https://kuhaku.web.id/new/A directory of real AI agent use cases, each with the prompt to try it.enTue, 20 Oct 2026 11:45:43 GMThttps://kuhaku.web.id/use-case/write-schedule-and-track-social-posts-daily/https://kuhaku.web.id/use-case/write-schedule-and-track-social-posts-daily/Tue, 20 Oct 2026 11:45:43 GMTAn agent writes a business's social posts, schedules them daily and tracks performance without manual input.https://kuhaku.web.id/use-case/write-review-and-document-code-across-a-product-s-prs/https://kuhaku.web.id/use-case/write-review-and-document-code-across-a-product-s-prs/Tue, 20 Oct 2026 11:45:43 GMTFounders report Devin touching all PRs at ChatPRD and being Gumroad's top contributor with over 1,500 merged PRs.https://kuhaku.web.id/use-case/write-playwright-tests-with-playwright-mcp-and-claude-code/https://kuhaku.web.id/use-case/write-playwright-tests-with-playwright-mcp-and-claude-code/Tue, 20 Oct 2026 11:45:43 GMTA walkthrough of using Playwright MCP with Claude Code to generate Playwright tests in minutes.https://kuhaku.web.id/use-case/write-meta-campaign-copy-as-a-senior-copywriter/https://kuhaku.web.id/use-case/write-meta-campaign-copy-as-a-senior-copywriter/Tue, 20 Oct 2026 11:45:43 GMTA poster had Manus act as a senior direct-response copywriter to generate ad copy for a Meta campaign.https://kuhaku.web.id/use-case/write-end-of-sprint-changelogs-from-completed-tickets/https://kuhaku.web.id/use-case/write-end-of-sprint-changelogs-from-completed-tickets/Tue, 20 Oct 2026 11:45:43 GMTA PM has Claude Cowork read completed Linear tickets, pick what matters, draft the update and suggest email or in-app format, replacing about an hour per sprint.https://kuhaku.web.id/use-case/write-design-and-post-social-content-from-a-google-sheet/https://kuhaku.web.id/use-case/write-design-and-post-social-content-from-a-google-sheet/Tue, 20 Oct 2026 11:45:43 GMTAn automation built with Make, OpenAI, Cloudinary and Buffer writes captions, designs content and posts it across social platforms from a sheet.https://kuhaku.web.id/use-case/write-better-css-with-an-mdn-aware-helper/https://kuhaku.web.id/use-case/write-better-css-with-an-mdn-aware-helper/Tue, 20 Oct 2026 11:45:43 GMTAn MCP server that consults MDN docs, reports browser compatibility, and analyzes your CSS for the agent.https://kuhaku.web.id/use-case/write-appeals-and-phone-insurers-on-denied-claims/https://kuhaku.web.id/use-case/write-appeals-and-phone-insurers-on-denied-claims/Tue, 20 Oct 2026 11:45:43 GMTCounterforce Health's AI writes appeal letters against claim denials and a voice agent calls the insurer to follow up for the user.https://kuhaku.web.id/use-case/write-and-send-ai-newsletters-automatically/https://kuhaku.web.id/use-case/write-and-send-ai-newsletters-automatically/Tue, 20 Oct 2026 11:45:43 GMTAn n8n agent finds a trending AI topic, writes a newsletter with Gemini, formats it and emails it to subscribers without manual work.https://kuhaku.web.id/use-case/write-and-debug-code-across-eight-test-tasks/https://kuhaku.web.id/use-case/write-and-debug-code-across-eight-test-tasks/Tue, 20 Oct 2026 11:45:43 GMTA reviewer had Manus build a currency converter, fix a find_max bug and make a landing page, with mostly strong results.https://kuhaku.web.id/use-case/write-a-weekly-ai-marketing-newsletter-automatically/https://kuhaku.web.id/use-case/write-a-weekly-ai-marketing-newsletter-automatically/Tue, 20 Oct 2026 11:45:43 GMTA scheduled Lindy agent researches the week's news, drafts the newsletter plus social posts and scripts, stores them in Airtable and emails the result.https://kuhaku.web.id/use-case/write-a-parking-ticket-appeal-that-got-dismissed/https://kuhaku.web.id/use-case/write-a-parking-ticket-appeal-that-got-dismissed/Tue, 20 Oct 2026 11:45:43 GMTThe poster used ChatGPT to draft an appeal of a street-sweeping parking ticket, and the ticket was dismissed.https://kuhaku.web.id/use-case/write-a-linux-kernel-improvement-with-claude-code/https://kuhaku.web.id/use-case/write-a-linux-kernel-improvement-with-claude-code/Tue, 20 Oct 2026 11:45:43 