Claude AI shifts from chatbot to co-worker as users discover hidden features that transform work

I stopped treating Claude like a chatbot, and it became my best co-worker

Most people think getting better AI results is all about writing smarter prompts. I used to think the same thing. But after spending months working with Claude, I realized the biggest difference was not the prompts; it was the relationship. The moment I stopped treating Claude like a chatbot and started treating it more like a co-worker, the quality of responses changed dramatically. Conversations became more useful, ideas became sharper, and the entire experience felt more collaborative. Claude stopped acting like a tool that simply responds to commands and started behaving more like someone helping me think through problems, decisions, and complex tasks in real time. Using Claude as a chatbot is like driving a Ferrari in first gear You are barely scratching the surface of Claude's engine Most people treat Claude like a high-tech Google search. They drop a single question, skim the response, and move on. That is the chatbot mentality, and it is a massive waste of potential. It's like buying a Ferrari just to drive it in first gear around a parking lot. Sure, it works, but you are barely scratching the surface of what that engine can do. When you use Claude for quick, one-off answers, you get generic, surface-level outputs. You miss out on its deep reasoning, its ability to analyze massive context, and its knack for grasping subtle tone. It isn't just a text generator; it is a highly capable processing engine. If you are stuck in the habit of drive-by prompting, you are forcing a brilliant system to act dumb. To unlock the real power under the hood, you have to stop asking for quick answers and start delegating real work. Claude Code's real power comes from the tweaks nobody wants to talk about Claude Code gets better when you stop chasing flashy workflows and start tightening the boring setup details. Posts 5 By Jeff Butts I started using it as a collaborator and felt the real magic Deeper context unlocked a whole new level of usefulness The real change happened when I stopped treating Claude like a question-answer machine and started treating it like someone working alongside me. Instead of asking random one-line questions, I began giving it proper context, goals, and follow-up feedback. That is when things started getting surprisingly good. For example, instead of asking, "Plan a trip for me," I would explain my budget, travel style, places I enjoy, how much driving I was comfortable with, and what kind of experience I wanted. The results became far more thoughtful and personalized. I noticed the same thing with problem-solving and decision-making. Claude became much more useful when I asked it to compare options, challenge my thinking, or point out flaws in my plan. It stopped giving generic internet-style answers and started acting more like a second brain. The biggest difference was the back-and-forth. I would refine ideas, give feedback, and continue the conversation instead of starting over. That collaborative approach unlocked a completely different level of usefulness. My 4-step "Claude to co-worker" process My simple system for getting smarter output from Claude To get these results, I had to completely change how I set up my chats. I started treating Claude like a new team member I was onboarding. Here is the exact four-step framework I now use for every project: * Give it proper onboarding: I stopped expecting Claude to read my mind. Now, I kick off projects by pasting examples of my past work, defining my target audience, and listing my style preferences. You wouldn't hire an employee and just say, "Go do work" without training; AI needs that baseline context too. * Assign clear responsibilities: I give Claude a highly specific job title for the task. I'll tell it, "Today, your job is to be a critical UX reviewer," or "Act as my technical research assistant." Nailing down a role instantly cuts out the generic fluff. * Use iterative feedback: When a draft isn't perfect, I don't start over. I give directional notes just like a manager would. I'll tell it to "reduce the corporate tone," "make paragraph two more opinionated," or "make this sound like a sharp tweet." * Maintain long-running threads: I stopped hitting the "new chat" button every hour. I keep entire projects inside a single conversation. The longer I work with Claude in the same thread, the better it retains context and learns exactly how I think. I connected Claude with these 5 apps, and it's productivity on steroids Smarter workflows, fewer clicks, faster output Posts 7 By Yash Patel Claude became a better thinking partner, and made me one too The biggest surprise wasn't just that I saved time, but that Claude actually seemed to get smarter. When you treat it like a basic chatbot, you get basic answers. But when I started treating it like a colleague, its ability to reason and solve problems was completely unlocked. Subscribe for practical frameworks to make AI a coworker Get the newsletter for hands-on playbooks, onboarding templates, and exact prompts that show how to turn AI into a true teammate. Subscribing gives concrete examples, role-based scripts, and iterative feedback templates to apply the 'AI-as-coworker' method. Get Updates By subscribing, you agree to receive newsletter and marketing emails, and accept our Terms of Use and Privacy Policy. You can unsubscribe anytime. By giving Claude the space to slow down, think step-by-step, and question its own logic before answering, the quality of its insights went through the roof. It stopped giving generic, robotic fluff and started delivering deep, highly useful ideas. This shift ended up helping me, too. To get those great answers, I had to be much clearer about my own goals and logic. But the real win was seeing how much better Claude performs. When you give it the right environment to work with you, its capacity to think alongside you reaches a whole new level. Claude OS Windows, macOS Individual pricing Free plan available; $17/month Pro plan Group pricing $100/month per person for the Max plan Claude is an AI assistant and LLM developed by Anthropic. See at Claude Expand Collapse

I added Claude Code's memory to my workflows, and my automation became effortless

