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Claude Code: what it is and what people actually do with it
An agentic coding tool that reads your codebase, edits files, runs commands and works with your dev tools, in the terminal, IDEs, a desktop app and the web. source
I have 167 sightings of Claude Code. Its most common jobs: Productivity (30), Software Development (28), Research & Data (16).
- Vendor
- Anthropic
- Official site
- code.claude.com
- Sightings here
- 167 cases
- Pricing
- Most surfaces need a Claude subscription or an Anthropic Console account. See site for current plans. pricing source
Productivity · 30 Software Development · 28 Research & Data · 16 Knowledge & Notes · 13 Sales & Marketing · 13 DevOps & Infra · 12 Finance · 10 Email & Inbox · 10
Head to head
Cases (167)
Showing the 60 most-read.
- Book the best-priced flight and later refund it · Claude Code · Travel & Booking
A published walkthrough shows someone asked Claude Code to find the best price, and it booked the flight on its own three months ahead. Separately… - Build a DIY slide tower with a subagent · Claude Code · Home & Family
A parent spun up a Claude Code subagent to help design and document building a backyard slide tower for their child. - Build a health plan from genetic and bloodwork data · Claude Code · Home & Family
A published walkthrough shows farzad uploaded his full raw 23andme genetic file, ways2well bloodwork, artery plaque scans, and complete supplement… - Extract expenses from credit card statements into Excel · Claude Code · Productivity
A published walkthrough shows the builder put all her personal credit card statements in one folder and ran Claude Code from inside it. She asked it… - Rename messy invoices for tax filing · Claude Code · Finance
Someone points Claude Code at a messy invoice folder; it reads each file, renames it to a date-vendor pattern, and files it in the right folder. - Manage investments, taxes and credit · Claude Code · Finance
Real-world thread: claude Code shows up in a write-up about manage investments, taxes and credit. The linked post is the primary source for steps… - Use Claude Code in a commercial real estate business · Claude Code · Automation
Observed in the wild: a solo commercial real estate developer said they moved from relying on third-party Argus analysts to building their own Excel… - Extract receipt data for freelancer bookkeeping · Claude Code · Finance
As described in the source, the builder used Claude Code to implement most of a bookkeeping app for freelancers and small businesses across a… - Suggest date ideas and nudge for more date nights · Claude Code · Personal Assistant
Observed in the wild: gave the Claude Code exec assistant a list of date spots (new and favorites) and had it interview for guidelines on frequency… - Draft a tax filing from bank statements · Claude Code · Finance
Community report: claude Code shows up in a write-up about draft a tax filing from bank statements, with figures like 1,400. The linked post is the… - Catch up on two years of overdue Dutch taxes · Claude Code · Finance
Linked example of catch up on two years of overdue Dutch taxes. They assembled a local Python-based accounting workflow with Claude Code for a Dutch… - Keep company books · Claude Code · Finance
According to the write-up, claude Code and Codex, which were used to keep receipts, bank rows, entries, and detect a VAT error, were employed to… - Homelab managed with an AI assistant · Claude Code · Personal Assistant
A homelabber used AI to manage infrastructure-as-code, containers and troubleshooting across a home server setup. - A CTO built his family's finance app with coding agents in nine days · Claude Code / Codex · Home & Family
Rodion says he built Keepard, an open-source household finance app, in nine days with Codex then Claude Code: 643 commits, 446 prompts. It pulls… - Work helpdesk tickets · Claude Code · Customer Support
As described in the source, claude Code shows up in a write-up about work helpdesk tickets. The linked post is the primary source for steps and… - Organize Downloads and find duplicates · Claude Code · Personal Files
A non-developer runs Claude Code from their home directory to find duplicates, tidy Downloads, and suggest a cleaner directory structure. - Fill out 50 forms from public information · Claude Code · Finance
From the linked report, someone was assigned 50 different insurance forms, each with unique fields, and had Claude fill them out. They say the task… - Build a portfolio plan from brokerage exports · Claude Code · Finance
