# AI Agent Use Cases

> A curated directory of 76 real-world AI agent use cases (OpenClaw, Claude Code, OpenAI Codex, Devin, Cursor, Grok Bot, Hermes Agent, Manus and more), each linked to its original source.

## Social Media

- [Daily Reddit Digest](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/daily-reddit-digest.md): Summarize a curated digest of your favourite subreddits, based on your preferences. Tools: OpenClaw.
- [Daily YouTube Digest](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/daily-youtube-digest.md): Get daily summaries of new videos from your favorite channels — never miss content from creators you follow. Tools: OpenClaw.
- [X Account Analysis](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/x-account-analysis.md): Get a qualitative analysis of your X account. Tools: OpenClaw.
- [Multi-Source Tech News Digest](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/multi-source-tech-news-digest.md): Automatically aggregate and deliver quality-scored tech news from 109+ sources (RSS, Twitter/X, GitHub, web search) via natural language. Tools: OpenClaw.
- [X/Twitter Automation](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/x-twitter-automation.md): Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, and monitor accounts — all from chat via the TweetClaw plugin. Tools: OpenClaw.

## Creative & Building

- [Goal-Driven Autonomous Tasks](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/overnight-mini-app-builder.md): Brain dump your goals and have your agent autonomously generate, schedule, and complete daily tasks — including building surprise mini-apps overnight. Tools: OpenClaw.
- [YouTube Content Pipeline](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/youtube-content-pipeline.md): Automate video idea scouting, research, and tracking for a YouTube channel. Tools: OpenClaw.
- [Multi-Agent Content Factory](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/content-factory.md): Run a multi-agent content pipeline in Discord — research, writing, and thumbnail agents working in dedicated channels. Tools: OpenClaw.
- [Autonomous Game Dev Pipeline](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/autonomous-game-dev-pipeline.md): Full lifecycle management of educational game development: from backlog selection to implementation, registration, documentation, and git commit. Enforces "Bugs First" policy. Tools: OpenClaw.
- [Podcast Production Pipeline](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/podcast-production-pipeline.md): Automate the full podcast workflow — guest research, episode outlines, show notes, and social media promo — from topic to publish-ready assets. Tools: OpenClaw.
- [AI Video Editing via Chat](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/ai-video-editing.md): Edit videos by describing changes in natural language — trim, merge, add music, subtitles, color grade, crop to vertical. No timeline, no GUI. Tools: OpenClaw.
- [Let Non-Engineers Build Customer Experiences](https://openai.com/index/loveholidays/): loveholidays built a 'Search Playground' with Codex so teams across the business can prototype customer experiences; marketing built a competition microsite in hours. AI-assisted code changes rose from 7% to 79%. Tools: OpenAI Codex.
- [Scale Open-Source SDK Integrations](https://cognition.ai/blog/crossmint-devin): Crossmint used Devin to work through the integration backlog of GOAT SDK, its open-source library for AI agents to use onchain tools. Tools: Devin.
- [Designers Ship UI Fixes Themselves](https://cursor.com/blog/grab): At Grab, designers use Cursor to ship hundreds of production UI fixes, often same-day, instead of filing tickets; ~98% of the tech org uses it monthly. Tools: Cursor.
- [Build Long-Horizon Accounting Agents](https://cursor.com/blog/basis): Basis builds its accounting agents in Cursor; the agents complete a Form 1065 partnership return in 6–7 hours vs 30–40 hours of human time. Tools: Cursor.
- [No-Code AI Bouquet Designer](https://www.manus.im/blog/manus-user-story-noelle-fleur): A florist built a self-service bouquet designer with Manus: customers pick flowers, generate an AI preview and check out via Stripe. Tools: Manus.

## Infrastructure & DevOps

- [n8n Workflow Orchestration](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/n8n-workflow-orchestration.md): Delegate API calls to n8n workflows via webhooks — the agent never touches credentials, and every integration is visual and lockable. Tools: OpenClaw.
- [Self-Healing Home Server](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/self-healing-home-server.md): Run an always-on infrastructure agent with SSH access, automated cron jobs, and self-healing capabilities across your home network. Tools: OpenClaw.
- [Run an Outage Recovery Playbook](https://cognition.ai/blog/devin-crowdstrike-outage): Cognition had Devin follow an 8-step playbook to recover a cloud Windows machine set up with simulated CrowdStrike BSOD failure conditions. Tools: Devin.
- [Migrate Jenkins Pipelines to GitHub Actions](https://cognition.ai/blog/from-jenkins-to-github-actions): Cognition's guide to having Devin read internal docs and convert Jenkins pipelines to GitHub Actions at enterprise scale. Tools: Devin.