Anurag is an experienced journalist and author who's been covering tech for the past 5 years, with a focus on Windows, Android, and Apple. He's written for sites like Android Police, Neowin, Dexerto, and MakeTechEasier. Anurag's always pumped about tech and loves getting his hands on the latest gadgets. When he's not procrastinating, you'll probably find him catching the newest movies in theaters or scrolling through Twitter from his bed. Anthropic has now built persistent memory into Claude Code. It works in two ways. First, there's Auto Memory, where Claude automatically saves useful project context, patterns, and preferences. Second, there's the CLAUDE.md file, which stores project instructions and context that get loaded into future sessions. While persistent memory helps Claude Code execute tasks better and in a more personalized way, I found that it can also improve automation workflows. Most AI-powered automations start by introducing who you are, what your project is, what you're working on, and what you care about. Then they do it again and again and again. Once you add Claude Code's persistent memory to the mix, those workflows become far more personal because the AI already understands much of the context. Claude Code is powerful, but this one setting made it far more useful for real projects First thing you should change in Claude Code. Posts By Parth Shah Claude Code somehow fits into automation workflows But it's not the usual implementation The obvious way to add Claude to an automation workflow is through the API. For example, an n8n workflow collects data, sends it to Anthropic, gets a response back, and continues to the next step. The problem is that the API only gives you access to the model. It does not give the workflow access to Claude Code's memory or other project-specific information. If you want the AI to follow a certain format, understand a project, or remember specific preferences, you have to include those instructions in the prompt every time. However, as workflows become more sophisticated, the prompts become larger and harder to maintain. Half the workflow ends up being dedicated to providing context instead of solving the actual task. The best way is to let your automation layer execute the Claude Code CLI inside a specific project directory. Claude Code then loads the same project context it would during a normal session, including CLAUDE.md, Auto Memory, project files, settings, skills, hooks, and repository structure. For example, an n8n workflow built around an RSS feed would now pass articles through Claude Code CLI before generating an output. On the surface, that doesn't look very different from a traditional AI-powered workflow. Under the hood, however, Claude Code works with far more context than a standard API call. Instead of relying entirely on the prompt provided by the workflow, it can draw from project instructions, memory, settings, and other context already available within the project. Imagine a research workflow that collects articles, PDFs, and bookmarked links related to a specific topic. A traditional API-based workflow would need to explain the project on every run. With Claude Code, much of the information can live inside the project itself. The automation only needs to pass the new information into the workflow. Context is the missing layer in most automations Your automations are so much better once context is sorted The most obvious use case is anything tied to a code repository. Let's say you run a workflow that watches GitHub commits, issues, or pull requests. A traditional API-based automation can summarize what's changed, but it has no understanding of the project itself beyond what you include in the prompt. Claude Code is different because it can see the repository, project instructions, and accumulated context. Instead of simply reporting that a file changed, it can explain why the change matters, whether it conflicts with existing patterns, and what parts of the codebase might be affected. Another interesting use case is documentation. I have seen most teams are terrible at keeping documentation updated because nobody wants to do it manually. With Claude Code sitting inside the workflow, you can trigger documentation updates whenever significant code changes are merged. Since Claude already has access to the repository and project context, it doesn't have to guess what a feature does from a commit message. It can inspect the actual implementation, compare it against existing documentation, and generate updates that are far more useful than a generic AI summary. Deals Score Software & AI Deals to Power Your Dev Workflows Explore discounts on AI subscriptions, developer tools, and automation software -- save on cloud credits, CI/CD platforms, monitoring tools, and collaboration apps that streamline coding, deployment, and documentation workflows. Find offers on integrations, observability services, and knowledge-base tools that reduce repetitive prompts and speed up project context management. Deals Explore Software, AI & Subscriptions Deals I also like the idea of using it for homelab and self-hosting projects. Imagine a workflow that monitors Docker containers, server logs, or uptime alerts. A normal automation can tell you that a service crashed. Claude Code can go a step further because it already understands the environment it is running in. If your project contains deployment scripts, infrastructure documentation, and operational notes, Claude can use that context when analyzing incidents. Instead of saying "Plex is down," it can tell you which machine hosts it, what dependencies might be involved, and whether similar failures have happened before. Memory isn't the only answer You can also setup an MCP Claude Code's persistent memory is one way to reduce the amount of context your automations need, but it isn't the only option. Another increasingly popular approach is the Model Context Protocol, better known as MCP. Instead of storing information inside Claude Code, MCP allows Claude to access external sources of information whenever it needs them. While Claude Code memory is useful for storing recurring instructions and project context, MCP comes in handy when the information changes frequently. Rather than remembering the contents of your documentation, task tracker, or knowledge base, Claude can simply fetch the latest version directly from the source. If your workflow relies on tools like GitHub, Notion, Obsidian, Linear, or PostgreSQL, MCP makes more sense than trying to store that information as memory. Claude OS Windows, macOS Individual pricing Free plan available; $17/month Pro plan Claude is an AI assistant and LLM developed by Anthropic. See at Claude Expand Collapse I set up Claude Code the way its creator does, and the difference is night and day Who better to learn from than the person who made it? Posts 18 By Mahnoor Faisal

