Pinned Tweet
I put a lot of heart into my technical writing, I hope it's useful to you all. 📌 Here's a pinned thread of everything I've written. (much of this will be posted on the Claude blog soon as well)
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Replying to @TIME
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if you showed Claude Code to a 2015 l6 engineer at Facebook they would spontaneously combust
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Claude Code is All You Need When I first joined Anthropic I was surprised to learn that lots of the team used Claude Code as a general agent, not just for code. I’ve since become a convert! I use Claude Code to help me with almost all the work I do now, here’s how:
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Claude Code can now ask you interactive questions when it needs more information or when there are multiple paths forward.
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Use Claude Code as your Video Editor Believe it or not, every video you see below was vibe coded by Claude Code. 🧵 here’s how you can do it too:
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The Claude Code SDK is now the Claude Agent SDK Why? Because we realized the Claude Code agent harness is useful for much more than coding. In fact, we're moving to using it to power most of our own agent loops at Anthropic.
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We also shipped a ton of new Claude Code features today, including: - checkpointing - a new VSCode extension - tab to think - a new mascot, we call him Clawd 🦀
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stripe CTO, instagram CPO
🚨 Anthropic has a new CTO: Rahul Patil, the former CTO of Stripe. Patil started at the company earlier this week, taking over from co-founder Sam McCandlish, who will move to a new role as Chief Architect. Read more in @TechCrunch from @russellbrandom
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We've released a new frontend-design plugin for Claude Code. Here's Claude's output for: "use the frontend design skill. Create a music player app."
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I joined Anthropic last week! It’s obvious to me that we’re bottlenecked not by model capabilities, but by creativity and understanding. I’ll be building demos and prototypes that highlight new capabilities and share what we learn about building using these models at Anthropic. Excited to build with the best team and the best models.
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The Claude Code SDK now supports custom tools and hooks directly in code. Additionally, we’ve refreshed all our docs with complete references and 10 new guides on how to utilize the SDK.
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Making an Email Agent using the Claude Code SDK If I wasn’t at Anthropic, I would be making agents using the Claude Code SDK. But doing > talking. So I’m building in public and open sourcing a local email agent. This is part one on agentic search.
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We're having our first Claude Code Office Hours this Thursday @ 3pm PDT! Live streamed here on X from this account. On the agenda: - Talking subagents & announcing new subagent features with @sidbid! - Building an open source email agent using the Claude Code SDK
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Coding models go through chaotic eras (no clear best model, tradeoffs everywhere) and stable eras (a X.5 Sonnet model is the best in the world) Glad to once again enter an era of stability. Welcome to the world, Sonnet 4.5.
Introducing Claude Sonnet 4.5—the best coding model in the world. It's the strongest model for building complex agents. It's the best model at using computers. And it shows substantial gains on tests of reasoning and math.
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once again thinking about AI Grant - batch 1
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Agentic coding is a skill that scales with your technical knowledge. The best engineers I know are way better than me at using Claude Code too.
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We launched a sandbox within Claude Code that allows you to define exactly which directories and network hosts your agent can access. Type /sandbox to enable it.
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Daisy's tip for getting Sonnet 4.5 to run for 6-8 hours overnight: use hooks She puts adds hooks for linting & testing to make sure that Claude runs the tests and prompts it to not stop until they pass. Daisy's setup is coming soon as a plugin!
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Your Agent should use a File System This is a hill I will die on. Every agent can use a file system. The file system is an elegant way of representing state that your agent could read into context & allowing it to verify its work. 🧵on why and examples
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Skills allow you to extend Claude Code in new ways using pre-packaged instructions and code. For example, add the docx skill to let Claude Code create word documents. I think skills make Claude Code even better as a general purpose agent, I'm excited to see how you use them!
Claude can now use Skills. Skills are packaged instructions that teach Claude your way of working.
