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How Anthropic teams use Claude Code

Anthropic's internal teams are transforming their workflows with Claude Code, enabling developers and non-technical staff to tackle complex projects, automate tasks, and bridge skill gaps that previously limited their productivity. To learn more, we spoke with the following teams: Data infrastructure Product development Security engineering Inference Data science and visualization Product engineering Growth marketing Product design Reinforcement learning (RL) engineering Legal Throug

Topics: claude code team time use

Qwen3-Coder: Agentic coding in the world

GITHUB HUGGING FACE MODELSCOPE DISCORD Today, we’re announcing Qwen3-Coder, our most agentic code model to date. Qwen3-Coder is available in multiple sizes, but we’re excited to introduce its most powerful variant first: Qwen3-Coder-480B-A35B-Instruct — a 480B-parameter Mixture-of-Experts model with 35B active parameters which supports the context length of 256K tokens natively and 1M tokens with extrapolation methods, offering exceptional performance in both coding and agentic tasks. Qwen3-Cod

Qwen3-Coder: Agentic Coding in the World

GITHUB HUGGING FACE MODELSCOPE DISCORD Today, we’re announcing Qwen3-Coder, our most agentic code model to date. Qwen3-Coder is available in multiple sizes, but we’re excited to introduce its most powerful variant first: Qwen3-Coder-480B-A35B-Instruct — a 480B-parameter Mixture-of-Experts model with 35B active parameters which supports the context length of 256K tokens natively and 1M tokens with extrapolation methods, offering exceptional performance in both coding and agentic tasks. Qwen3-Cod

Nobody knows how to build with AI yet

Last week I released Protocollie. Built in 4 days with languages I don’t know, without even directly touching the code. People keep asking “how?” but I’m not entirely sure it’ll work the same way twice. We’re all making this up as we go. The Great Experiment Nobody's Running the Same Way There's this moment in every new technology where everyone pretends they know what they're doing. We're past that moment. Or maybe we haven't reached it yet. Either way, we're in this delicious middle ground

Ccusage: A CLI tool for analyzing Claude Code usage from local JSONL files

ccusage Analyze your Claude Code token usage and costs from local JSONL files — incredibly fast and informative! Installation Quick Start (Recommended) Thanks to ccusage's incredibly small bundle size ( ), you can run it directly without installation: # Using bunx (recommended for speed) bunx ccusage # Using npx npx ccusage@latest # Using deno (with security flags) deno run -E -R= $HOME /.claude/projects/ -S=homedir -N= ' raw.githubusercontent.com:443 ' npm:ccusage@latest 💡 Tip: We recomme

My experience with Claude Code after two weeks of adventures

My Experience With Claude Code After 2 Weeks of Adventures 17 Jul, 2025 Hatching... Cursor Shenanigans Cursor, my beloved, started rate limiting shenanigans a few days back. For a good 2 weeks after June 16, 2025, we had almost infinite API request access. I had a lot of code-related work around this time as I was working on Gumroad bounties plus my AI engineering/LLM eval-related consulting work. Apart from just codegen, I also use these tools to onboard/understand codebases faster and just

My experience with Claude Code after 2 weeks of adventures

My Experience With Claude Code After 2 Weeks of Adventures 17 Jul, 2025 Hatching... Cursor Shenanigans Cursor, my beloved, started rate limiting shenanigans a few days back. For a good 2 weeks after June 16, 2025, we had almost infinite API request access. I had a lot of code-related work around this time as I was working on Gumroad bounties plus my AI engineering/LLM eval-related consulting work. Apart from just codegen, I also use these tools to onboard/understand codebases faster and just

My Experience with Claude Code After 2 Weeks of Adventures

My Experience With Claude Code After 2 Weeks of Adventures 17 Jul, 2025 Hatching... Cursor Shenanigans Cursor, my beloved, started rate limiting shenanigans a few days back. For a good 2 weeks after June 16, 2025, we had almost infinite API request access. I had a lot of code-related work around this time as I was working on Gumroad bounties plus my AI engineering/LLM eval-related consulting work. Apart from just codegen, I also use these tools to onboard/understand codebases faster and just

The New Intern on Wall Street Is an AI, and It’s Already Taking Jobs

The transformation underway in finance should give pause to anyone who still thinks artificial intelligence is a distant threat. On July 15, Wall Street met its most overqualified and tireless intern. AI safety and research company Anthropic, a chief rival to OpenAI, unveiled its new “Financial Analysis Solution,” an enhanced version of its Claude AI assistant designed to take over the research, modeling, and compliance grunt work that finance teams typically rely on junior analysts to perform.