I ignored this Claude feature for so long -- now I can't stop using Artifacts

Artifacts completely changed how I brainstorm, prototype and organize ideas For the longest time, I used Claude by only prompting the chat box and completely ignoring one of the best features hidden inside the platform. I like to keep things simple and often see new features as unnecessary. So, I'll admit that whenever I saw users talking about Claude Artifacts, it felt like one of those niche AI power-user features that looked impressive but wasn't actually useful in day-to-day life. Well, I was wrong. Once I finally started using Artifacts regularly, I realized they solve the single most frustrating flaw of the AI chatbot era, which is undoubtedly, the endless scroll. In a standard chat, conversation history disappears, my "brilliant" ideas get buried and outputs that were useable become incredibly hard to revisit. I had no idea how much Artifacts change all of that entirely. What Claude Artifacts actually are What makes Artifacts unique is that there really isn't another chatbot with anything similar. The closest equivalent would be ChatGPT Canvas with Projects and custom GPTs. In other words, Claude Artifacts is an extremely unique and useful feature. The way I see Artifacts is that, instead of dumping information into a scrolling chat window, Artifacts create an interactive workspace beside your conversation where ideas, projects, documents and even mini-apps can live independently from the chat itself. Now, I use Artifacts constantly for outlining stories, organizing research, building interactive tools, testing layouts and brainstorming article structures. Honestly, it has made me fall in love with Claude by discovering it can be a collaborative workspace on the same level as Gemini. For me, that means instead of only replying with a massive wall of plain text, Claude can generate a self-contained space to create: * Structured working documents * Interactive code projects * Data dashboards and live charts * Visual timelines and study guides * Interactive webpages and mini-apps * Editable visual layouts Another key difference between Artifacts and a typical chat, is that these outputs exist entirely separate from the chat stream. That means you can revisit them, edit them, expand them and continue iterating with Claude without losing your progress inside an endless conversation thread. The ability to edit and revisit has been a game changer, and I severely underestimated how much the ability to do that can boost productivity. The moment Artifacts clicked for me was during a chaotic brainstorming session. Normally, I use ChatGPT or Gemini to flesh out a major project, but the workflow gets messy fast. I get distracted and end up getting lost in the text and endless scrolling trying to find that one good response from twenty minutes ago. But using Claude to brainstorm changed all that. Artifacts cleaned all of that up immediately. Instead of generating disconnected, Claude started building a structured workspace that I could continuously refine. For example, I asked Claude to help map out a series of AI projects by category (home, work, school, etc). But instead of giving me a giant, unreadable block of text, Artifacts offered a much clenaer view. Artifacts are not just for developers One of the biggest misconceptions about Artifacts is that they are only useful if you're a developer. But honestly, non-technical users stand to benefit the most from this setup. Even without writing a single line of code, you can use plain language to command Claude to generate and manage your assets. For example, I created an interactive storybook. On one side are my instructions in plain English on the other side is a live look at my idea. But, I use Artifacts for so much more such as: * Story planning: Organizing complex outlines, headlines, hooks, and supporting sections without losing track of the big picture. * Research hubs: Evolving a living research document inside one persistent workspace instead of juggling multiple notes apps. * Interactive explainers: Generating visual timelines, comparison tables and side-by-side data breakdowns that are far easier to parse than text. * Quick prototyping: Describing a basic workflow tool you need (like a custom formatting template) and watching Claude build a functional mini-tool instantly. * Reusable prompt systems: Building and storing complex prompt templates inside an Artifact so you can copy them instantly for future projects. One of the most useful things is that Claude can continuously update the existing Artifact while keeping the overall structure intact. That means, whatever project you're working on, all of the information stays relevant. In fact, you can even share your Artifacts with others for collaboration. Users with access can also edit with your permission. For that reason, I have found them useful for vibe coding projects. I simply describe an idea, instantly see a working prototype and then share it. When you see it in real-time right beside your chat, the barrier to creation completely vanishes. And while the results might not always be 100% perfect, the ability to build and share immediately, has been a game changer for my workflow. Artifacts are a niche feature exclusive to Claude Getting started with Artifacts is as easy as clicking on the left sidebar and describing your ideas. The way this feature makes outputs cleaner and more organized has fundamentally changed how I refine my ideas and ultimately bring them to life. Artifacts are easily the primary reason I keep returning to Claude. And, as AI tools continue to evolve, I suspect this persistent "workspace" approach is exactly where the rest of the tech industry is heading next. But, whether or not Gemini or ChatGPT create a feature anywhere close to Artifacts, remains to be seen. Follow Tom's Guide on Google News and add us as a preferred source to get our up-to-date news, analysis, and reviews in your feeds. Subscribe to Tom's Guide on YouTube and follow us on TikTok.

