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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 258 sightings of Claude Code. Its most common jobs: Sales & Marketing (65), Software Development (38), Productivity (30).
- Vendor
- Anthropic
- Official site
- code.claude.com
- Sightings here
- 258 cases
- Pricing
- Most surfaces need a Claude subscription or an Anthropic Console account. See site for current plans. pricing source
Sales & Marketing · 65 Software Development · 38 Productivity · 30 Customer Support · 30 Research & Data · 16 Knowledge & Notes · 13 DevOps & Infra · 12 Finance · 10
Head to head
Cases (258)
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… - A contractor's personal Claude Code agent allegedly ran inside a secure Pentagon system for two months · Claude Code · Software Development
WIRED reports, citing sources, that an Accenture contractor connected a secure Department of Defense system to their personal Claude Code account… - 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. - Claude Code's 3-word status line reportedly burns 15 to 20% of tokens · Claude Code · Software Development
A GitHub gist says Claude Code sends each background agent's full transcript to the model about every 30 seconds just to write a three-to-five word… - 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… - n8n turns natural language into workflow automations with Claude · Claude Code · Sales & Marketing
Read more n8n empowers technical teams to build, orchestrate, and deploy reliable AI workflows and agents, combining the speed of a visual builder… - Zapier builds an AI-first remote culture with Claude Enterprise · Claude Code · Sales & Marketing
Key results: 89% AI adoption across all employees —highest in the company’s history 800+ AI agents deployed internally, exceeding their employee… - Zapia powers local commerce for millions across Latin America with Claude and Google Cloud · Claude Code · Customer Support
By using Claude on Google Cloud, Zapia: Grew by 2.5 million users in their first year Generated over 90% positive user feedback Handles hundreds of… - Workato connects enterprise AI agents to business systems with Claude · Claude Code · Customer Support
Workato customers built 800+ MCP servers in 8 months. This enables organizations to deploy trusted AI agents that transform operations across their… - Vambe powers conversational commerce across Latin America with Claude · Claude Code · Sales & Marketing
Vambe boosts conversion rates 40-60% for 1,500+ businesses. It plans more carefully, sustains agentic tasks for longer, and features a 1M token… - Triple Whale drives business growth with Claude · Claude Code · Sales & Marketing
Triple Whale reduces reporting time by over 70%. “Our founders faced these challenges running a brand firsthand, and, since our origin, believed AI… - Supermetrics lets marketers manage ad campaigns from a conversation with Claude · Claude Code · Sales & Marketing
Supermetrics builds the infrastructure behind that answer, for more than 200,000 businesses. “Dashboards are fixed: they answer the questions their… - Stripe deploys Claude Code to 1,370 engineers with zero-configuration enterprise rollout · Claude Code · Sales & Marketing
Stripe rolled out Claude Code to 1,370 engineers. Read more How enterprises are building AI agents in 2026 New research from 500+ technical leaders… - Spotify cuts migration time by 90% with Claude Agent SDK · Claude Code · Sales & Marketing
Spotify cut code migration time up to 90%. Read the case study to see how they build on the Claude Agent SDK. Spotify , the world’s most popular… - Reversia translates e-commerce stores across 110+ languages with Claude · Claude Code · Sales & Marketing
Reversia’s first version used a conventional machine translation engine, and the same problems applied: the output was overly literal, and the… - Pendo closes the gap between shipping fast and shipping well with Claude Managed Agents · Claude Code · Customer Support
Pendo Qa — Read the case study to see how they build with Claude Managed Agents. Pendo’s agent hits a 90% success rate on PM-reviewed tasks. So if… - Pelanor delivers instant cloud cost insights with Claude · Claude Code · Sales & Marketing
Turning cost data into conversational insights Pelanor built their platform to make Claude an expert in each customer’s specific cloud environment.… - Office Hours: Asynchronous coding and the end of the IDE with Spotify · Claude Code · Software Development
