent and flaky.

Summarized from community tutorials

Also runs on

CLI · API · Slack

You’ll need

GitHub account · Existing Git repository

Worth knowing

Restarting or clearing a session wipes its context unless you explicitly resume/continue the previous session.

Summarized from community tutorials

Also runs on

Web app · Self-hosted

You’ll need

VS Code · Docker (or Windows/Mac binary) for the server · GitHub download for manual install

Setup

about 5 min

Worth knowing

Self-hosting is more setup work than cloud tools (Docker spin-up, model download, GPU recommended for smooth performance) and isn't ideal for non-technical users.

Summarized from community tutorials

Also runs on

CLI

You’ll need

A GitHub, GitLab, Bitbucket, or Azure DevOps account · An existing code repository

Worth knowing

When reviewing PRs, some of CodeRabbit's suggested fixes can be applied automatically with one click, but others cannot and must be fixed manually.

Summarized from tutorials, including the vendor’s own

You’ll need

Anything account (sign up/login)

Worth knowing

The most capable 'Max' autonomous build/test mode requires upgrading to a paid plan in some tutorials.

Summarized from community tutorials

Also runs on

VS Code · API

You’ll need

TestSprite account (free tier available) · MCP-compatible IDE (e.g. Cursor) · Project running locally · Product spec doc (or let AI generate one)

Worth knowing

Some tests can fail purely from environment limits (e.g. headless-browser file dialogs), not actual code bugs -- read the failure reason before trusting the fail count.

Summarized from tutorials, including the vendor’s own

Also runs on

Desktop app

You’ll need

Roblox account · Roblox Studio installed · An open Roblox project/base plate

Worth knowing

One creator found it unreliable for generating full maps/worlds, better suited to small add-ons like UI systems or enemy AI than whole-game creation.

Summarized from community tutorials

You’ll need

Google account · GitHub account · Existing code repository on GitHub

Worth knowing

Even after several rounds of plan-approve-test iteration with detailed prompts, Jules failed to fully fix a complex multiplayer bug in the demo, requiring repeated clarification requests.

Summarized from community tutorials

You’ll need

Google account

Summarized from community tutorials

Also runs on

VS Code

You’ll need

Existing codebase/project to work in · Terminal or supported IDE (VS Code, Cursor, Windsurf, Antigr · Amp account/access token

Summarized from community tutorials

You’ll need

GitHub or Google account (for sign-in) · VS Code installed · An existing code project/folder to open

Worth knowing

Full-featured access (unlimited chats/completions) is only free during a 30-day trial; continued use requires paying afterward.

Summarized from tutorials, including the vendor’s own

Also runs on

CLI

You’ll need

VS Code installed · Kilo Code account (sign-up) · Empty project folder · Own API key (optional, e.g. OpenRouter/Anthropic)

Worth knowing

Cheaper/free bundled models (e.g. MiniMax) noticeably slow down and degrade in quality as the context window fills; starting a fresh session helps.

Summarized from tutorials, including the vendor’s own

You’ll need

Email address for signup · 512x512 PNG app icon (no transparency) · Android/iOS device to test builds

Worth knowing

Free-plan apps ship with a Mobincube splash/branding and in-app ads; a paid plan is required to remove ads and use the app commercially.

Summarized from tutorials, including the vendor’s own

Also runs on

API · Slack

You’ll need

GitHub or GitLab account · Existing code repository to connect · Linear/Slack for optional integrations

Worth knowing

Initial indexing of a large/lengthy codebase takes noticeably longer before reviews start flowing.

Summarized from tutorials, including the vendor’s own

Also runs on

Web app

You’ll need

Google account · VS Code editor

Setup

about 5 min

Worth knowing

Extension and login site default to Chinese; you must manually switch language settings (sidebar, comments, chat) and the web login page to English.

Summarized from community tutorials

You’ll need

Work email · A web or mobile app to test

Summarized from tutorials, including the vendor’s own

You’ll need

Jabali account (early-access signup) · web browser

Summarized from tutorials, including the vendor’s own

Also runs on

API

You’ll need

An existing AI agent (e.g. built with LangChain) · Python codebase to add OpenTelemetry instrumentation

Summarized from tutorials, including the vendor’s own

Also runs on

Chrome extension

You’ll need

VS Code or JetBrains IDE · An existing code project/repository

Summarized from tutorials, including the vendor’s own

You’ll need

GitHub, Bitbucket, GitLab, or Azure DevOps repo

Summarized from tutorials, including the vendor’s own

Also runs on

Web app · Desktop app · Self-hosted · Mobile app

You’ll need

Anthropic or OpenAI API key · VPS or local PC (optionally Ollama) · Telegram or WhatsApp account · GitHub account (for code workflows) · Vercel account (for deploys)

Setup

about 20 min

Worth knowing

API usage is billed separately from any chat subscription and pay-per-use costs (especially on premium models like Opus/GPT-4o) can add up fast; community-built skills also carry real risk of maliciou

Summarized from community tutorials

Setup

about 5 min

Worth knowing

As of one creator's recording, Zite had CSV import but no built-in data export yet, so he built his own export button to back up his data.

Summarized from community tutorials