I ditched NotebookLM for Claude Projects and I'm not going back

Parth, a seasoned tech writer, wields the keyboard (or pen) with finesse to unravel the intricacies of both Windows and Mac operating systems. He has covered evergreen content on mobile devices and computers for multiple publications over the last six years. You can find his work on AndroidPolice, GuidingTech and TechWiser. Whether it's demystifying system updates, deciphering error codes, or exploring hidden features, Parth's prose guides readers through the binary maze. When not immersed in tech jargon, you'll find him sipping chai, pondering the next software review, and occasionally indulging in a friendly debate about mechanical keyboards. I didn't think I would abandon NotebookLM. Ever since its introduction, it felt like magic. Like many power users, I fed it my PDFs, notes, and research documents, and let its neat summaries and famous Audio Overviews do the heavy lifting. But over the last few weeks, that magic started hitting a ceiling. When my research demanded less passive summarizing and more active execution, the cracks in the notebook format started to show. Recently, I migrated my entire research workspace into Claude Projects, and the shift was so positive that it made my old workflow obsolete. Here is why Anthropic's Projects is the power-user upgrade you didn't know you needed. 5 ways NotebookLM completely changed my workflow (for the better) Hey Siri, how did I ever survive before NotebookLM? Posts 3 By Mahnoor Faisal Claude Projects is a collaborator Don't just find information from the sources After using NotebookLM and Claude Projects side-by-side, I realized these two tools are built on different philosophies. You can think of NotebookLM as a high-end reading room. If you feed it hundreds of pages of documents, it is effective at summarizing dense text and connecting hidden dots between different files. If your only goal is to study, comprehend, and quiz yourself on your data, NotebookLM is tough to beat. But the moment you actually do something with that information, you hit a wall. That is where Claude Projects comes in. It doesn't just want to help me read my data; it wants to help me build the next iteration of it. I realized this clear difference when I set up a project for a client's jewelry business, Swami Jewels, on both platforms. I dumped the exact same background documents, product details, and notes into both tools to see how they would handle real-world tasks. So, I asked both to find the relevant earring info and make it more engaging. NotebookLM immediately struggled. It basically just repeated what I had already written in a slightly different order. Claude, on the other hand, instantly understood the assignment. It pulled the relevant earring details from the document, matched the tone of our brand, and then used its creative reasoning to write a superior, punchy copy that was ready to publish. Next, I pushed them a bit on hardware and asked for ideas to redesign our website's homepage based on our brand documents. NotebookLM did an okayish job. It gave me a generic, flat bulleted list of things I should probably include on a website. Claude completely blew it out of the water. Instead of vague advice, it mapped out the entire layout. It clearly outlined the exact sections, gave me specific header tags like H2s to use, told me what visuals should go where, and wrote out the actual copy for the hero sections. It handed me an actionable blueprint I could immediately hand over to a developer or use to start coding myself. NotebookLM is fantastic for helping you understand where you are. But when it's time to take action and create what comes next, Claude Projects is in a league of its own. Claude Projects supports third-party apps Works with Canva, Adobe, and even GitHub NotebookLM is a walled garden. It forces you to play strictly within the Google ecosystem. If you have research or project files living inside Google Drive, or you are pulling transcripts from a YouTube video, it works flawlessly. But let's be honest: real-life projects don't just happen in a Google Doc. In my day-to-day workflow, my assets are scattered across different platforms. When I'm managing a brand project or pulling together a complex research deck, my data is alive and moving. I have code repositories on GitHub, design assets and templates sitting in Canva, brand guidelines over in my Adobe account, and shared team assets across Google Drive. Subscribe for practical AI workflow and tool deep dives Join the newsletter for hands-on comparisons, actionable templates, and practical guidance on AI research-to-product workflows -- learn when to use NotebookLM, when to switch to Claude Projects, and how to stitch tools together. Get Updates By subscribing, you agree to receive newsletter and marketing emails, and accept our Terms of Use and Privacy Policy. You can unsubscribe anytime. With NotebookLM, incorporating all of this means a tedious routine of exporting, converting, and manually uploading static PDFs or text files. Claude Projects solves this by playing nice with the third-party apps I actually use. I can connect a repository to pull in documentation, feed the project pitch decks, and asset framework to ensure the copy and layout ideas Claude generates stay strictly on-brand. For real-life projects, this open ecosystem is a game-changer. Instead of wasting time translating my files into a format Google likes, I can leave my assets exactly where they belong and let Claude do the heavy lifting of bringing them together. I paired Microsoft Excel with Claude, and it beats Copilot at its own game Copilot who? Posts 1 By Mahnoor Faisal The great AI knowledge shift At the end of the day, a massive context window is only as good as what you can actually do with it. NotebookLM will always have a place for quick deep-dives and hands-off summaries, but for me, Claude Projects wins for my complex workflows. Also, I like how Claude Projects is neatly integrated into the Claude desktop app, while NotebookLM is a barebones in Gemini web, and you need to head to the main page to unlock all of its features. For me, the notebooks serve their purpose, but the project space is where the real work happens now. Claude OS Windows, macOS Individual pricing Free plan available; $17/month Pro plan Claude is an AI platform that rivals ChatGPT and Gemini. Group pricing $100/month per person for the Max plan See at Claude Expand Collapse

If you're not using Claude Projects, here's why you should start right now

When you hear about Claude's features, people are often referring to powerful features such as Claude Code and Claude Cowork. And while they definitely deserve much of the hype they're getting, one feature that's often overlooked is Claude Projects. But if you haven't tried the feature out yet, you're missing out. Some people essentially use them as organizational folders for their chats with the AI, but projects can help you do a lot more. If you're still holding out on trying the feature out, here's why you should get started right away. Claude Code's real power comes from the tweaks nobody wants to talk about Claude Code gets better when you stop chasing flashy workflows and start tightening the boring setup details. Posts 5 By Jeff Butts Context is a superpower for AI tasks They transform chats from vague to incredibly useful Whether I'm using Claude Projects or Gemini Gems, I've come to realize how important context can be when it comes to getting useful responses from AI tools. Claude Projects allow you to add instructions for the AI, but also important context that it should consider. This saves you from having to repeat yourself when discussing certain topics. For example, when I used Claude to help my plan my day, creating a project for this purpose made the whole endeavor much more efficient. The AI got a better idea of what a typical day looks like for me, so it used this as a template for my schedule. I also added instructions for it to check my Asana tasks and Google Calendar, so that I didn't have to repeat this every time I opened a chat to create a daily schedule. When I created a project on chronic kidney disease in cats, I was able to add context about my cat's disposition and habits to guide the AI. This means that it doesn't give generic advice about the questions I should ask my vet. In fact, the context of my cat's anxiety and her particular dislike of one of her medications resulted in some useful suggestions from the AI that I can run past my vet at the next appointment. Projects also allow you to ground the AI's responses in specific documents and text that you upload. When I was experimenting with Claude as a way to help visualize my taxes, I used a spreadsheet of my expenses and income, as well as text from my country's tax authority's website to guide the AI's answers. You don't need a paid plan to use the feature Claude Projects are available for free plans Unlike Claude Code and Cowork, Projects are available to all Claude users. This means that even if you're on a free plan, you can use the feature. The catch is that free users have a limit of five projects. Once you reach this limit, you need to delete or archive a project to create new ones. However, it's important to note that archiving a project may make it completely unavailable to free users. When I archived specific projects, they disappeared completely, and I couldn't access them from my chat history either. Despite this, I've found that five projects works well for my needs. I've created a project to get advice on what to ask my vet with regards to my cat's chronic kidney disease, a project for vegetarian recipes that will also be suitable for a person with diabetes, and my daily schedule project. Projects help you deal with Claude's limits The context saves you from long prompts Using Projects is actually one of the suggested ways to deal with Claude's limits. According to Claude's usage limit best practices, content in Projects is cached and doesn't count against your limits when reused. This includes the documents you upload to a project. Anthropic notes that when you reference that content, only new or uncached portions will count against your limits. According to the company, this means that you can refer to the same documents repeatedly without using up your messages as quickly when compared to a normal chat. This was the main reason why I used a project when creating visuals and tables with my tax data, especially when working with Claude during peak hours. Deals Save on AI tools and subscriptions with top software deals Discover discounts on AI subscriptions, productivity software, and cloud tools -- grab deals that lower subscription costs, bundle useful apps, and get savings on collaboration, storage, and developer tools to boost your workflows. Deals Explore Software, AI & Subscriptions Deals Since your context is included in the project instructions and uploaded documents, you also don't have to include this in your own prompts. However, it's still recommended that you keep your project instructions concise. I gave Claude Code control of my desktop for a week, and it automated things I didn't think were possible I was seriously stunned. Posts 59 By Simon Batt If you haven't tried Claude Projects, they're worth diving into Claude Projects seem simple at first, but they're more than just a way to organize your chats. Not only can you use the feature whether you're on a free or paid plan, but it actually helps you use your limits more efficiently. Meanwhile, the power of context through your instructions and uploaded files adds incredibly useful nuance to the AI's responses. I've always been impressed by Claude's responses, but when I use Projects, it's as if all of its reasoning and organizational capabilities are amplified. Claude OS Windows, macOS Individual pricing Free plan available; $17/month Pro plan Group pricing $100/month per person for the Max plan Claude is an AI assistant and LLM developed by Anthropic. See at Claude Expand Collapse