Spotify Boris Office Hours — Spotify VP of Engineering Niklas Gustavsson joins Boris Cherny on running agents across 20M+ lines of code. Boris… - OffDeal powers every stage of M&A advisory with one Claude-based agent · Claude Code · Sales & Marketing
Offdeal — Read the case study to see how they build on the Claude Agent SDK. OffDeal lifted eval accuracy from 25% to 85%. By pairing bankers with… - Mintlify ships 3x faster automating developer documentation with Claude · Claude Code · Customer Support
Mintlify , a developer documentation platform serving companies like Coinbase, HubSpot, and Perplexity, uses Claude to power an AI assistant that… - Medgate accelerates healthcare innovation with Claude Code · Claude Code · Customer Support
Working with OWT —a Swisscom company and Switzerland’s leading technology consultancy—Medgate deployed Claude Code in a three-month pilot with four… - Legora helps lawyers work more efficiently with Claude · Claude Code · Software Development
Legora uses Claude throughout their platform to power assistant tools, document review, and intelligent workflows. Legora scored 18% higher on its… - League cuts product development cycle times in half with Claude · Claude Code · Sales & Marketing
League cut product development cycle times in half, from idea through pull request. With Claude, League: Cut product development cycle times in… - Juno helps people with chronic illness find patterns in their symptoms with Claude · Claude Code · Customer Support
Juno — Created voice and text agents with access to roughly 50 tools, for tasks like medication tracking and calendar management. With Claude, Juno… - How the Garvan Institute is changing the way it does science with Claude · Claude Code · Sales & Marketing
Garvan Institute Qa — MacArthur: Our team is working with Anthropic, as well as researchers and engineers at the Murdoch Children’s Research… - How a philanthropy veteran built an AI fundraising tool for nonprofits with Claude Code · Claude Code · Sales & Marketing
Kindora , co-founded by Justin Steele, uses Claude to build AI-powered prospecting that evaluates funder fit the way a program officer would… - How Syracuse University deployed Claude to every student, faculty member, and staff · Claude Code · Software Development
Syracuse University hit 80-90% weekly active Claude usage. At a time when many institutions are still debating whether to adopt AI at all, Syracuse… - How Shortcut uses Opus 4.6 to tackle complex spreadsheet work for enterprises · Claude Code · Sales & Marketing
Shortcut serves 100,000+ users across 1,000+ companies. It plans more carefully, sustains agentic tasks for longer, and features a 1M token context… - How Pressmaster turns a 10-minute conversation into a content strategy · Claude Code · Sales & Marketing
Pressmaster cut content production time 90%+. Pressmaster.ai was built around a different bet: that the valuable part was never the writing itself… - How Notability built a study tool that improves with every Claude release · Claude Code · Sales & Marketing
Notability Learn, the app’s AI study layer, uses Claude to turn a student’s own notes into flashcards, quizzes, and summaries. User reports have… - How Miro’s champions run their week with Claude Cowork · Claude Code · Sales & Marketing
Miro Qa — Claude Code’s learning curve is steeper, and the terminal is intimidating, so what I initially automated mostly stayed locked to me. Miro… - How Delivery Hero’s agent merges 100+ pull requests a day with Claude · Claude Code · Customer Support
Delivery Hero’s agent merges 100+ pull requests a day. When Delivery Hero centralized its developer platform, it needed a way to give thousands of… - How CircleCI built a code validation agent with Claude · Claude Code · Sales & Marketing
The result is CircleCI’s autonomous AI agent Chunk , built with Claude, which identifies and resolves CI/CD-related maintenance issues with minimal… - How Blank Metal, a lean professional services firm, runs on Claude Cowork · Claude Code · Sales & Marketing
Blank Metal Qa — We spoke with Elli Rader, Chief Revenue Officer, about how the team uses Claude Cowork and Claude Code to handle business… - Gradial scales enterprise marketing execution with Claude Opus 4.7 · Claude Code · Customer Support
Gradial — Its AI agents handle workflow execution including content authoring, asset tagging, governance, QA, and AI search optimization. Gradial… - Gambit Robotics builds a real-time sous-chef with Claude · Claude Code · Customer Support
Gambit Robotics uses Claude to power an AI kitchen device that guides home cooks through any recipe in real time, combining camera, thermal sensors… - From Plain English to Passing Tests: Momentic on Microsoft Foundry with Claude · Claude Code · Software Development