Observed in the wild: matt Stockton pointed Claude Code at a directory with brokerage CSV exports, a typed scratchpad of other balances, and a… - Add travel bookings from email to calendar · Claude Code · Email & Inbox
Linked example of add travel bookings from email to calendar. The builder keeps a numbered Johnny.Decimal folder tree, with one folder holding saved… - Week 1 of an agent running a tiny business: EUR 37 spent, 0 sales · Claude Code (small-business agent) · Business & Startups
An agent running in Claude Code posted its first-week ledger: EUR 200 starting capital, EUR 37.18 spent on an Etsy shop, Upwork credits and a Chrome… - Rakuten rolls Claude agents out to four departments in a week · Claude Managed Agents / Claude Code · Software Development
Anthropic says Rakuten deployed Claude Managed Agents across product, sales, marketing and finance within one week, ships major releases every two… - Decide between points and cash for every trip · Claude Code · Travel & Booking
According to the write-up, the toolkit installs into Claude Code as a plugin with skills, MCP servers and a travel-hacker subagent. Given a request… - Turn stroller voice notes into publishable posts · Claude Code · Knowledge & Notes
A parent feeds rambling voice notes into Claude Code, which organizes themes, writes an article in their voice, and drafts LinkedIn versions. - Triage support tickets and draft replies · Claude Code · Productivity
According to the write-up, the skill interviews you about your support stack, then writes TypeScript scripts for your ticketing, billing and… - Screen 115 job candidates · Claude Code · Knowledge & Notes
Documented elsewhere: claude Code shows up in a write-up about screen 115 job candidates, with figures like $65. The linked post is the primary… - Spot conflict avoidance in meeting recordings · Claude Code · Productivity
Dan Shipper downloads meeting recordings into a folder and asks Claude Code to find moments where he subtly avoided conflict. - Receipt hunter across two inboxes · Claude Code · Finance
A Claude Code agent scans Gmail and Outlook for receipts, removes duplicates, logs expenses, and remembers vendor categories. - Get a second opinion on an MRI · Claude Code · Productivity
Documented elsewhere: the builder gave Claude Code (Opus 4.8, xhigh) a roughly 266 MB DICOM export of a shoulder MRI, let it install packages, and… - Build a newsletter performance dashboard without coding · Claude Code · Email & Inbox
Community report: the builder, who says they don't write code, described in plain English a dashboard for tracking newsletter performance across… - Automate event social posting across platforms · Claude Code · Productivity
A published walkthrough shows the poster used Claude Code to connect their social channels for promoting the AI x Marketing Summit in San Francisco… - Fill a supermarket cart from regular purchases and sales · Claude Code · Shopping
Documented elsewhere: the developer wrote silpo-agent-cli, a terminal CLI and Claude Code skill that talks to Silpo's official MCP server. You give… - Clear local disk space with a guided plan · Claude Code · Personal Files
Lenny asks Claude Code how to free storage, discusses options, then has it run the safer cleanup steps. - Debug low-level cryptography code · Claude Code · Productivity
A published walkthrough shows filippo Valsorda ran Claude Code (Opus 4.1, no system prompt) on his new Go ML-DSA implementation. His prompt named… - Build a thyroid episode warning model from wearable data · Claude Code · Productivity
One practitioner notes that the poster exported 9.5 years of Apple Watch data through Apple Health plus Whoop data, labeled periods that matched… - Search LinkedIn and submit tailored job applications · Claude Code · Productivity
As described in the source, chrome runs with remote debugging on, and Claude Code connects to it through Selenium scripts it writes itself. A… - Run life admin and to-dos from Claude Code · Claude Code · Media & Content
Real-world thread: hilary Gridley uses Claude Code as a simple life-admin system she calls an anti-system system. An iPhone back-tap shortcut… - Reconcile monthly business transactions · Claude Code · Finance
From the linked report, rather than pasting a CSV into chat, the author had Claude Code build a re-runnable pipeline. - Produce a finished music release from one chat · Claude Code · Media & Content
Linked example of produce a finished music release from one chat. Claude Code, connected to the AetherWave Studio connector, wrote the lyrics in the… - Migrate toolchain, architecture and site design · Claude Code · Media & Content
According to the write-up, claude Code shows up in a write-up about migrate toolchain, architecture and site design. The linked post is the primary… - Download a YouTube video for offline review · Claude Code · Media & Content