Claude Code's new tool is all about maximizing ROI in your organization - how to try it

Anthropic / Elyse Betters Picaro / ZDNET Anthropic has distinguished itself from industry competitors for two major reasons: user privacy and coding capabilities. In particular, it's Claude Code's solution -- which allows users to run the coding assistant directly in their workspace to write or manage code -- that has attracted an exponential number of users. It's now a highly requested feature. Also: Anthropic's Claude dives into financial analysis. Here's what's new On Tuesday, Anthropic la

Claude Code revenue jumps 5.5x as Anthropic launches analytics dashboard

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Anthropic announced today it is rolling out a comprehensive analytics dashboard for its Claude Code AI programming assistant, addressing one of the most pressing concerns for enterprise technology leaders: understanding whether their investments in AI coding tools are actually paying off. The new dashboard will provide engineering managers

Claude for Financial Services

Today, we're introducing a comprehensive solution for financial analysis that transforms how finance professionals analyze markets, conduct research, and make investment decisions with Claude. The Financial Analysis Solution unifies your financial data—from market feeds to internal data stored in platforms like Databricks and Snowflake—into a single interface. Access your critical data sources with direct hyperlinks to source materials for instant verification, all in one platform with expanded

Ask HN: What's Your Useful Local LLM Stack?

What I’m asking HN: What does your actually useful local LLM stack look like? I’m looking for something that provides you with real value — not just a sexy demo. --- After a recent internet outage, I realized I need a local LLM setup as a backup — not just for experimentation and fun. My daily (remote) LLM stack: - Claude Max ($100/mo): My go-to for pair programming. Heavy user of both the Claude web and desktop clients. - Windsurf Pro ($15/mo): Love the multi-line autocomplete and how it

Anthropic launches finance-specific Claude with built-in data connectors, higher limits and prompt libraries

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now As some regulated enterprises cautiously expand their use of AI, platform and model makers are starting to offer bespoke versions to specific industries. Anthropic is making its first step into that direction with the new Claude for Financial Services, essentially a special version of its Claude for Enterprise tier, that could soothe some

Claude AI now integrates with Canva

Anthropic's Claude can now create and edit designs with visual studio Canva from within an AI chat. This integration is powered by a Canva server that uses Anthropic's Model Context Protocol, or MCP. Claude can use Canvas's tools to generate a design or search for materials within a user's Canva workspace. This functionality requires a paid subscription to Claude, and access also varies based on the user's Canva plan. Multiple artificial intelligence platforms have started using MCP to connect

Anthropic signs a $200mm deal with the Department of Defense

The U.S. Department of Defense (DOD), through its Chief Digital and Artificial Intelligence Office (CDAO), has awarded Anthropic a two-year prototype other transaction agreement with a $200 million ceiling. As part of the agreement, Anthropic will prototype frontier AI capabilities that advance U.S. national security. "This award opens a new chapter in Anthropic’s commitment to supporting U.S. national security, which is where our earliest federal deployments began more than a year ago,” said T

Anthropic's AI agent can now automate Canva, Asana, Figma and more - here's how it works

CFOTO / Contributor/Getty Claude just gained a little more autonomy. Anthropic, the AI start-up behind Claude, announced Monday that the system can now directly interact with and pull information from a directory of third-party apps and websites, including Stripe, Figma, Prisma, Canva, Asana, and others. The idea is to save users time that would ordinarily be spent transferring information from Claude's outputs into one of those external services, and vice versa. Also: Claude might be my new

Anthropic’s Claude chatbot can now make and edit your Canva designs

Canva users can now create, edit, and manage their designs by describing their requirements to Anthropic’s Claude AI. The connection is the latest of several integrations that allow Claude users to access third-party tools and services, including Figma, Notion, Stripe, and Prisma, without having to leave their conversation with the AI chatbot. Starting today, Claude users will be able to use natural language prompts to complete design tasks in their linked Canva account, such as creating presen

Topics: ai canva claude mcp users

Switching to Claude Code and VSCode Inside Docker

Last night I finished a transition from my old AI coding setup I've been using for a while to running Claude Code in Docker using VSCode's "Dev Container" feature. In this post I lay out a few of my thoughts on why I wanted to switch to something in the first place, and also a short guide for those who want to do the same. If you are here just for the guide + code (a tiny single file), here it is: https://github.com/tim-sha256/claude-in-docker 🥺 Important note! I'm not a professional vibe