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this seems very cool but not how I think about agents an agent should be able to be given tools and decide what to do itself, including spinning off subagents, like Claude Code these look more like AI powered workflows, like Zapier with LLMs
the rumor is openai drops “agent builder” tomorrow and wow, if that's true thats a BIG DEAL for the 12 months, people have been stitching together tools like n8n, zapier, make, vapi, and claude workflows to simulate autonomy. it worked but it was duct tape. now IMAGINE that entire stack, native to openai, with one-click access to MCP, chatkit widgets, and every model they’ve trained (no API chaos. no patchwork. one smooth canvas) this is what happens when ai moves from tool to infrastructure. before: you needed 10 tabs, 5 plugins, and a weekend to build an agent. after: you’ll drag a few blocks, add logic, hit “publish,” and deploy a production-ready workflow. what app store did for software, agent builder COULD do for intelligence. it’s the beginning of the “no-code ai economy,” where building an autonomous agent is as simple as building a notion template. developers get leverage. non-technical founders get superpowers. businesses get workflows that run 24/7 without ops teams. openai might launch the app store for intelligence tomorrow. the DOWNSTREAM effects: - zapier and n8n lose their monopoly on automation - claude and perplexity become upstream research assistants for agent networks - indie agents replace indie apps – data becomes the new code tomorrow's dev day should be INTERESTING.
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Why even non-coding agents need bash I've done dozens of calls with companies making general agents over the past few weeks and my advice generally boils down to: "use the bash tool more" Here's a concrete example from my email agent:
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The code is now available here! github.com/anthropics/claude… Of course it's very much still in development, next week we'll add features like drafting emails & taking action
Making an Email Agent using the Claude Code SDK If I wasn’t at Anthropic, I would be making agents using the Claude Code SDK. But doing > talking. So I’m building in public and open sourcing a local email agent. This is part one on agentic search.
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one of the best ways to make Claude Code a general agent- browserbase's plugin makes it so Claude can actually use your browser (with your cookies) and take actions using language
I've been using Claude Code completely wrong. I gave it a custom skill and Browser CLI tools and letting it do work for me. It can open pages, click buttons, fill in forms all from your authenticated browser. Just published it to the marketplace, install it in 2 commands.
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We built a Deep Research demo for the Claude Agent SDK! It's one our most requested use cases: spawn multiple AI agents to research a topic in parallel, then synthesize their findings into a report. 🧵 on how it works:
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nightmare blunt rotation
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We're bringing back Claude Code Office Hours! It's this Thursday @ 10am-11am PT. Live streamed here on X from this account. What should we talk about? (poll below)
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Claude Code Weekly Round Up This week we made subagents resumable, added a Plan subagent, introduced prompt based stop hooks, fixed several high priority bugs & much more across the CLI, web and SDK. We're also replacing output styles with with more powerful alternatives:
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Founders who use Claude Code and think "distribution is the only thing that matters" have it backwards. Claude will fix bugs, unblock you, help you iterate. But the product matters even more now. You need to sweat the details. Care about the craft. Slop doesn't win.
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"code generation is all you need" believers eating good today
New on the Anthropic Engineering blog: tips on how to build more efficient agents that handle more tools while using fewer tokens. Code execution with the Model Context Protocol (MCP): anthropic.com/engineering/co…
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typing in prompts in Claude Code should feel snappier now, happy vibecoding this weekend
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Free startup idea: use the Claude Code SDK to build something that helps non technical people debug their computers
Claude Code is scary good... not just for coding My Finder kept freezing after it grew to 8GB in size. I had no idea why. Restarting did not help. Turning off Spotlight indexing didn't help. So I turned to Claude Code... and ~10 iterations+30 minutes later it found the issue:
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Claude Code Weekly Round Up A big week for shipping! Besides Haiku 4.5, we added support for Claude Skills, gave Claude a new tool for asking interactive questions, added an ‘Explore’ subagent, auto-background long running tasks and fixed several bugs.
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Claude Code Weekly Round Up This week besides plugins we also shipped MCP server toggling, reduced the system prompt, made faster tool calling and smoother rendering, Ctrl+G to edit prompts in your text editor, and better env variable handling in the permission system.
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Next week is Claude Code SDK week! I'll be sharing how to use the SDK to make any sort of agent. Look out for some example repos and videos, maybe even a livestream... Claude Code is all you need.