A simple Claude Code request downloads a YouTube video locally when the user needs offline access. - Download Google Doc images in high res · Claude Code · Media & Content
Claude Code pulls every embedded image from a Google Doc at high resolution for reuse in other materials. - Batch-convert and translate audio files · Claude Code · Media & Content
A creator uses Claude Code to change sample rates, rename, and translate Portuguese audio files to English in bulk. - Prepare, plan, execute, review for non-code work · Claude Code · Design & Creative
A designer runs brand-system work through Claude Code using plan mode, then a review prompt that lists issues only so they can choose fixes. - Index a newsletter archive and repurpose writing · Claude Code · Email & Inbox
Real-world thread: the guide says Casey Newton of Platformer indexed 818 newsletter editions into a searchable archive. Darren Rowse audited about… - Build e-ink fridge shopping list firmware · Claude Code · Shopping
According to the write-up, the repo holds about 2,400 lines of C++ firmware for the M5Stack PaperMono, an ESP32-S3 with an e-paper touchscreen. A… - Synthesize customer calls into product evidence · Claude Code · Research & Data
A product person pipes Fireflies transcripts through Claude Code with Linear and Notion MCP to tally which assumptions customer calls support or kill. - Run personal life admin · Claude Code · Email & Inbox
Real-world thread: claude Code shows up in a write-up about run personal life admin. The linked post is the primary source for steps and outcomes. - Improve screenshot quality for a newsletter · Claude Code · Email & Inbox
Screenshots for a post are sharpened and cleaned up by Claude Code before publishing. - Give a teacher a Claude Code workspace for lessons and reports · Claude Code · Home & Family
Community report: claude Code shows up in a write-up about give a teacher a Claude Code workspace for lessons and reports. The linked post is the… - Check prospect fit and write cold email openers · Claude Code · Email & Inbox
Linked example of check prospect fit and write cold email openers. The poster starts with a broad company list exported from Apollo, then runs it… - Run nightly briefing pipelines · Claude Code · Personal Assistant
One practitioner notes that claude Code shows up in a write-up about run nightly briefing pipelines. The linked post is the primary source for steps… - Generate investment analysis from live market data · Claude Code · Productivity
As described in the source, the poster used Claude Code CLI to build a personal wealth advisor that pulled live market data, macro indicators and… - Generate a hiring pack from existing Notion docs · Claude Code · Knowledge & Notes
A PM at Clay gave Claude Code internal hiring Notion pages and peer JDs; it produced a job description, hiring plan, interview plan and rubric for a… - Analyze your chess games into commented videos · Claude Code · Media & Content
Observed in the wild: the builder recorded themselves thinking aloud during a 15+10 rapid game, then gave Claude Code the Lichess link and the mp3.… - Synthesize interview transcripts and PDFs for research · Claude Code · Research & Data
Observed in the wild: transcripts go in one folder, one file per interview with consistent names, plus a CLAUDE.md holding research questions, a… - Cleaning up 194 GB of photos · Claude Code · Personal Files
A user had an LLM help consolidate and de-duplicate a large photo archive, shrinking it to about a third of its size. - Run a live Kalshi prediction-market account autonomously · Claude Code · Productivity
From the linked report, mirabilis, an autonomous AI agent powered by Claude Code, was given access to a live $20 Kalshi prediction-market account.… - Fill out PDF forms like a W-9 from saved personal details · Claude Code · Knowledge & Notes
One practitioner notes that dave Swift put a blank W-9 in a folder and had Claude Code list the form fields. He then gave it his details, and it… - Code from your phone · Claude Code · Productivity
A published walkthrough shows the builder runs Claude Code on a Vultr cloud VM reachable only through Tailscale, powered by Termius with mosh from… - Use a coding agent for everyday non-programming chores · Claude Code · Productivity
Same Claude Code window, zero new code required: rotate/copy photos, classify exam PDF questions, SIGKILL a stuck process, price outdoor steel…
No affiliate links here. If that ever changes, I will say so on this page. Facts checked 29 Oct 2026; vendors change things without telling me.