I replaced my multi-tool workflow with Claude artifacts and got faster iterations

Yadullah Abidi is a Computer Science graduate from the University of Delhi and holds a postgraduate degree in Journalism from the Asian College of Journalism, Chennai. With over a decade of experience in Windows and Linux systems, programming, PC hardware, cybersecurity, malware analysis, and gaming, he combines deep technical knowledge with strong editorial instincts. Yadullah currently writes for MakeUseOf as a Staff Writer, covering cybersecurity, gaming, and consumer tech. He formerly worked as Associate Editor at Candid.Technology and as News Editor at The Mac Observer, where he reported on everything from raging cyberattacks to the latest in Apple tech. In addition to his journalism work, Yadullah is a full-stack developer with experience in JavaScript/TypeScript, Next.js, the MERN stack, Python, C/C++, and AI/ML. Whether he's analyzing malware, reviewing hardware, or building tools on GitHub, he brings a hands-on, developer's perspective to tech journalism. If you're anything like me, your workflow looks like a cluttered desk. A text editor, a browser, a terminal window, perhaps even a second IDE, and before you know it, you're juggling half a dozen programs to get anything done. Every switch costs time, and more importantly, momentum. If you've been telling yourself that this is just the cost of doing complex work, or that specialized work requires specialized jobs, you wouldn't be entirely wrong. Except that Claude has a better way of doing this. It's one of the things I wish I knew before getting into Claude, and it might just get rid of your multi-tool workflow. Related I Connected Claude to My Work Apps -- Now I Get So Much More Done It's not just a chatbot. This AI can automate my workflow. Posts By Yasir Mahmood Claude Artifacts changed how I work What they are -- and why they feel different from normal chats If you haven't used them yet, Claude artifacts are self-contained outputs that Claude generates and renders right inside the conversation window. Instead of getting a block of code you have to copy, paste, and run somewhere else, you get a live preview, such as an HTML page, a rendered Markdown document, a working React component, a functional SVG straight in the chat. You can see it, interact with it, and iterate on it without ever leaving Claude's chat interface. It might only sound like a small thing, but for anyone working with code or documents where multiple revisions are required, especially if you're working with AI, it changes how fast the feedback loop runs. There are even different categories you can choose when creating a new artifact, such as apps and websites, games, documents and templates, productivity tools, creative projects, or just start from scratch. As soon as you pick one, Claude will ask you some follow up questions, and you're off to the races. Apart from having the advantage of seeing your output (or artifact) render instantly, the iteration cycle also becomes conversational. When working in a traditional setup, each round of changes involves manual steps. Editing a file, reloading previews, checking if something else broke in the process, and further tweaking is all extra work. The whole process has friction baked into it. With artifacts, you can describe the changes you want in plain language, and Claude updates the artifact. If a table layout looks off, an element isn't aligned how it should be, or a color scheme isn't to my liking, I can just tell Claude and watch it fix everything in real-time. The back and forth feels less like software development in the traditional sense and more like a simple conversation. Claude Developer Anthropic PBC Price model Free, subscription available See at App Store See at Google Play Store See at Claude Expand Collapse I stopped bouncing between tools Fewer tabs, fewer apps, faster iteration cycles As a direct result of using Claude artifacts, I have dropped several tools from my workflow. These include my Markdown previewers because Claude can generate and render formatted documents directly as artifacts. I don't open CodePen or a local dev server for quick HTML experiments anymore either. Just describe the component, and it appears automatically, with further adjustments being as simple as a conversation. None of these tools was bad. In fact, I used them for years before dropping them. Regardless, they were creating unnecessary context switches that interrupted my actual thinking work, and I can finally get rid of that. It's not perfect yet The limitations that still force me elsewhere sometimes Just because you can drop several tools from your workflow doesn't mean artifacts will help you replace everything. For example, if you're building production-grade software or components, you'll still need to export the code and run it through a proper development environment. You can use MCP servers with Claude to give it access to more tools, but that's an entirely different solution. Artifacts are a prototyping and ideation tool at best, not a deployment platform. There are also complexity limits here. As an artifact grows larger and becomes interconnected, it gets harder to manage through simple conversation. Regardless, for drafting, testing, and brainstorming an idea, artifacts work well enough to keep the other tools closed. Artifacts changed how I work Why integrated iteration beats fragmented tools The biggest change isn't actually about the tools I used at all. It's about how you'll approach problems in the future. When every experiment starts costing significantly less overhead, requires fewer tools, and less context switching, you'll automatically start experimenting more. You'll test more, iterate more, and settle for a better end product overall. Related 6 Reasons I Use Claude Instead of ChatGPT ChatGPT is great; don't get me wrong. But Claude is so much better. Posts By Yasir Mahmood The simple idea is that when iteration is nearly free, you try more things. You can come up with bad ideas faster, earlier, and arrive at good ones sooner. That's what faster iterations actually mean in practice. It's not just that individual steps are quicker, but you make more attempts before committing, which consistently produces better output. Subscribe to the newsletter for Claude artifact workflows Explore deeper with the newsletter: subscribe for focused coverage of Claude artifacts, concrete prompts, annotated examples, and real-world prototyping case studies. Coverage centers on how integrated artifacts reshape workflows and practical ways to experiment in-chat. Get Updates By subscribing, you agree to receive newsletter and marketing emails, and accept our Terms of Use and Privacy Policy. You can unsubscribe anytime. Replacing a multi-tool workflow with artifacts didn't just save me time. It changed the quality of what I ship, and that's the unexpected benefit I didn't see coming.