## Productivity

- [Autonomous Project Management](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/autonomous-project-management.md): Coordinate multi-agent projects using STATE.yaml pattern — subagents work in parallel without orchestrator overhead. Tools: OpenClaw.
- [Multi-Channel AI Customer Service](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/multi-channel-customer-service.md): Unify WhatsApp, Instagram, Email, and Google Reviews in one AI-powered inbox with 24/7 auto-responses. Tools: OpenClaw.
- [Phone-Based Personal Assistant](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/phone-based-personal-assistant.md): Access your AI agent via phone calls, hands-free voice assistance for any phone. Tools: OpenClaw.
- [Inbox De-clutter](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/inbox-declutter.md): Summarize Newsletters and send you a digest as an email. Tools: OpenClaw.
- [Personal CRM](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/personal-crm.md): Automatically discover and track contacts from your email and calendar, with natural language queries. Tools: OpenClaw.
- [Health & Symptom Tracker](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/health-symptom-tracker.md): Track food intake and symptoms to identify triggers, with scheduled check-in reminders. Tools: OpenClaw.
- [Multi-Channel Personal Assistant](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/multi-channel-assistant.md): Route tasks across Telegram, Slack, email, and calendar from a single AI assistant. Tools: OpenClaw.
- [Project State Management](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/project-state-management.md): Event-driven project tracking with automatic context capture, replacing static Kanban boards. Tools: OpenClaw.
- [Dynamic Dashboard](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/dynamic-dashboard.md): Real-time dashboard with parallel data fetching from APIs, databases, and social media. Tools: OpenClaw.
- [Todoist Task Manager](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/todoist-task-manager.md): Maximize agent transparency by syncing reasoning and progress logs to Todoist. Tools: OpenClaw.
- [Family Calendar & Household Assistant](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/family-calendar-household-assistant.md): Aggregate all family calendars into a morning briefing, monitor messages for appointments, and manage household inventory. Tools: OpenClaw.
- [Multi-Agent Specialized Team](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/multi-agent-team.md): Run multiple specialized agents (strategy, dev, marketing, business) as a coordinated team via a single Telegram chat. Tools: OpenClaw.
- [OpenClaw as Desktop Cowork](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/aionui-cowork-desktop.md): Use OpenClaw as a desktop Cowork app — unified UI, multi-agent, MCP once, WebUI/Telegram/Lark/DingTalk. When OpenClaw is down, fix it remotely via Telegram or WebUI using the built-in OpenClaw deployment expert (install, detect, repair). Tools: OpenClaw.
- [Custom Morning Brief](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/custom-morning-brief.md): Get a fully customized daily briefing — news, tasks, content drafts, and AI-recommended actions — texted to you every morning. Tools: OpenClaw.
- [Automated Meeting Notes & Action Items](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/meeting-notes-action-items.md): Turn meeting transcripts into structured summaries and automatically create tasks in Jira, Linear, or Todoist — assigned to the right person. Tools: OpenClaw.
- [Habit Tracker & Accountability Coach](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/habit-tracker-accountability-coach.md): Proactive daily check-ins via Telegram or SMS that track habits, maintain streaks, and adapt their tone based on your progress. Tools: OpenClaw.
- [Second Brain](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/second-brain.md): Text anything to your bot to remember it, then search through all your memories in a custom Next.js dashboard. Tools: OpenClaw.
- [Event Guest Confirmation](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/event-guest-confirmation.md): Call a list of event guests one-by-one to confirm attendance, collect notes, and compile a summary — fully automated via AI voice calls. Tools: OpenClaw.
- [Phone Call Notifications](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/phone-call-notifications.md): Turn your agent's alerts into real phone calls — morning briefings, price drops, urgent emails — with two-way conversation. Tools: OpenClaw.
- [Local CRM Framework](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/local-crm-framework.md): Turn OpenClaw into a fully local CRM and sales automation platform with `npx denchclaw` — DuckDB, browser automation, multi-view UI, and natural language queries. Tools: OpenClaw.
- [Custom Sales Demos From Call Transcripts](https://openai.com/index/proaction/): Proaction's non-technical COO points Codex at Granola call recordings, emails and spreadsheets to build prospect-specific HTML demos in 30–45 minutes, saving an estimated 40–60 engineering hours a month. Tools: OpenAI Codex.
- [Recurring Engineering Chores on a Schedule](https://cognition.ai/blog/devin-can-now-schedule-devins): Devin schedules its own recurring sessions for work like weekly release notes, feature flag cleanups and onboarding QA sweeps, keeping state between runs. Tools: Devin.
- [Procurement Bot That Finds Vendor Savings](https://x.ai/news/grok-bot-procurement): SpaceXSI's 'Haggle Bot' reads vendor spend, contracts and usage data, compares market pricing and quotes, and prepares negotiations; it has identified $100,000+ in direct savings. Tools: Grok Bot.
- [Pre-Investigate Every Support Ticket](https://x.ai/news/grok-bot-customer-support): SpaceXSI runs Grok Bot on every incoming support ticket as a pre-investigation step, plus queue reprioritization, SLA-breach alerts and daily reports. Tools: Grok Bot.
- [Churn Clustering, Refund Triage and Bug Repros](https://x.ai/bot/guides/grok-bot-for-support): Grok Bot support playbook: reproduce bugs with video and steps, cluster churn reasons from tickets, and decide refunds against your policy with approval, then turn workflows into Routines. Tools: Grok Bot.
- [A Hermes Profile for Every Team](https://x.com/JacquelineSYC19/status/2100262432413528336): Artie's team built a Hermes agent per team, from code to BizOps, and wrote up what they tried first, what it cost and how it works. Tools: Hermes Agent.
- [Small-Business Assistants Over Messenger and CRM](https://x.com/julientalbot974/status/2107173111745724505): A consultant runs Hermes for French small businesses: summarizing Facebook Messenger leads every 15 minutes and asking the owner how to reply, and dictating quotes into a CRM. Tools: Hermes Agent.
- [Solar Sales Team Ops Over iMessage](https://github.com/NousResearch/hermes-agent/issues/11550): Based AI runs a Hermes agent in production for an 8-rep solar sales team over iMessage: daily board, rep tracking, cron reports and a persistent wiki. Tools: Hermes Agent.