GMTLinus Torvalds is working on a sizable Linux kernel patch written with Claude Code, per the headline.https://kuhaku.web.id/use-case/write-a-beginner-book-on-programming-with-ai/https://kuhaku.web.id/use-case/write-a-beginner-book-on-programming-with-ai/Tue, 20 Oct 2026 11:45:43 GMTA blogger used Manus free credits to write a book on programming with AI for beginners and plans to publish it on Amazon.https://kuhaku.web.id/use-case/work-on-mainframes-and-cobol/https://kuhaku.web.id/use-case/work-on-mainframes-and-cobol/Tue, 20 Oct 2026 11:45:43 GMTHopper is an agentic development environment for the mainframe systems behind banking, payments, insurance, and airlines.https://kuhaku.web.id/use-case/work-helpdesk-tickets-with-claude-code-and-custom-gpts/https://kuhaku.web.id/use-case/work-helpdesk-tickets-with-claude-code-and-custom-gpts/Tue, 20 Oct 2026 11:45:43 GMTSupport admins built CLIs and skills for Confluence, Jira and Zendesk with Claude Code, and used a custom GPT to draft ticket answers that had to be pasted back manually.https://kuhaku.web.id/use-case/win-a-flight-refund-dispute-with-chatgpt/https://kuhaku.web.id/use-case/win-a-flight-refund-dispute-with-chatgpt/Tue, 20 Oct 2026 11:45:43 GMTA traveler used ChatGPT to frame a dispute over a cancelled IndiGo flight and says they won the ₹43,992 refund.https://kuhaku.web.id/use-case/watch-weekly-deals-and-buy-regular-items/https://kuhaku.web.id/use-case/watch-weekly-deals-and-buy-regular-items/Tue, 20 Oct 2026 11:45:43 GMTOne Grok Bot watches deals on regularly bought products, another purchases in a browser with shipping details and discount codes, then reads order confirmations and tracking.https://kuhaku.web.id/use-case/watch-item-prices-and-email-on-drops/https://kuhaku.web.id/use-case/watch-item-prices-and-email-on-drops/Tue, 20 Oct 2026 11:45:43 GMTA commenter set up a ChatGPT price watch on items they want and gets an email only when the price drops.https://kuhaku.web.id/use-case/watch-a-ticket-site-and-report-available-times/https://kuhaku.web.id/use-case/watch-a-ticket-site-and-report-available-times/Tue, 20 Oct 2026 11:45:43 GMTMika Reyes set a Grok Bot routine to keep checking a Dancing with the Stars ticket website and come back with times.https://kuhaku.web.id/use-case/vibe-code-and-deploy-an-idle-clicker-game/https://kuhaku.web.id/use-case/vibe-code-and-deploy-an-idle-clicker-game/Tue, 20 Oct 2026 11:45:43 GMTGilbert Pellegrom had his OpenClaw agent build a simple idle game from a conversation, commit it to GitHub and auto-deploy it to Vercel.https://kuhaku.web.id/use-case/vibe-code-an-html5-browser-game/https://kuhaku.web.id/use-case/vibe-code-an-html5-browser-game/Tue, 20 Oct 2026 11:45:43 GMTThe developer of Xenodochium built the game with Gemini, hit repeated errors, and worked around them by starting a fresh chat.https://kuhaku.web.id/use-case/vibe-code-a-pull-request-dashboard-across-azure-devops-repos/https://kuhaku.web.id/use-case/vibe-code-a-pull-request-dashboard-across-azure-devops-repos/Tue, 20 Oct 2026 11:45:43 GMTAuthor used ChatGPT for architecture and the Junie agent in WebStorm to build a dashboard aggregating PRs across four repos, flagging approvals, conflicts and comments, in about 3 hours.https://kuhaku.web.id/use-case/vibe-code-a-flappy-bird-game-for-deskhog/https://kuhaku.web.id/use-case/vibe-code-a-flappy-bird-game-for-deskhog/Tue, 20 Oct 2026 11:45:43 GMTA PostHog tutorial has Cursor in Agent mode write a Flappy Bird-style game for the DeskHog device from its README and hardware details.https://kuhaku.web.id/use-case/verify-spice-simulations-against-a-real-oscilloscope/https://kuhaku.web.id/use-case/verify-spice-simulations-against-a-real-oscilloscope/Tue, 20 Oct 2026 11:45:43 GMTMCP servers for an oscilloscope and SPICE simulator let Claude Code compare simulated circuits with real hardware measurements, closing the loop.https://kuhaku.web.id/use-case/validate-invoices-against-inventory-and-create-purchase-orde/https://kuhaku.web.id/use-case/validate-invoices-against-inventory-and-create-purchase-orde/Tue, 