Treating Claude Code as just a coding tool is like using a Swiss Army knife to open cans

Korbin is a Linux system administrator who spends most of his time in a terminal figuring out how things actually work. Over the last decade he's written hundreds of articles about Linux configuration, troubleshooting weird problems, and using open-source tools in the real world. He also works a lot with Windows systems and networking, especially in mixed environments where things don't always behave the way the documentation says they should. Writing things down is how he makes sense of it all and hopefully saves someone else a few hours. The "Code" in Claude Code is really doing the tool a disservice. From the name, most people assume that they point it at a codebase and ask it to fix something. That's a perfectly reasonable way to use it. But I've been throwing increasingly unrelated tasks at Claude Code for weeks, and it's become clear that it can do so much more than its name suggests. I now think of it more as a context-aware terminal agent, which also happens to be great at coding. Claude Code excels at a lot of tasks for the same reason that it's so good at coding: it can read your environment, reason about what it finds, and take action. That capability extends far beyond your IDE, and if you're just using Claude Code for programming, then you're only tapping into a small portion of its potential. Claude Code's real power comes from the tweaks nobody wants to talk about Claude Code gets better when you stop chasing flashy workflows and start tightening the boring setup details. Posts 5 By Jeff Butts Summarizing and searching local files Ctrl + F only takes you so far If you've ever tried to find something specific in a folder full of PDFs, reports, or text files, you know how much time that eats up. It usually involves opening files one by one and scanning each of them for the information you're after. It's a tedious process that Claude Code renders completely unnecessary now. After pointing Claude Code at a directory, it can summarize, cross-reference, or find information across dozens of files in no time. It's one of the tool's most underrated abilities. I've used it to pull key findings from my monthly budget breakdowns and flag conflicting settings across a folder of config files. This is one task where your prompt matters a lot, though. "Summarize this" probably won't give you usable results. It's better to ask a targeted question, like "What does the report say about data retention policies?" That'll actually get you something useful, even if the relevant details are spread across a dozen different files. Untangling file organization messes The cleanup job you've been putting off for a year Most people have at least one directory that has slowly spiraled out of control. I always refer to mine as the junk drawer. It's where files go that I don't have time to sort through, or stuff I simply don't want to deal with yet. There's no consistent naming convention, zero hierarchy, and no semblance of organization. It probably would've kept growing indefinitely if I hadn't asked Claude Code to tame it for me. I've written scripts before that help me organize a directory of files, but it's not the right tool for the job on just any folder. Claude Code can use its judgment to categorize a messy pile of files. It can even read file contents to verify what they actually contain, rather than relying solely on the filename or extension. For example, should IMG_0001.jpg go with your family vacation pictures, or does it belong in the Cat Memes folder? Claude Code knows. That level of nuance isn't possible in a simple PowerShell or Bash script. Building post-install scripts from your current system Get fresh installs up and running quickly There's a whole checklist of things to do whenever you stand up a new machine. You've got packages to install (and some defaults to remove), services to enable, dotfiles to import, and firewall rules to set, among other things. It's a whole ceremony, and I always end up forgetting something, which means the new machine never quite matches my usual setup. Writing a robust post-install script from scratch would be the best solution, but it'd take a couple of hours of work, and I've never gotten around to it. I decided to have Claude Code tackle the job instead. The best part was that I didn't need to describe what I wanted; I just told Claude Code to make a script that would provision a new machine to match my current one. It examined my system to build a list of installed packages, enabled services, systemd configs, shell settings, and other customizations, then compiled all of it into a Bash script. The script includes error handling and other niceties, and the back-and-forth with Claude only took a few minutes, compared to the hours I'd have spent writing the same thing myself. Fixing the dotfiles you're scared to touch Time to get your settings in order My dotfiles have accumulated hundreds of lines of customizations over the years, and troubleshooting them has become a daunting task. There are certain sections that I copied from the internet, and it's been a few years, so I can't be sure what each line does anymore. I'd been meaning to go through my .bashrc file carefully, but it's one of those tedious tasks that I perpetually put off. Deals Score deals on AI tools, software, and subscriptions Explore discounts on productivity software, AI assistants, and developer subscriptions to streamline workflows. Browse offers for cloud storage, terminal utilities, automation tools, and workflow plugins to lock in real savings on essential tools. Deals Explore Software, AI & Subscriptions Deals Claude Code now handles all the dotfile configuration for me. It reads the files, optimizes the configuration, trims redundant lines, and adds inline comments, so I can make sense of the settings the next time I look at them. The files got leaner, but every setting I actually cared about stayed intact. There's more to Claude Code than the name implies Even though it's marketed as a coding tool, Claude Code earned its spot in my terminal because of what else it does. If you've been treating it strictly as a coding assistant, you're leaving a lot of its features on the table. Try giving it a job that has nothing to do with code, and it'll change how you see the tool. Claude OS Windows, macOS Individual pricing Free plan available; $17/month Pro plan Group pricing $100/month per person for the Max plan Claude is an AI assistant and LLM developed by Anthropic. See at Claude Expand Collapse