## Research & Learning

- [AI Earnings Tracker](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/earnings-tracker.md): Track tech/AI earnings reports with automated previews, alerts, and detailed summaries. Tools: OpenClaw.
- [Personal Knowledge Base (RAG)](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/knowledge-base-rag.md): Build a searchable knowledge base by dropping URLs, tweets, and articles into chat. Tools: OpenClaw.
- [Market Research & Product Factory](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/market-research-product-factory.md): Mine Reddit and X for real pain points using the Last 30 Days skill, then have OpenClaw build MVPs that solve them. Tools: OpenClaw.
- [Pre-Build Idea Validator](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/pre-build-idea-validator.md): Automatically scan GitHub, HN, npm, PyPI, and Product Hunt before building anything new — stop if the space is crowded, proceed if it's open. Tools: OpenClaw.
- [Semantic Memory Search](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/semantic-memory-search.md): Add vector-powered semantic search to your OpenClaw markdown memory files with hybrid retrieval and auto-sync. Tools: OpenClaw.
- [arXiv Paper Reader](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/arxiv-paper-reader.md): Read and analyze arXiv papers conversationally — fetch by ID, browse sections, compare abstracts, and get AI summaries. Tools: OpenClaw.
- [LaTeX Paper Writing](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/latex-paper-writing.md): Write and compile LaTeX papers conversationally with instant PDF preview — no local TeX installation needed. Tools: OpenClaw.
- [HF Papers Research Discovery](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/hf-papers-research-discovery.md): Discover trending ML papers on Hugging Face, triage by upvotes, and deep-read via arXiv — all conversationally. Tools: OpenClaw.
- [AI Data Analyst in Slack](https://cognition.ai/blog/how-eight-sleep-uses-devin-as-a-data-analyst): Eight Sleep wired Devin into Slack on top of dbt, Looker and Snowflake so anyone can ask ad-hoc data questions instead of queuing them for a small data team. Tools: Devin.
- [Factor RSA-260 With a Fleet of Agents](https://cognition.ai/blog/factoring-rsa-260): A Cognition researcher drove many Devins to build a high-performance GPU lattice siever and factor RSA-260, at a claimed 10x lower cost than the previous public state of the art. Tools: Devin.
- [Thousands of Agents Building One Codebase](https://cursor.com/blog/self-driving-codebases): Cursor research ran a harness orchestrating many thousands of coding agents continuously for a week, making most commits to a from-scratch web browser project. Tools: Cursor.
- [Regulatory Monitoring Across 500+ Sites](https://manus.im/blog/k-id-manus-use-case): k-ID uses Manus Wide Research to monitor 500+ websites for regulatory changes with parallel sub-agents, and built internal tools without engineering sprints. Tools: Manus.