20 Oct 2026 11:45:43 GMTAn n8n workflow built for a client matches invoice data to a Google Sheets inventory, creates ERP purchase orders and notifies purchasing; about 90% of invoices are handled automatically.https://kuhaku.web.id/use-case/use-n8n-workflows-as-a-home-assistant-voice-agent/https://kuhaku.web.id/use-case/use-n8n-workflows-as-a-home-assistant-voice-agent/Tue, 20 Oct 2026 11:45:43 GMTA custom integration sends voice requests and exposed entities to an n8n workflow that can use AI and trigger automations, speaking the reply back.https://kuhaku.web.id/use-case/use-grok-as-the-narrative-engine-of-a-game/https://kuhaku.web.id/use-case/use-grok-as-the-narrative-engine-of-a-game/Tue, 20 Oct 2026 11:45:43 GMTThe poster built a game where Grok generates the story narration, and says it outperformed Gemini and GPT for narrative output.https://kuhaku.web.id/use-case/use-cursor-for-academic-paper-writing-with-citations/https://kuhaku.web.id/use-case/use-cursor-for-academic-paper-writing-with-citations/Tue, 20 Oct 2026 11:45:43 GMTForum users write papers in markdown with Zotero citations and a bibtex file for Cursor to pick references from, converting to Word with pandoc.https://kuhaku.web.id/use-case/use-codex-for-non-coding-chores/https://kuhaku.web.id/use-case/use-codex-for-non-coding-chores/Tue, 20 Oct 2026 11:45:43 GMTCommenters use Codex for Pi-hole upgrades, market research, wiki building, file search, PowerPoint edits, light Excel work, scraping, and data entry.https://kuhaku.web.id/use-case/use-an-agent-as-a-full-time-personal-secretary/https://kuhaku.web.id/use-case/use-an-agent-as-a-full-time-personal-secretary/Tue, 20 Oct 2026 11:45:43 GMTA user says they use Grok Bot as a full-time secretary for personal-assistant work, with no detailed task list given.https://kuhaku.web.id/use-case/use-a-persistent-assistant-for-student-research-and-daily-ta/https://kuhaku.web.id/use-case/use-a-persistent-assistant-for-student-research-and-daily-ta/Tue, 20 Oct 2026 11:45:43 GMTA student used a named dot for ongoing research and daily tasks with persistent context across chats, set up for email.https://kuhaku.web.id/use-case/use-a-coding-agent-for-everyday-non-programming-chores/https://kuhaku.web.id/use-case/use-a-coding-agent-for-everyday-non-programming-chores/Tue, 20 Oct 2026 11:45:43 GMTA user's Claude Code handled non-coding tasks: photo edits, PDF analysis for exam prep, killing a hung process, finding materials, checking warranties, and renaming an agent across files.https://kuhaku.web.id/use-case/use-a-bot-as-a-qa-intern-on-a-live-app/https://kuhaku.web.id/use-case/use-a-bot-as-a-qa-intern-on-a-live-app/Tue, 20 Oct 2026 11:45:43 GMTA Grok Bot clicked through an app's core flows several times a day, reported problems and drafted fix PRs; it found a real bug.https://kuhaku.web.id/use-case/upgrade-site-dependencies-and-frameworks-with-cursor/https://kuhaku.web.id/use-case/upgrade-site-dependencies-and-frameworks-with-cursor/Tue, 20 Oct 2026 11:45:43 GMTKent C. Dodds had Cursor's agent look up migration docs, plan and upgrade Remix v2 to React Router v7 and xstate in his site.https://kuhaku.web.id/use-case/update-a-legacy-telegram-bot-and-refactor-an-app/https://kuhaku.web.id/use-case/update-a-legacy-telegram-bot-and-refactor-an-app/Tue, 20 Oct 2026 11:45:43 GMTThe author used Replit Agent to update a Telegram bot to a newer API, which only worked after some iterations, and to refactor a card-collection app including a database schema change.https://kuhaku.web.id/use-case/update-a-household-wiki-with-an-llm-via-mcp/https://kuhaku.web.id/use-case/update-a-household-wiki-with-an-llm-via-mcp/Tue, 20 Oct 2026 11:45:43 GMTThe author's wife plugged an MCP server into their household Wiki.js so an LLM can update the wiki.https://kuhaku.web.id/use-case/update-a-docs-page-of-ai-cli-tools-with-devin/https://kuhaku.web.id/use-case/update-a-docs-page-of-ai-cli-tools-with-devin/Tue, 20 Oct 2026 11:45:43 GMTA user had Devin update a page listing AI coding CLI tools; it opened a PR in 5 minutes, but a separate