Use cases

A sales professional publishing as memling reports building GreyCRM with Replit Agent, then adding email, video letters and a calendar while users exposed unresolved issues.

Replit Agent

Justin Tan reports Replit Agent producing Budget Buddy from a detailed brief, then reaching a working budgeting prototype after seven or eight additional prompts.

Replit Agent

pcworld.com

Ben Patterson watched ChatGPT agent navigate OpenTable for a party of three, correct a party-size error and stop for diner details before final confirmation.

ChatGPT agent

nngroup.com

Evan Sunwall reports a successful Brennan’s lunch reservation after slow research, a changed time, allergy entry and human contact-detail takeover.

ChatGPT agent

tech.yahoo.com

Amanda Smith used ChatGPT agent to compare New Jersey and New York salons, revise a haircut budget to include tip and identify stylist choices without completing a booking.

ChatGPT agent

tomsguide.com

Christoph Schwaiger used ChatGPT agent to find January round trips from JFK, then manually rechecked the listed times and prices because the table lacked direct booking links.

ChatGPT agent

wow.pjh.is

Peter Hartree ran ChatGPT agent on a Gatwick hotel search three times. It chose his preferred property and reached card verification, then handed control back without completing payment.

ChatGPT agent

tomsguide.com

Alex Hughes used ChatGPT to clarify TV requirements, then agent mode to search retailers and deal guides, returning five matching choices and two cheaper alternatives without a purchase.

ChatGPT agent

simonwillison.net

Simon Willison used Claude Code for web to specify and implement llm-coding-agent, published an alpha package and tried its file and command tools on a small Swift task.

Claudevia Claude Code for web

Dave Swift demonstrates Claude Code inspecting W-9 fields, writing a filling script and checking the output, then describes turning the repeated workflow into a reusable skill.

Claudevia Claude Code

Ruben Dominguez reports scheduled Claude Code email triage and calendar preparation before waking, followed by a morning command that dispatches six agents.

Claudevia Claude Code

blog.beguelin.com

Adam Beguelin used Claude Code to inspect Home Assistant traces, identify repeated home-to-home camera triggers and deploy transition filters through a versioned configuration workflow.

Claudevia Claude Code

gosu.team

Artur Erofeev used Claude Code with a real Chrome session to collect jobs, tailor application materials and submit forms, retaining CSV review and manual handling of authentication barriers.

Claudevia Claude Code

Future Insider reports using Claude Code to extract invoice fields, rename 200 PDFs into monthly folders and export a summary spreadsheet, without publishing the underlying files.

Claudevia Claude Code

airabbit.blog

AiRabbit tested Claude computer use on a browser-based tax form and synthetic local records. It produced a draft but entered an incorrect ZIP code and omitted the address.

Claudevia Claude computer use

substack.com

Pean reports a daily dashboard combining scheduled inbox, meeting and research tasks, with prepared email drafts, priorities and links to original records.

Claudevia Cowork

x.com

Jefferson reports Claude preparing accounts from invoices and receipts and submitting overdue German VAT statements after he logged into Elster.

Claudevia Cowork and Claude in Chrome

Hassid reports a 47-receipt expense workbook with three unclear values flagged for manual entry, completing the process in his estimated ten minutes.

Claudevia Cowork

Cupareanu reports Cowork producing a reconciliation workbook, consistently renamed invoices and flags for transactions whose invoices she had not supplied.

Claudevia Cowork

Montaldo reports using Cowork to extract and enrich social commenters, score customer fit and produce spreadsheets and tailored outreach drafts.

Claudevia Cowork

Margot reports a Houston dealership tracker, sent inquiries and two email rounds, while documenting an unexpected sending account and stopping before appointments.

Claudevia Cowork

Alex Willen used Claude in Chrome to extract a tax organizer’s fields, Claude Code to populate JSON from records and Chrome to enter reviewed pages, with repeated human batching.

Claudevia Claude Code and Claude in Chrome

dreamhost.com

Brian Glassman’s DreamHost test reports Comet comparing coffee makers under $100, selecting two for an Amazon cart and stopping before purchase.

Perplexity Comet

aaronstuyvenberg.com

Aaron Stuyvenberg used OpenClaw to research local prices, contact three dealers and exchange competing quotes, reporting a $4,200 discount before taking over financing and signing.

OpenClaw