Momentic Foundry Models — AI coding assistants generate code faster than teams can verify. Locator, assertion, visual, and extraction agents call… - Freedom Forever automates permit workflows with Claude · Claude Code · Sales & Marketing
Freedom Forever , the largest residential solar installer in the United States, handles the full lifecycle of solar installation—from sales and… - Fountain accelerates frontline workforce hiring and management with Claude · Claude Code · Customer Support
Fountain cut manual screening effort 50%. “Our goal was to automate tedious tasks that were too nuanced for rules-based systems, such as evaluating… - Elation Health delivers faster clinical insights with Claude · Claude Code · Sales & Marketing
Elation Health cut time to first chart insight 61%. With Claude, Elation Health: Reduced median time to first insight by 61% for chart review… - Doctolib accelerates developer productivity with Claude Code · Claude Code · Customer Support
Doctolib migrated legacy testing in hours instead of weeks. Read the case study to see how they use Claude Code. After a pilot with 30 engineers… - Cyera scales agentic AI across 1,500 employees with Claude Enterprise · Claude Code · Customer Support
Cyera reached 88% weekly active usage across 1,500 employees. It discovers and classifies data everywhere it lives, and knows which AI agents and… - Cyera on making Claude Cowork the front door to 40 tools · Claude Code · Customer Support
Cyera Qa — Cyera runs 1,000+ events a year through agents and grew signups from 105 to 400+ in a day. Q&A | Claude Cowork Cyera on making Claude… - CodeWords enables non-technical users to build workflow automations with Claude · Claude Code · Customer Support
Cody, powered by a context-intelligent Claude, is able to self-improve through continuous learning as it orchestrates new workflows and generates… - CodeRabbit revolutionizes code review with Claude · Claude Code · Customer Support
With Claude, CodeRabbit: Delivers 86% faster code delivery, from days to hours Reduces code review issues by over 60% Reports 70% implementation… - Classmethod accelerates development velocity with Claude Code · Claude Code · Sales & Marketing
Classmethod — “Claude Code handles GitHub ISSUES-based implementation and test descriptions,” they said, supporting their full technology stack… - Bolt builds autonomous design system agent on the Claude Agent SDK · Claude Code · Sales & Marketing
Bolt — Read the case study to see how they build on the Claude Agent SDK. Built by StackBlitz and powered by the Claude Agent SDK, Bolt’s newest… - Advantage Solutions gives frontline managers 70,000 hours back with Claude · Claude Code · Sales & Marketing
Advantage Solutions — One member of the retail merchandising team built a store-routing model in Claude Code that is now starting to appear in… - A conversation with Cursor on building coding agents for professional developers · Claude Code · Sales & Marketing
Cursor Qa — Read more “We started working on Cursor at the end of 2022, and the premise was that eventually all of software was going to flow… - 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… - monday Service + LangSmith: Building a Code-First Evaluation Strategy from Day 1 · Claude Code · Customer Support
Learn how monday Service developed an eval-driven development framework for their customer-facing service agents. Case Studies LangSmith monday… - Wordsmith uses Claude to transform legal operations from 4-day bottlenecks to 4-minute workflows · Claude Code · Sales & Marketing
“Not all AI is created equally when you’re a lawyer and you care about the output,” explained Ross McNairn, CEO of Wordsmith. Wordsmith turns 4-day… - Why Syracuse University gave Claude to 30,000 students, faculty, and staff · Claude Code · Sales & Marketing
Syracuse University deployed Claude to 30,000 students and staff. Q&A | Claude Enterprise Why Syracuse University gave Claude to 30,000 students… - Warp rebuilds the terminal for AI coding with Claude · Claude Code · Sales & Marketing
Warp’s terminal has run 10M Claude Code sessions for 800K developers. Grounded in an open-source terminal with over 60k GitHub stars, developers… - Vibecode accelerates mobile app development with Claude · Claude Code · Sales & Marketing
Vibecode users build production apps from their phone for $100. Case study | Claude Platform Vibecode accelerates mobile app development with Claude…
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.