Replying to @alexalbert__
also claude code sdk is criminally underrated and it might be cool to do a cookbook or something for it. i think biggest issue is just lack of resources beyond the docs, which are good, but needs more "how to" material. imo the most underrated piece of software in the world rn.
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How we prototype using Claude Code Prototyping used to be so time-consuming that you could only afford to make 1 or 2. Claude Code changed that, now we build dozens of prototypes for a single feature Here's how we rebuilt the todo list, with the actual prompts included:
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really proud of the entire team for chasing this down and being transparent about it Claude Code is operating at a scale never seen before and that means bugs on an entirely new scale if you experienced any degradations before I'd suggest you try it again, should be cruising
Replying to @claudeai
In our investigation, we uncovered three separate bugs. They were partly overlapping, making diagnosis even trickier. We've now resolved all three bugs and written a technical report on what happened, which you can find here: anthropic.com/engineering/a-…
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✨ New AI Interfaces powered by Interpretability I'm excited to share LatentLit, the result of my applied AI research fellowship with @GoodfireAI Mechanistic interpretability isn’t just important for AI safety, it also gives us new ways to steer and interact with LLMs.
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I see a lot of overwrought memory systems for agents. Just use the file system instead. Agents already know how to use it—you get grep, tail, ls, etc. for free. No complex embeddings needed.
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If you're a max user you get $1000 worth of credits to try Claude Code on the web! I would try kicking off long running, compute heavy tasks like starting new features or prototypes on the web and then teleport to the CLI to finish it off and test it.
We're giving Pro and Max users free usage credits for Claude Code on the web. Since launching, your feedback has been invaluable for improving Claude Code. We’re temporarily adding free usage so you can more flexibly experiment with the product.
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If I were making a startup today, I would look at what Claude Code power users are doing and then use the Claude Code SDK to turn it into an app that anyone can use without a terminal (docs.anthropic.com/en/docs/c…) I hope someone steals my video editor idea below...
Use Claude Code as your Video Editor Believe it or not, every video you see below was vibe coded by Claude Code. 🧵 here’s how you can do it too:
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Replying to @DaveOshry
Honestly, I appreciate how chill everyone is being given that I am actively trying to burn down the entire world.
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You can now add prompt-based stop hooks to Claude Code. Prompt hooks are great for encouraging Claude to work for longer periods of time, doing clean up work like removing extra files, writing tests or keeping track of what work is being done.
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Replying to @mcneiilly
I'm sorry but it actually looks like this
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🫸 STOP COMPACTING, use /clear the biggest difference I see between how the Claude Code team uses CC and the broader community how often they run into compacts instead of keeping long running chats open across multiple tasks, when you finish a task use /clear & start again
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underused Claude Code feature: type "#" to quickly add something to the Claude MD
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keep thinking isn't just a brand slogan, it's also a product vision if your end goal was to completely replace human cognition you wouldn't build your coding AI in the terminal
GOOD MORNING NEW YORK CITY COME DO YOUR BEST THINKING AT OUR THINKING SPACE IN THE WEST VILLAGE SAY NO TO SLOP
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"The only way this will happen is if God truly wills it."
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Cat is reinventing how to be a PM in the age of agentic coding, so lucky to have a front row seat to it
"Our best features come from engineers prototyping an idea, shipping it to dogfood, and just listening to feedback." Here's my new episode with @_catwu (Claude Code product lead) where she shared exactly how her AI-native team operates: ✅ Engineers own features end-to-end ✅ Designers commit production code ✅ Demos over Google docs ✅ Rapid feedback loops every 10 minutes Cat also shared her 3 best Claude Code tips and what's next for the product. 📌 Watch now: piped.video/jmHBMtpR36M
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One of my favorite ways to use the Claude Code SDK is to create little helper scripts to use Claude in more places. Here are the three that I use most: claude-bash, claude-commit and claude-grep
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Claude Code Weekly Roundup This week we shipped Claude Code Web & /sandbox, added support for plugins & skills into the Claude Agent SDK and updated some of our UI for permissions and planning.
