Real AI agent use cases, with sources and setup prompts
Short answer: To share logins with an AI agent safely, keep the passwords and API keys in a password manager or credential vault that fills them in for the agent, so the model never sees the secret itself, and limit what the agent may do with approval rules and allowlists. The builders below did this. One keeps Hermes Agent's keys in Bitwarden or 1Password and runs it in Docker. 1Password launched a product for agents that log in without your passwords. Grok Bot's Vault imports saved logins by CSV. A Grok Bot admin guide adds a network allowlist and a no-outside-email-without-approval rule. One user's bot leaked all his API keys into its own logs, so keep secrets out of plain text.
Sourced examples of keeping passwords, API keys and logins safe while AI agents use your accounts. 18 matching use cases below, each with a public source.
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He wanted a container sandbox for agents, so the harness runs on an internal-only network while a sidecar container injects credentials as a proxy. Claude Code built it quickly, with HTTPS and SSH working.
ego lite is a browser for agents like Codex and Claude Code that shares your logged-in state; agents work in their own Spaces in parallel while you keep browsing, and it installs as a skill.
Pinata built Doorman, an open-source guard that runs locally next to Claude Code, Codex or Cursor. It checks what the coding agent is about to do and flags exposed API keys, suspicious instructions planted in files and risky actions before they happen.
To let his agent "just jump in and fix it", he keeps a 1Password vault called "Shared with Grok Bot" with only the logins he is fine with it using.
Grok Bot now has a Vault for logins, cards and contacts, and you can import them by CSV from Chrome, Edge or your password manager.
Tony Simons' checklist for keeping Hermes Agent safe on your machine: approval modes, Docker as the security boundary, API keys stored in Bitwarden or 1Password, passwords that Hermes fills without the model ever seeing them, and allowlists.
Jack Ellis responded to a developer who said "Codex published my env file to Cloudflare pages" with a reminder that you published it and should not blindly trust LLMs with everything.
A developer pointed out that Claude Code, Codex, Gemini CLI, Cursor and Cline save full sessions to disk, including any .env file the agent read, keys pasted in to test a call and printenv output. He warned that these transcripts are a plain-text store of every credential the agent has seen.
Built Agent Vault, an open-source credential proxy and vault so agents never see raw secrets.
Because infostealer malware takes your logged-in session cookie and skips both your password and 2FA, this Claude Code prompt checks your machine for malware persistence and poisoned packages, scans the disk for exposed API keys, SSH keys and .env files (redacted, never printed), finds forgotten accounts from sign-up emails, finds you on data broker sites and drafts deletions, and builds a rotation plan with passkeys first.
1Password launched "1Password for Agents", a platform built for one problem: letting an AI agent log in to things without giving it your passwords.
America's biggest banks found third-party AI agents inside customer accounts. Morgan Stanley, JPMorgan, Bank of America and Wells Fargo are blocking them and rewriting their terms, and JPMorgan warns that if you give an agent your login, what it does with your money is on you.
Elijah Muraoka says his Grok Bot leaked all his API keys into its own server logs and then told him it couldn't delete them; the post drew 100K+ views and a debate over whether keeping keys in env vars was user error.
A Grok Bot enterprise product manager walked admins through guardrails: switch off destructive tools such as delete in Google Drive, set a network allowlist so the browser and terminal reach only named sites, add a team rule of no outside email without approval, keep auto review on for sensitive actions, and put your VPN or EDR on the bot's computer.
Alter (YC S25) builds access control for agents that act for multiple users. When a team agent in Slack connects to the CRM or billing system with one shared API key, it can do anything that key allows no matter who asked; Alter scopes each action to the person asking.
Claude Code's rewind does not track shell commands, so if an agent deletes your src folder and .env file, nothing comes back. Oops records what the agent does so you can undo it, including deleted files.
ci-guard-mcp is an open-source, zero-network security and config drift auditor for GitHub Actions, secrets, lockfiles and .env files that your agent can call.
