Use Manus to plan, mock up, and code a new feature area
Mufasa used Manus to inspect an older version of Genesis, test mockups for a new AI automation section, and generate code for v2.0.
Manus
Agent Uses · 1,321 real examples
AI agents for coding & devops
Coding agents that build, review, test, migrate and ship software. Each entry shows what the person asked for, how it went, and a prompt to try it yourself.
The day's AI news plus 3 agent uses you can try, with ready-to-paste prompts. Free; unsubscribe anytime.
Ship a SaaS and verify it piece by piece
A developer used Replit Agent to launch a tenant-based SaaS in 15 days, then spent a lot of time checking for security and deployment mistakes.
Replit Agent
Build a capture-to-reminder app in Replit
Using Replit’s agent, a first-time mobile builder shipped Loopi, which converts images, typed input, and speech into reminders, notes, and expense records.
Replit Agent
Use an agent to build and ship a snippet-sharing app
A developer used Replit Agent to make Snippra, letting it help with design, copy, planning, debugging, and naming while they directed the process.
Replit Agent
Clean up and secure a Replit app before scaling it
A non-technical founder used Replit Agent to test code quality, remove duplication, and add protections to a Stripe app that had already sold about £20k.
Replit Agent
Set up macOS and developer tools from the terminal
Gemini CLI can change macOS settings and help install developer tools by showing each command for approval first.
Gemini
Build code in Manus and publish through GitHub and Vercel
A reviewer uses Manus to code, then send changes to GitHub so Vercel publishes them on their site.
Manus
Turn P2 bug reports into draft PRs with demos
A Dot monitors bug reports, tests a fix in the cloud, and opens a draft pull request with a short video for review.
Dots
Plan before you let the agent build a feature
A developer let Claude computer use implement a feature on its own, but the output broke and they abandoned the branch.
Claude computer use
Use a dot to fix and resubmit a rejected app
A developer had a dot track down a build crash, patch the app, test it, and resubmit it from a remote conversation.
Dots
Monitor account caps and move chats across tools
teivz built a local app that watches Codex and Claude Code account usage and shifts a chat to another account when one reaches its cap.
CodexClaude Code
Build Playwright tests from a live app with Claude Code
Claude Code inspected a working app, generated a Playwright test, and fixed a locator conflict before a person checked the result.
Claude Code
Match a pull request to repo style
A developer used Claude Code to bring a pull request in line with a repo’s style, but it only altered comments and left the code unchanged.
Claude Code
Use Claude Code for a carefully checked migration
A developer used Claude Code to update a reset feature, but the review work and cleanup erased most of the speed gains.
Claude Code
Use Claude Code to maintain NixOS server configs
A developer uses Claude Code to edit one NixOS config repo for several self-hosted machines, then reviews the diff and applies changes by hand.
Claude Code
Use an agent to patch a stubborn app bug
They pointed a coding agent at two annoying software behaviors and had it debug one and add a self-improvement feature to the other.
CodexChatGPT
Use a bot team to open draft pull requests
They chained six Grok bots to map issues, make small code edits, test them, review the diff, and open draft pull requests.
Grok Bot
Turn a bot email into a working inbox app
Grok Bot can set up and publish a mailbox app for a bot address, then return the live link and password.
Grok Bot
Add simple forgetting to agent memory
A developer added a basic forgetting layer to an agent’s memory and said it worked extremely well right away.
Custom agent
Review a feature and pass the findings to an engineer
One developer had an agent inspect a feature for problems, then handed the issue list to an engineer whose agent fixed most of them.
Custom agent
Turn a docs site into Markdown files with an agent
They used a custom crawler so Claude could save a 60-page docs site as Markdown without crowding the chat.
Custom agent
Run bot crews that clean up CI and open PRs
A SpaceXAI engineer used five Grok bots to watch for breakage, dispatch fixers, and leave ready-to-review pull requests by morning.
Grok Bot
Use Claude as an async coding partner
They paired with Claude and Jules while coding locally, then copied changes back and forth instead of sharing a live editor.
Claude
Turn Slack feedback into pull requests with an agent
Use an agent to sort Slack feedback, draft fixes as PRs, and help debug infrastructure with read-only access.
Devin