Life admin

The AI updated a charity's website and enriched it from its own photos, unasked

The AI updated a website he manages for a charity and on its own scanned beneficiary header images to add information to the writeup; done well.

Explain my situation and find the welfare payments I can claim

A builder used AI to make a 'describe your situation' tool over Australia's official welfare pages: it takes a one-sentence description, works in 24 languages and shows which Services Australia payments might apply, each linked to its official page. Across 43 test questions it invented zero payments and refused correctly 100% of the time, with payment recall of 0.76.

Publish the government data nobody can read, and email it weekly

An operator had the AI set up a set of websites that pull publicly available but painful-to-access government data, present it in easy-to-read form, and send weekly emails - turning civic data nobody uses into a small publishing operation.

File my Korean resident tax report on HomeTax

The AI completed and filed the user's resident tax report through Korea's HomeTax system.

Coordinated wedding logistics: emailed a photographer about Perona Farms timing, cleared sales

Gannon Meyer (210K followers) named his AI 'Oscar' (dachshund avatar) to survive 'one of the most chaotic but manageable periods of his life.' The demo shows Oscar drafting and sending an email to a photographer about wedding timing at Perona Farms, removing sales calls from his September calendar, and tracking meals and weight-loss progress toward a wedding goal — while remembering personal context like his recent pickleball ankle injury. Oscar proposes actions but executes only after a

Scan my inbox unprompted and rescue a message trapped in spam

Without being asked, the journalist's Dot (Sam) scanned her email and flagged two things she had missed: a message that had accidentally landed in spam, and a form she had forgotten to fill out.

His email bot misspelled its own urgent tag and buried a week of urgent mail

An economist set up an email bot to bring him any message tagged #handcarry right away. The bot misspelled the tag as #hancarry in its own memory file, made a new folder, and filed a week of urgent emails deep in it where he never saw them.

An agent took a man's email from 90 minutes a day to 8

A man was spending 90 minutes a day on email. An AI agent was set up to read, sort and draft replies to every routine message. He now approves the drafts in 8 minutes, saving 82 minutes a day.

Uploaded his resume and target roles; the AI auto-applied to 50 jobs while

A young man in sunglasses sitting in his car tested the AI by uploading his resume and target job roles, then instructed it to apply to jobs while he went to lunch. Screen recordings showed multiple browser tasks running and a notification confirming an application submitted to 'ioTech Solutions.' The AI asked for information once for the first application, then reused it — resulting in 50 applications submitted while he was idle.

The AI fills out my When2Meet poll from my calendar on its own

He had the AI work out how the When2Meet scheduling site works and turn it into a skill. Now the AI can read his calendar and fill in the When2Meet availability grid by itself.

The AI found a serious security hole in a state legislature website while archiving it

She was using AI to archive legislative material when it flagged a serious vulnerability in a state legislature's website. She had to stop and report it.

Proactively flagged a TripIt security email about a password change he had

The AI sent a notification that it had spotted an email from TripIt, the vacation-planning app Ulanoff uses, about a password change he had forgotten making. The agent wanted to make sure he'd seen the email verifying it was him.

My email agent runs on an old PC under my desk and sends nothing without my yes

He runs his email agent on a 2018 computer he already owned. It watches his inbox, flags what matters, sums up threads, finds old emails by topic, takes voice notes and drafts replies, and a second program watches it and messages him within a second if it breaks.

The AI built his filing site add-on for about $10 in tokens

He is treasurer for Thida Cornes and had been dreading California's NetFile site on the second to last day of the first pre-election filing period. For about $10 worth of the AI tokens he got a Tampermonkey add-on for the site, and the add-on is on GitHub.

A 20 page report the AI wrote got his stolen motorcycle claim paid in full

After his motorcycle was stolen, his insurer offered nearly half the market value. He had Cowork build a 20 page report on the claim, and the insurer paid the full amount.

The AI does his boring paperwork in his own logged in browser: reserve duty refunds, national insurance, flight check-ins

Outside code, his biggest win is boring paperwork. The AI filed his reserve duty refunds, sorted out his national insurance payments and did his flight check-ins, working in his own logged in Chrome. Each job is about ten minutes of work, which is exactly why he kept putting them off. He gives each area of his life its own folder with a CLAUDE.md and a notes file, so the money stuff does not mix with the rest.

The AI made a nonprofit's booth materials, print-ready, in about 30 minutes

The AI’s tools produced printable booth artifacts for a nonprofit he advises; in about 30 minutes he had a professional PDF uploaded to FedEx Kinkos for printing.

Scheduled a daily AI-news podcast delivered via RSS feed to a podcast

Had the AI 'Brio' block one hour (2:00-3:00pm) on her calendar for interview

Cat (green glasses, plaid shirt), preparing for an interview with limited time, introduced 'Brio' (pink abstract avatar) as her AI. Screen recordings of a messaging app show her asking Brio to block calendar time; Brio confirmed a 2:00-3:00pm block and offered to run through questions.

Booked three conference rooms; refused to book anything outside 9am-5pm local time

In two weeks of real inbox-and-calendar work, The AI Crux had the AI book three conference rooms. Calendar work was functional but conservative: it refused anything outside 9-to-5 local without an explicit override, which the reviewer framed as a guardrail more than intelligence.