3 things I wish I knew before going all-in on Claude

Shimul studied pyschology as her major but never looked back at her degree once she graduated. She began her journey in college as a social media intern and eventually became a social media manager for publications like iGeeksBlog, Guiding Tech, and MySmartPrice, along with popular tech influencers like Rajiv Makhni. For the initial years of her career, she focused primarily on social media until she joined MySmartPrice, where she stepped into the world of consumer tech writing. That's where her love for writing really took off, especially when it comes to the Apple ecosystem, Android smartphones, and finding clever tips and tricks that make everyday life easier. When she's not reading or writing, you'll probably find her cooking and making sure everyone tries her delicious food. I've been using ChatGPT for a long time, but I only recently switched to a Claude Pro subscription, which costs just under $20 a month. I've now spent a couple of months with it, and I can honestly say it feels worth the price. It's one of those tools where, once it fits into your workflow, you don't really question the subscription anymore -- you just keep using it. That said, my first few days with it were far from perfect. I approached it like any other tool I was casually testing, without really understanding how to get the best out of it. And that's usually where most people miss out. If you're even slightly considering switching or adding another AI tool to your stack, there are a few things I'd strongly suggest setting up and trying early on. Otherwise, you'll probably end up doing what I did -- realizing later that you weren't really using it to its full potential in the beginning. Related This Is the Best ChatGPT Alternative, but It's Still Missing These Features Claude is better than its competitors, but some basic changes would take it to the next level. Posts By Danny Maiorca This way, Claude will start remembering you It turns all your chats into ongoing conversations One of the first things I'd recommend setting up with Claude is its ability to build memory from your chat history. It completely changes how the tool behaves over time. When this is turned on, Claude doesn't treat every chat like a blank slate. Instead, it slowly starts picking up patterns -- your tone, your recurring tasks, how you structure requests, even the kinds of work you usually come back to. So if you're using it daily for things like brainstorming ideas, digging into research, or automating workflows, it gradually stops needing full explanations every single time. For example, I often use Claude to set up repeatable automation-style prompts. At first, I had to explain everything from scratch. But after a while, once memory kicked in, it began to recognize the structure I prefer. So when I ask for something similar again, I don't have to rebuild the entire context -- it already gets the direction we were going in. It removes a lot of that repetitive back-and-forth where you keep re-explaining the same thing to an AI. To turn it on, follow these steps: Open the Claude app on your phone or desktop. Go to your profile section and open Settings. In the left-hand menu, click on Capabilities. Under the Memory section, enable Generate memory from chat history. That's basically it. Once it's on, Claude starts adapting to how you work without having to constantly remind it of the context. Naturally, there's always a bit of hesitation when it comes to privacy and data use. A safer, more practical approach is to let Claude focus solely on your work-related context, not anything personal. Turning your phone into a remote brain for your PC Send the command from anywhere, and watch your computer do the work You can actually use your phone like a remote control for your PC with Claude, and it feels a bit like sending instructions over a live connection between two devices. You're not just chatting with AI anymore. You can assign tasks from your phone and have them executed on your home computer. So if you want Claude to open an app on your PC, run a workflow, or even help someone at home quickly search for something on YouTube, you can just dispatch the request from your phone and let it handle the rest through your connected setup. Of course, this only works if your PC is turned on and the relevant apps or services are already connected to Claude. Once that's in place, your phone becomes a control panel for what's happening on your computer. Honestly, when I first came across this, I had no clue it could do something like this. And once you start using it, it becomes a natural extension of how you work across devices. To enable this feature, open the Settings tab in Claude, go to Cowork, and enable Dispatch. Related ChatGPT Is Getting Old: Try This Ultra-Smart AI Alternative Instead If you're bored with ChatGPT or want to try something new, Claude is the answer. Posts 1 By Danny Maiorca Claude can learn how you like things done Tell it once, and you can stop repeating yourself forever Using Claude well is not just about asking better questions; it is also about teaching it how you want things done. If you set up your profile properly, the entire experience becomes much smoother. Instead of giving generic, one-size-fits-all answers every time, Claude starts tailoring its responses to your preferences. Subscribe to the newsletter for smarter AI workflows Make the newsletter your go-to for practical AI setup and workflow tips -- subscribe for clear, actionable guidance on memory, dispatch/automation, and personalization that helps your tools fit your process. Get Updates By subscribing, you agree to receive newsletter and marketing emails, and accept our Terms of Use and Privacy Policy. You can unsubscribe anytime. For instance, I have added clear instructions in the settings about how I want research and explanations handled, especially keeping them short, focused, and straight to the point. Once this is set, you do not have to keep correcting or repeating yourself in every new chat. It follows your preferred style in the background, making interactions feel more consistent and far less messy. Over time, it starts feeling like you are working with someone who actually understands your way of thinking. To set it up, go to Settings in the Claude app, then open General, and add all your instructions in the Instructions tab. Claude Developer Anthropic PBC Price model Free, subscription available Claude is an advanced artificial intelligence assistant developed by Anthropic. Built on Constitutional AI principles, it excels at complex reasoning, sophisticated writing, and professional-grade coding assistance. See at App Store See at Google Play Store See at Claude Expand Collapse Once it starts getting you, there's no going back To be honest, if I had known all this when I first started using Claude, I would have set everything up much earlier and saved myself a lot of trial and error. But that is just how it goes; you figure things out as you use the tool. What matters now is that these small setups make a big difference in how smoothly everything runs. I am still refining my workflow and finding new ways to get more out of it, but even these basic changes alone have already improved the experience significantly. If you are using Claude regularly, it is worth taking a little time to set these things up properly.