## Finance & Trading

- [Polymarket Autopilot](https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/polymarket-autopilot.md): Automated paper trading on prediction markets with backtesting, strategy analysis, and daily performance reports. Tools: OpenClaw.

## Enterprise Engineering

- [Rakuten: 7-hour autonomous refactor in vLLM](https://claude.com/customers/rakuten): Claude Code worked 7 hours autonomously implementing an activation-vector extraction method in vLLM; feature time-to-market cut from 24 to 5 days. Tools: Claude Code.
- [Stripe: Scala-to-Java migration in 4 days](https://claude.com/customers/stripe): A Stripe team migrated 10,000 lines of Scala to Java in four days (estimated 10 engineer-weeks) after rolling Claude Code out to 1,370 engineers. Tools: Claude Code.
- [Spotify: background coding agent for fleet migrations](https://claude.com/customers/spotify): Claude Agent SDK runs as a background agent from prompt to merged PR, producing 650+ merged PRs per month and saving up to 90% of migration time. Tools: Claude Agent SDK.
- [Satispay: Java 8 to 21 upgrade in under 4 days](https://claude.com/customers/satispay): Claude Code modernized Satispay's core transaction service (Java 8→21 plus a major Spring upgrade) against a four-week estimate. Tools: Claude Code.
- [Money Forward: incident and Kubernetes auto-fix agents](https://claude.com/customers/money-forward): Engineers built Sherlock (incident investigation) and Lumos (auto-fixes Kubernetes issues and opens a PR in ~5 minutes) with Claude Code. Tools: Claude Code.
- [Ship an Airline App With Near-Complete Test Coverage](https://openai.com/index/virgin-atlantic/): Virgin Atlantic used Codex to build out unit tests and ship its revamped mobile app for the Christmas rush with zero P1 defects at launch, and to refactor legacy code in hours instead of weeks. Tools: OpenAI Codex.
- [Cross-Repo Build Optimization and Defect Repair](https://openai.com/index/cisco/): Cisco had Codex analyze build logs and dependency graphs across 15+ repos (~20% faster builds, 1,500+ engineering hours saved monthly) and used Codex CLI to automate defect repair on large C/C++ codebases. Tools: OpenAI Codex.
- [Turn User Stories Into Production Features](https://openai.com/index/1password/): 1Password integrated Codex across its delivery lifecycle, reporting a 20.9% productivity improvement and a 10.9% cut in median PR cycle time; a defect spanning 10+ microservices went from ~2 hours to 5–20 minutes to investigate. Tools: OpenAI Codex.
- [Fix Customer Bugs and Add Platform Integrations](https://cognition.ai/blog/linktree): Linktree used Devin to fix customer-reported bugs, build small features and add new social platform support; in one month Devin authored ~300 PRs and merged ~100. Tools: Devin.
- [.NET Framework to .NET Core Migration](https://cognition.ai/blog/dotnet-migration-with-devin): A step-by-step guide to having Devin run a Strangler Fig migration from .NET Framework to .NET Core using playbooks; Cognition says teams finish in as little as two weeks. Tools: Devin.
- [Modernize COBOL Codebases](https://cognition.ai/blog/how-devin-is-modernizing-cobol-at-fortune-500-companies): Fortune 500 companies staffed Devin on COBOL work: documenting millions of lines, migrating a customs workflow from COBOL to AWS Lambda, and refactoring tax ID logic across hundreds of programs. Tools: Devin.
- [Analyze 50M+ Lines of Code in Two Weeks](https://cursor.com/blog/nokia): At Nokia, two engineers used Cursor to analyze more than 50 million lines of code in two weeks, and the company is redesigning its SDLC around specialized agents. Tools: Cursor.
- [Re-platform Legacy Mining Data Systems](https://cursor.com/blog/imdex): IMDEX used Cursor to consolidate fragmented geological data systems, shipping a data platform in 8 months (vs 2–3 years) and an Angular→React migration in 6 months. Tools: Cursor.
- [Manage Cursor Cloud Agents While You Sleep](https://x.ai/bot/guides/grok-bot-for-engineering): Grok Bot creates and monitors Cursor cloud agents, reviews PR proofs and steers runs; a P0 routine checks transcripts every five minutes. Tools: Grok Bot.
- [An Always-On Agent for Every Employee](https://hermes-agent.nousresearch.com/docs/user-stories): Razorpay gives 220+ employees their own isolated, always-on Hermes agent, each in its own Kubernetes namespace with its own storage, cloud identity and network policy. Tools: Hermes Agent.