Use cases
Things people report doing with agents. Curated feed excerpts link to their sources. Outcomes are not independently verified; categories are Oriel navigation labels.
File pet insurance reimbursements for prescription dog food
Meta Muse · Everyday life · Via Agent Use Cases · Reported use case
Done with Meta Muse. Muse gathered the Chewy invoice and prescription card and uploaded them to the insurer's app, handling multiple reimbursements at once.
Handle family logistics, reminders and research with a personal assistant
Meta Muse · Research · Via Agent Use Cases · Reported use case
Done with Meta Muse. The poster uses Muse with its own VM to book kids' workshop spots, send medication reminders, draft interview questions and a house-help offer, and price-match.
Find tattoo clients on Reddit and draft replies
Grok Bot · Everyday life · Via Agent Use Cases · Reported use case
Done with Grok Bot. A tattoo artist runs a team of Grok Bot agents; one reads Reddit posts for local recommendation requests and drafts replies for human review before posting.
Run personal assistant tasks like medical data and finance reports
Grok Bot · Work · Via Agent Use Cases · Reported use case
Done with Grok Bot. Commenters use several Grok Bots with different jobs, including one handling insulin pump data with food logs and another managing finances and morning reports.
Order ice cream delivery and build schedule spreadsheets
Operator · Development · Via Agent Use Cases · Reported use case
Done with Operator. Reporters tested Operator: it got ice cream delivered but needed guidance, payment info and purchase approval, and often got spreadsheet details wrong.
Move Twitter follows over to Bluesky
Unspecified · Everyday life · Via Agent Use Cases · Reported use case
The author's agent goes through the accounts they follow on Twitter, matches them to Bluesky profiles, and follows them there.
Run daily business operations on a dedicated agent machine
Unspecified · Work · Via Agent Use Cases · Reported use case
A business owner runs an AI agent on a dedicated machine that handles email triage, summarization, social media monitoring, scheduling, file management and drafting responses.
Turn meeting transcripts into decks and organize SharePoint files
ChatGPT Agent · Work · Via Agent Use Cases · Reported use case
Done with ChatGPT Agent. Users report ChatGPT agent producing a PowerPoint, Excel sheet and follow-up email from a transcript, and sorting over 100 SharePoint links into one folder, cutting a five-hour task to under 20 minutes.
Build code with agents while keeping a working understanding
Unspecified · Development · Via Agent Use Cases · Reported use case
A developer describes a workflow where the agent interviews them on ambiguities, makes the minor decisions, generates explainers and quizzes, and runs verifiers in the coding loop.
Find errors in production agent traces
Unspecified · Everyday life · Via Agent Use Cases · Reported use case
Laminar's flow-1 model reads agent traces to catch implicit failures like wrong clicks or wrong citations, so every production trace can be analyzed without sampling.
Track personal investments with a Claude-built portfolio tracker
Claude · Everyday life · Via Agent Use Cases · Reported use case
Done with Claude. The poster built a personal portfolio tracker with Claude that tracks SIPs and lump sums using money-weighted returns, and helps with research.
Research hedge fund portfolios from 13F filings
Unspecified · Research · Via Agent Use Cases · Reported use case
An open-source financial research agent with live data access works with 13F filings to analyze institutional portfolio disclosures.
Run real-estate operations with a memory-equipped assistant
n8n · Everyday life · Via Agent Use Cases · Reported use case
Done with n8n. The poster built a workflow with an AI agent that keeps memory for contextual conversations and updates property data dynamically.
Book site visits and follow up with real-estate leads
n8n · Everyday life · Via Agent Use Cases · Reported use case
Done with n8n. The poster built an n8n-based sales assistant that books site visits, sends emails, follows up with leads and updates the CRM.
Review contracts and check consumer-protection rules with legal AI agents
Unspecified · Everyday life · Via Agent Use Cases · Reported use case
An in-house lawyer uses legal AI tools to catch inconsistencies and edge-case risks, plus custom agents built around consumer-protection regulations.
Write and review contracts with ChatGPT
ChatGPT · Creative · Via Agent Use Cases · Reported use case
Done with ChatGPT. The poster used ChatGPT to draft and review contracts and was impressed with the results.
Book a restaurant table and add it to the calendar
Meta Muse · Everyday life · Via Agent Use Cases · Reported use case
Done with Meta Muse. A reporter had Meta's Muse find a Midtown Manhattan restaurant for two at 6 pm, book it and add it to the calendar; holiday travel booking went clunkily.
Reorder low stock from suppliers automatically
Unspecified · Everyday life · Via Agent Use Cases · Reported use case
A system checks Shopify inventory each morning and emails a pre-written order to the right supplier when stock is low.
Interview candidates based on their resume
n8n · Everyday life · Via Agent Use Cases · Reported use case
Done with n8n. A built AI interview agent analyzes a candidate's resume and conducts a personalized interview for HR and recruiters.
Connect an agent to email with scoped access
Grok Bot · Work · Via Agent Use Cases · Reported use case
Done with Grok Bot. The author linked a Bot to email without full credentials, using a scoped Google Cloud project it suggested; a Chrome Teach-a-Task run hit a CAPTCHA and failed.
Handle multi-click chores like DMV, returns and appointments
Grok Bot · Everyday life · Via Agent Use Cases · Reported use case
Done with Grok Bot. Coverage reportedly showed Grok Bot triaging email, registering a car at the DMV, returning Amazon items, booking a doctor visit and filling forms.
Scrape AI news three times a day with a custom bot
Grok Bot · Everyday life · Via Agent Use Cases · Reported use case
Done with Grok Bot. A paying user built three bots in week one, including a news scraper collecting AI news three times daily; one other bot flopped.
Run contractor back-office jobs and churn recovery
Grok Bot · Everyday life · Via Agent Use Cases · Reported use case
Done with Grok Bot. A contractor used Grok Bot to flag an insurance certificate discrepancy, create work orders from contracts and fill a credit application; another drafted win-back messages.
Scrub your phone number from data brokers to stop spam
Grok Bot · Everyday life · Via Agent Use Cases · Reported use case
Done with Grok Bot. A Grok Bot skill finds a user's number on people-search sites, files removal requests, completes confirmation emails and rechecks on a schedule.
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