In Hermes Agent the approval mode decides what happens to flagged commands. The default, smart, has a helper model approve low-risk ones, deny dangerous ones and send uncertain ones to you.
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and models with AI and Blender · How to use Claude Code skills and plugins · How to cut AI coding agent costs and token use · How to automate a small business with AI agents · How to compare AI models on the same prompt · How to build hardware projects with AI agents · How to make AI music videos and songs · How to use AI agents with Obsidian and your notes · How to build apps and games for your kids with AI · How to use ChatGPT for real projects and everyday tasks · How to make AI agents ask for approval before they act · How to build AI trading and investing agents · How to build AI agents that make and answer phone calls · How to plan meals and groceries with AI agents · How to use AI agents for fitness and health · How to undo, checkpoint and stop runaway coding agents · How to use AI agents for job hunting · How to automate social media posts with AI agents · How to build a smart home and voice assistant with AI agents · How to make money with AI agents · How to build a website with AI agents · How to use AI agents for research and science · How to build an iPhone or Android app with AI · How to automate email and your inbox with AI agents · How to use AI agents for Linux, servers and homelabs · How to build Telegram, Discord and WhatsApp bots with AI · How to research memecoins and crypto with AI agents · How to remove ads and bloatware from your smart TV with AI · How to self-host AI agents on a Raspberry Pi, Mac mini or homelab · How to learn anything with an AI tutor · How to build an AI second brain and personal wiki · How to reverse-engineer and revive old devices with AI · How to edit videos with Claude Code and Codex · How to set up an AI family assistant · How to make a Godot, Unity or 3D game with AI agents · How to build a custom Android TV or Google TV launcher with AI · How to use Claude Code and Codex together · How to build your own invoicing and bookkeeping app with AI · How to make a browser arcade game with AI · How to make a product demo or launch video with AI · How to fix Wi-Fi and secure your home network with AI · How to control Claude Code and Codex by voice · How to design a PCB and electronics with AI · How to save, share and resume coding agent sessions · How to run AI coding agents in a sandbox · How to make a multiplayer game with AI · How to let AI control your computer (computer use) · How to build a Mac menu bar app with AI · How to port code to another language with AI · How to make an AI animated short film or anime · How to build your own coding agent or harness · How to get notified when Claude Code or Codex needs you · How to build a Chrome extension with AI · How to use AI agents with Excel and Google Sheets · How to run Claude Code and Codex in a desktop app (T3 Code, Codex app, Claude Desktop) · How to make a song or album with AI · How to vibe code classroom apps and quizzes as a teacher · How to plan and book a trip with an AI agent · How to make motion graphics and animated videos with Claude Code · How to mod and reverse engineer games with AI · How to run AI agents overnight while you sleep · How to negotiate bills and get refunds with an AI agent · How to let an AI agent use your phone (iPhone and Android) · How to build a Polymarket bot with AI (and Kalshi) · How to use Claude Duet: real examples and tips · How to build private apps just for yourself with AI · How to design and 3D print things with AI agents · How to automate customer support with AI agents: real setups · How to find leads and automate sales outreach with AI agents · How to run a Shopify or online store with AI agents · How to launch an app and get your first users with AI · How to build a team of AI agents with a chief of staff · How to make a hand-tracking or gesture-controlled game with AI · How to test your app with AI agents before you ship · How to give an AI agent a budget or a card safely · How to get AI code review on your pull requests · How to review contracts, leases and fine print with AI · How to make slides and presentations with AI · How to take meeting notes and track follow-ups with AI · How to scrape websites and extract data with AI agents · How to make a podcast with AI · How to use AI agents for security scans and threat intel · How to build a dashboard with AI agents · How to clone your voice and make AI voiceovers · How to make AI images, thumbnails and product photos · How to write a CLAUDE.md or AGENTS.md rules file · How to build an AI chatbot for your own documents · How to port or remake a classic game with AI · How to build a VST plugin or synth with AI · How to trigger AI agents with webhooks and events · How to find a home or rental with AI agents · How to track Claude Code and Codex usage limits
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