I don't get why everyone's ignoring Claude's most useful feature

Mahnoor Faisal is a tech journalist covering AI and productivity tools with bylines at XDA, SlashGear, MakeUseOf, Laptop Mag, and Android Police. She's been writing professionally since she was sixteen, and has since penned hundreds of articles. This includes in-depth coverage of AI tools like NotebookLM to breaking news across the AI space. Her passion for technology started when she received her first iPod Touch (4th generation) on her 8th birthday, and she's been deep in the tech world ever since. Currently pursuing a degree in computer science, Mahnoor brings both a journalist's eye and a technical foundation to her coverage of how AI is reshaping the way we work and learn. I don't really need to begin this article with a classic introduction about why Claude is everyone and their mother's go-to AI tool. It's packed with features competitors don't have, it's constantly shipping something new (and spawning a fresh wave of "my job is in jeopardy" memes every other week), and it can be a genuine productivity powerhouse when used right. A tool is only as good as you make it, though. The onus is on you to actually learn what it can do, push past the surface-level "write me an email quickly" use cases, and figure out which features fit into the way you actually work. Given how quickly Claude (and every other AI lab) is iterating, missing a feature launch isn't exactly surprising. But interestingly, the feature I'm about to talk about isn't some buried setting or recent launch you might've missed. It's been sitting right there in the interface for a while now, and somehow it still flies under the radar for most people I talk to. The problem with how most people use Claude Yes, you're doing it too Most people head to their AI chatbot of choice, ask it a question, continue their conversation within the same chat until they're done, and start a fresh one when they move on to something else. Now, there's nothing wrong with this workflow, especially for one-off questions. If you don't want to Google what the weather is like in Dubai in December, asking an AI chatbot and moving on with your life is a perfectly reasonable use of the tool. The same goes for quick definitions, one-off emails, or generating a quick slide deck from a report you've already written. However, most of what people actually use Claude for isn't a one-off. It's the report you're writing over three weeks, the codebase you've been working on for months, the course you've been taking the entire semester. No matter what type of AI user you are, there is likely some ongoing piece of work in your life that you keep coming back to Claude for. And every single time you start a new chat for it, you're essentially starting from zero. You're re-uploading the same files, re-explaining the same context, and constantly reminding Claude of the same preferences you've already laid out a dozen times before. Claude Pro The Claude Pro plan is a paid subscription designed for high-volume users and professionals. For $20 per month (or $17 with an annual discount), it provides significantly higher usage limits compared to the free tier, reducing interruptions during complex tasks. See at Claude Expand Collapse Now, you might think -- hey, the memory feature within AI tools exists for this entire reason. And you're not wrong, until you're working on a project for work and the AI model keeps referencing the birthday party you were planning last weekend, or the recipe you asked about on Tuesday, or the fact that you mentioned once, in passing, that you're trying to learn Spanish. Memory is great in theory. In practice, it blurs everything together into one pile of context that Claude pulls from whether you want it to or not. Claude Projects lets you create dedicated workspaces for ongoing work Everything in its right place This is where Claude's Projects feature comes in. A Project is essentially a dedicated workspace for one specific thing. This could be a workspace for all the work you do for one specific client, a course you're taking, a project you're working on -- just anything that you know you're constantly going to come back to. Inside that workspace, you can upload the files Claude needs to reference, set custom instructions for how you want it to behave, and start as many chats as you want. Unlike a regular thread, chats within Projects all share the same underlying context that's only specific to what that project is about. While it can continue to browse the web and use its training data, it won't search through your other conversations in Claude and pull unrelated context from chats you've had outside the Project. What happens in the Project stays within the Project. And just as importantly, what happens outside the Project stays outside of it. When you create a Project within Claude, you'll be asked to give it a name and then describe the project and goals. You can then add instructions to tailor Claude's responses, as well as PDFs, documents, and other text that it can reference in the project. Of course, you can totally choose not to fill any of that out and just start chatting right away. Projects work perfectly fine as empty containers if all you want is a way to keep certain conversations grouped together. However, I've found that the more you put in upfront, the less you'll need to repeat yourself later (which is the entire point of Projects). A solid set of instructions and a few well-chosen files at the beginning can save you hours of context-setting. Related I started using Claude instead of these 5 apps -- and I'm not going back The stack got smaller and the work got better Posts 5 By Rob LeFebvre I have countless Claude Projects, and I've been using them for months. For instance, I have Projects created for each course I'm taking every semester, with the syllabus, lecture slides, assigned readings, and my own notes all uploaded inside. I'm also currently at the end of a semester, which always means a bunch of projects. Given that a lot of my projects are technical, I've been turning to Claude constantly. Instead of having my conversations scattered across random chats that I'd inevitably lose track of within a day, every project gets its own dedicated Project. I never have to dig through my chat history trying to remember which conversation had the version of the code that actually worked, or which one had the requirements doc Claude was referencing. It's all in one place, organized around the actual thing I'm working on. Projects are free to try (and worth it) The best part about Claude Projects is that you don't need to be subscribed to a paid Claude plan to give it a shot. While free users can only create a maximum of five projects, I think it's more than enough to get a real feel for whether the feature fits into the way you work.