task needed much back-and-forth to find all files.https://kuhaku.web.id/use-case/update-a-digital-assets-platform-with-manus/https://kuhaku.web.id/use-case/update-a-digital-assets-platform-with-manus/Tue, 20 Oct 2026 11:45:43 GMTMufasa used Manus to review features, iterate on mockups, and generate code for a new AI automation sector in Genesis v2.0.https://kuhaku.web.id/use-case/unsubscribe-from-unread-mailing-lists-via-gmail/https://kuhaku.web.id/use-case/unsubscribe-from-unread-mailing-lists-via-gmail/Tue, 20 Oct 2026 11:45:43 GMTReporters connected Muse to Gmail; it found never-opened emails, let the user choose which to drop, then carried out the unsubscribe requests.https://kuhaku.web.id/use-case/turn-youtube-videos-into-cited-research-notes/https://kuhaku.web.id/use-case/turn-youtube-videos-into-cited-research-notes/Tue, 20 Oct 2026 11:45:43 GMTThe author uses Claude Code with NotebookLM and Obsidian to turn 20 videos into cited notes, audio overviews, a knowledge graph and flashcards.https://kuhaku.web.id/use-case/turn-voice-notes-into-structured-obsidian-notes/https://kuhaku.web.id/use-case/turn-voice-notes-into-structured-obsidian-notes/Tue, 20 Oct 2026 11:45:43 GMTVoice notes sent over Telegram become Obsidian thought notes with transcript, cleaned argument, linked context and a draft; Hermes also tracks recipes.https://kuhaku.web.id/use-case/turn-voice-notes-into-linear-tickets-and-review-analytics/https://kuhaku.web.id/use-case/turn-voice-notes-into-linear-tickets-and-review-analytics/Tue, 20 Oct 2026 11:45:43 GMTThe author built Codex skills that convert voice notes into formatted Linear tickets, review YouTube analytics weekly, and run nightly self-improvement automations.https://kuhaku.web.id/use-case/turn-videos-and-company-research-into-slide-decks/https://kuhaku.web.id/use-case/turn-videos-and-company-research-into-slide-decks/Tue, 20 Oct 2026 11:45:43 GMTThe author describes Manus watching a YouTube video to make a slide deck and researching companies for investment potential into a presentation.https://kuhaku.web.id/use-case/turn-vet-charges-into-ready-to-send-pet-insurance-claims/https://kuhaku.web.id/use-case/turn-vet-charges-into-ready-to-send-pet-insurance-claims/Tue, 20 Oct 2026 11:45:43 GMTA personal OpenClaw agent spots vet charges in the bank feed, finds the invoice in Gmail, fills the insurer's PDF form, drafts the email and tracks replies for the owner to review and send.https://kuhaku.web.id/use-case/turn-trip-receipts-into-an-expense-report-and-triage-files/https://kuhaku.web.id/use-case/turn-trip-receipts-into-an-expense-report-and-triage-files/Tue, 20 Oct 2026 11:45:43 GMTThe author used Cowork to build an expense report from 47 receipts, pick what to read from 4,992 files and make slide decks via Gamma.https://kuhaku.web.id/use-case/turn-tickets-into-merged-pull-requests-with-one-shot-coding-/https://kuhaku.web.id/use-case/turn-tickets-into-merged-pull-requests-with-one-shot-coding-/Tue, 20 Oct 2026 11:45:43 GMTStripe describes its internal Minions coding agents that take tasks end to end into code changes; the post is a headline only.https://kuhaku.web.id/use-case/turn-tickets-into-merged-pull-requests/https://kuhaku.web.id/use-case/turn-tickets-into-merged-pull-requests/Tue, 20 Oct 2026 11:45:43 GMTPulls tasks from GitHub Issues or Linear, then runs Claude Code or Codex in isolated Kubernetes pods to carry each one through to a PR.https://kuhaku.web.id/use-case/turn-spoken-answers-into-a-todoist-task-list/https://kuhaku.web.id/use-case/turn-spoken-answers-into-a-todoist-task-list/Tue, 20 Oct 2026 11:45:43 GMTAlexa sends spoken answers to ChatGPT, which organizes them into a formatted list of tasks for the household workflow.https://kuhaku.web.id/use-case/turn-slack-messages-and-sheet-rows-into-linear-issues/https://kuhaku.web.id/use-case/turn-slack-messages-and-sheet-rows-into-linear-issues/Tue, 20 Oct 2026 11:45:43 GMTLindy workflows create Linear issues from Slack messages or new Google Sheet rows and write the issue link back to the sheet (vendor description).