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Steal my setup You can just chat with Claude Code to make your own setup, but you can find some of my files here: claudeMD: gist.github.com/ThariqS/2c35… /journal: gist.github.com/ThariqS/ae5d… /todo: gist.github.com/ThariqS/25d5…
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Using Skills with the Claude Agent SDK How do you use skills to build agents? Here's an example demo I've built using one of our premade skills to make an excel demo agent.
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Claude Code Weekly Roundup This week we rolled out a new promo for free credits on Claude Code on the web along with beautiful diffs and support for skills. In the CLI we improved fuzzy search, did a slew of bug fixes & improved triggering for interactive questions.
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type of guy who believes in AGI 2027 but doesn’t want New York to have a socialist mayor
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a mini ship tonight, we got rid of the borders on the input box to make it easier to copy and paste text into it
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Here’s, my setup: I use Mac OSX and run Claude Code in my home directory (~). I have a Claude.MD that tells it how to access important directories in my folder. I have different folders for memory, journals, ideas, code, to dos, memes, and scripts.
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shipping will continue until (safe) AGI arrives
Introducing Claude Code on the web. You can now delegate coding tasks to Claude without opening your terminal.
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someone said grep instead of Agentic Search and I had to kick them out of SF
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claude code is a video game- addictive, easy to learn, hard to master, "just one more turn"
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🧵How do you host an agent? We recently added skills to Claude.ai,which require the agent to have a file system & run bash commands How did we do it? Every agent is in a sandboxed container. You can do the same for your agents on the Claude Agent SDK:
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We've added the ability to use plugins in the Claude Agent SDK. This allows you to bring the same extension points from Claude Code like subagents & skills into your agent. For example, this is how you can use our document skills to create docx, ppt and xlsx files
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This is completely spot on, Claude Code as a general agent is a window into the future.
I have been struggling for months to explain why I think Claude Code is a BIG deal for non-technical people as well. Finally seem to have found a framing that might make sense..
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hearing from customers that switching to the Claude Agent SDK is cutting their costs significantly compared to their in-house harness (up to 80%!), usually thanks to prompt caching
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If you're looking to make an agent that uses the bash tool, Cloudflare just put out a great tutorial on hosting the Claude Agent SDK with their sandboxes
Why even non-coding agents need bash I've done dozens of calls with companies making general agents over the past few weeks and my advice generally boils down to: "use the bash tool more" Here's a concrete example from my email agent:
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The easiest way to prototype a general agent is to use Claude Code. Write some scripts to access your APIs, write a custom Claude MD, then prompt Claude Code with some queries. Does it work? Use the Claude Agent SDK to productionize it.
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a picture with my cofounders at our final team offsite we’d just decided to shut down the company and return money to investors but hadn’t told the team yet. we wanted to savor this last bit of time with them also a great hair day
can yall pls tell me the lore behind your profile pictures
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Like this tweet to get a reminder when we go live. (probably) (it may just be me DMing you, idk if I can automate this)
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More companies should do this. We’ve seen people onboard onto the Claude Code codebase within 1-2 days using Claude Code instead of weeks previously. The rate of learning of junior engineers and interns is much higher.
I heard that Shopify and Cloudflare are both increasing their intern intake this year because an intern armed with AI tools can produce value a whole lot faster than interns in previous years Any other companies doing this?
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This is the first feature I've shipped to Claude Code and a lot of love went into it, I hope you enjoy!
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🧵 Making Proactive Agents with Code Generation Last week we shared about how you can use code generation to compose tools. But code generation can also give your agents new capabilities- like proactively acting on your behalf.
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another quick but impactful UX ship if you navigate to your message history by pressing ↑ while writing your prompt, you don't lose your work get back to it just by pressing ↓ again
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Come hangout and talk about subagents with us nitter.app/i/broadcasts/1YqGoovlA…
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if you're in the new YC batch and thinking of making making an agent, I think you should use the Claude Code SDK to do it DM me and we can find some time to chat (I live 5 minutes from the office)
We’re at a fascinating point where there’s a decent thesis for starting new companies from the ground up purely to take full advantage of the leverage you get from AI agents. So much about your typical practices have to be re-engineered to get the greatest output from agents. If you don’t almost completely start your process from scratch you’ll likely cap out early in the gains you can get. We’re seeing this first in the use of AI coding agents, where the workflow becomes far more about clarity of spec writing and prompting than actually writing code. Now the job is far more about the upfront thinking of what you want to build and getting that right, and then reviewing and orchestrating the outputs. This then presents an opportunity not only for new startups that emerge that will build their products in this new way to outrun larger companies, but equally opens up opportunities for new services firms to emerge to bring this engineering leverage to larger customers. The same will be true in almost all other fields. One could imagine new forms of consulting companies focused on getting more output per project, new law firms that can take on far more clients, brand new marketing agencies that can do campaigns entirely faster, and so on. Eventually bigger companies will figure out how to get these gains as well, but for now there’s a clear window for many new firms to emerge that can operate by default in these new ways.