Claude can now connect to learning apps like Canvas, Panopto and Wiley

At the start of April, Anthropic released Learning mode, a feature that changed how Claude would interact with users. With the tool enabled, the chatbot would attempt to guide students to a solution rather than providing them with an answer outright. The release of Learning mode and Claude for Education was the start of a major push by Anthropic to work with universities and colleges globally. Today, the company is upgrading Claude for Education with the addition of integrations to three popula

Claude might be my new favorite AI tool for Android - here's why

Anthropic / Elyse Betters Picaro / ZDNET I've run the gamut of apps on Android, including those created to serve as an AI assistant or answer machine (not to be mistaken for the old-school answering machine). It seems every take on mobile AI has yet to satisfy me. Nevertheless, I continue searching for the one app that has exactly what I need. I think I've found it, and its name is Claude. Also: What happened when Anthropic's Claude AI ran a small shop for a month (spoiler: it got weird) Cla

Context is a native macOS app that was almost entirely written by AI

Like many image and video AI tools, which have (mostly) stopped creating people with six fingers, AI coding tools have also been making great strides. Case in point: developer Indragie Karunaratne just shipped Context, a native macOS app that was 95% built by Anthropic’s Claude Code. Anthropic has been standing out in AI-assisted development For the better part of the last year, Anthropic has pulled away from the pack when it comes to how good its Claude models are at generating code (to be fa

Building a Mac app with Claude code

I recently shipped Context, a native macOS app for debugging MCP servers. The goal was to build a useful developer tool that feels at home on the platform, powered by Apple's SwiftUI framework. I've been building software for the Mac since 2008, but this time was different: Context was almost 100% built by Claude Code1. There is still skill and iteration involved in helping Claude build software, but of the 20,000 lines of code in this project, I estimate that I wrote less than 1,000 lines by ha

Livestream Replay: Beginner Advice for Claude, a ChatGPT Alternative

Hello WIRED subscribers! Thank you to everyone who attended our most recent AI Unlocked livestream Q&A session, Chatbot Basics: Beginner Advice For Claude, a ChatGPT Alternative. Staff writer Reece Rogers and senior correspondent Kylie Robison provided an overview of Anthropic’s Claude chatbot, one of the most-used alternatives to OpenAI’s ChatGPT and popular with AI insiders. They also answered audience questions about all kinds of topics, such as the main differences between Claude and ChatGPT

Mandelbrot in x86 Assembly by Claude

Mandelbrot in x86 assembly by Claude. Inspired by a tweet asking if Claude knew x86 assembly, I decided to run a bit of an experiment. I prompted Claude Sonnet 4: Write me an ascii art mandelbrot fractal generator in x86 assembly And got back code that looked... like assembly code I guess? So I copied some jargon out of that response and asked: I have some code written for x86-64 assembly using NASM syntax, targeting Linux (using system calls for output). How can I run that on my Mac? That

Building a Personal AI Factory

Building a Personal AI Factory (July 2025 snapshot) Published: July 1, 2025 Overview I keep several claude code windows open, each on its own git-worktree. o3 and sonnet 4 create plans, sonnet 3.7 or sonnet 4 execute the plan, and o3 checks the results against the original ask. Any issues found are fed back into the plan template and the code is regenerated. The factory improves itself. Read on to see what might be useful for you. Guiding Principle – Fix Inputs, Not Outputs When something

Claude Code now supports hooks

Customize and extend Claude Code’s behavior by registering shell commands Claude Code hooks are user-defined shell commands that execute at various points in Claude Code’s lifecycle. Hooks provide deterministic control over Claude Code’s behavior, ensuring certain actions always happen rather than relying on the LLM to choose to run them. Example use cases include: Notifications : Customize how you get notified when Claude Code is awaiting your input or permission to run something. : Customi

Claude Code now supports Hooks

Customize and extend Claude Code’s behavior by registering shell commands Claude Code hooks are user-defined shell commands that execute at various points in Claude Code’s lifecycle. Hooks provide deterministic control over Claude Code’s behavior, ensuring certain actions always happen rather than relying on the LLM to choose to run them. Example use cases include: Notifications : Customize how you get notified when Claude Code is awaiting your input or permission to run something. : Customi

From chatbots to collaborators: How AI agents are reshaping enterprise work

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Scott White still marvels at how quickly artificial intelligence has transformed from a novelty into a true work partner. Just over a year ago, the product lead for Claude AI at Anthropic watched as early AI coding tools could barely complete a single line of code. Today, he’s building production-ready software features himself — despite n