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1. turn your problem into a code generation problem 2. ask Claude to write code to solve it 3. profit
As always Simon is a good way to understand these sort of things, but I think I also increasingly expect shape of "LLM interacts with computers on your behalf" to mean "It writes ~disposable code" versus "It clicks buttons on a web interface, poorly, like Selenium but slower."
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most normal terminal.shop customer
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in order to remain on the frontier of capabilities you basically have to throw out all your AI code every 6 months and build it from scratch
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you can 100% make game asset animations using video models rn
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The UI videos are all powered by Remotion (remotion.dev)- a library for creating videos using React. And Claude Code is great at writing code for Remotion!
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Claude Code Office Hours nitter.app/i/broadcasts/1vOxwdBqR…
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the bash tool is all you need
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Our accountant just informed me that someone texting me "did 30 hours a week" is not an "invoice" and that me replying "got it bruh" is not an "acknowledgement of receipt"
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Claude Code Office Hours, tomorrow! Live on this X account. See below to vote on questions & get a calendar link.
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Tank, Healer, DPS
Can y’all even name the 3 branches of government?
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haiku 3.5 scored 40% on SWEbench haiku 4.5 scores 72%
Introducing Claude Haiku 4.5: our latest small model. Five months ago, Claude Sonnet 4 was state-of-the-art. Today, Haiku 4.5 matches its coding performance at one-third the cost and more than twice the speed.
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Replying to @iannuttall
Thanks for bringing this up, wanted to address this directly! We don't degrade model performance to better serve demand. The models do sometimes act in surprising ways though and I'd love to DM to understand if you're experiencing an ongoing performance issue. Not diagnosing here, but can sometimes performance changes can be related to changes in prompting or evolving codebases.
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We're doing some updates on the docs for Claude Code and the Claude Code SDK, any requests?
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Claude agentically searching my inbox for people who are important to me is the cutest thing ever (quick preview of a demo I'm launching tomorrow)
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Underrated reason for starting a company: a way to make friends in your late 20's
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To get started add our marketplace in Claude Code: /plugin marketplace add anthropics/claude-code and then install the plugin: /plugin install frontend-design@claude-code-plugins
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Tired: Conflict resolution meetings Wired:
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Claude Code works because it assume you know how to code- it lives in the terminal. I wish more AI tools would do the same. Image gen tools that assume you're a good artist, writing tools that assume you're good at writing. Not just prompt -> output.
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Daily struggle 😪
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We launched SWE-Bench Pro last month to incredible feedback, and we’ve now updated the leaderboard with the latest models and no cost caps. SoTA models now break 40% pass rate. Congrats to @Anthropic for sweeping the top spots! 🥇Claude 4.5 Sonnet 🥈Claude 4 Sonnet 🥉Claude 4.5 Haiku
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Why? In Claude Code Everything is a File, and it knows how to use your computer like you do. Name your files well, and CC will be able to search them like you would. This lets you make custom setups for memory, todos, journals, screenshots and more.
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The most important rule of Star Wars is that there are only nerd robots and jock robots. No robot can say full sentences AND hold a gun, and that's the only reason why humans still exist.
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I'm just gonna brag on our engineering team a bit We've built - a web GL engine for pixel art - a character generator for pixel art characters - a pic-crew like portrait creator - a world organization system like Notion - a character sheet creator And it runs in-browser, 60 FPS
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Replying to @WendyCarlosa
ngl you lost me
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