We need to be honest: The "Chatbot" interface is getting old. For the last two years, we’ve been stuck in a loop. You type a prompt, wait for the cursor to blink, get a wall of text, realize it missed a requirement, copy-paste the error back in, and repeat. It’s not "Artificial Intelligence"—it’s Artificial Babysitting. Artificial Babysitting But the leaks coming out of Anthropic this week suggest that the era of the "Chatbot" is officially ending. Anthropic is quietly testing a new "Tasks" Mode for Claude, and it fundamentally changes how we interact with LLMs. It’s no longer about talking to the machine. It’s about assigning work to it. "Tasks" Mode talking assigning work If you’ve been waiting for the "Agentic Future" we were promised, this is the UI update that actually delivers it. The Leak: 5 New Modes to Rule Them All According to reports from TestingCatalog, Anthropic is testing a dedicated "Agent Mode" toggle that replaces the standard chat window with a structured dashboard. TestingCatalog Instead of a blank "How can I help you?" box, you are greeted with five distinct workflows: Research: A deep-dive mode where you can toggle between "Web" or "Peer-Reviewed" sources. You set the effort level, and Claude goes off to synthesize a report. No more hallucinated citations (hopefully).
Analyze: A data-crunching mode for validation, comparison, and forecasting. You upload the CSV, set the depth, and get the insights.
Write: A structured drafting mode for documents, slides, or spreadsheets.
Build: This is the big one for us devs. It’s a visual mode for generating code or interactive artifacts, allowing you to select themes and layouts before a single line of code is written.
Do More: A catch-all for custom workflows. Research: A deep-dive mode where you can toggle between "Web" or "Peer-Reviewed" sources. You set the effort level, and Claude goes off to synthesize a report. No more hallucinated citations (hopefully). Research: Analyze: A data-crunching mode for validation, comparison, and forecasting. You upload the CSV, set the depth, and get the insights. Analyze: Write: A structured drafting mode for documents, slides, or spreadsheets. Write: Build: This is the big one for us devs. It’s a visual mode for generating code or interactive artifacts, allowing you to select themes and layouts before a single line of code is written. Build: Do More: A catch-all for custom workflows. Do More: The "Project Manager" Sidebar The most critical update isn't the modes; it's the Sidebar. Sidebar In the leaked screenshots, there is a persistent Progress Tracker on the right side. Progress Tracker It breaks your vague prompt ("Build me a landing page") into atomic tasks.
It checks them off as it goes.
It lists the Context (files, docs, memories) it is currently using. It breaks your vague prompt ("Build me a landing page") into atomic tasks. It checks them off as it goes. It lists the Context (files, docs, memories) it is currently using. Context This solves the biggest problem with ChatGPT and current Claude: Loss of State. We’ve all had a session go on too long until the model forgets the very first constraint we gave it. By visualising the "Task Queue," Anthropic is giving Claude a long-term memory we can actually see. Loss of State. Why This Matters: The Shift from "Thinking" to "Doing" We are witnessing the transition from LLMs (Large Language Models) to LAMs (Large Action Models). LLMs LAMs Google is rumored to be working on "Jarvis." OpenAI is working on "Operator." But Anthropic seems to be the first to put a usable User Interface on it. User Interface For developers, this changes the game. The Old Way (Chat Mode): The Old Way (Chat Mode): You: "Write a Python script to scrape this site."
Claude: "Here is the code."
You: (Copy code, run in terminal, get error).
You: "It failed with Error 403."
Claude: "Try adding headers..." You: "Write a Python script to scrape this site." Claude: "Here is the code." You: (Copy code, run in terminal, get error). You: "It failed with Error 403." Claude: "Try adding headers..." The New Way (Tasks Mode): The New Way (Tasks Mode): You: "Build a scraper for this site. Here are the requirements."
Claude (Sidebar):
[x] Analyze site structure
[x] Write scraper script
[x] Test headers for 403 errors
[x] Output final JSON
Claude: "Done. Here is the data." You: "Build a scraper for this site. Here are the requirements." Claude (Sidebar): [x] Analyze site structure [x] Write scraper script [x] Test headers for 403 errors [x] Output final JSON Claude: "Done. Here is the data." The friction of execution is being offloaded to the AI. execution The Risks: Giving "Sudo" Access to a Hallucination Of course, this is terrifying. If you’ve used Anthropic’s "Computer Use" API (where Claude actually moves your mouse), you know it’s prone to hilarious failures. It might get stuck in a loop clicking a pop-up ad, or accidentally delete a file because it "thought" it was cleaning up. In Tasks Mode, if we stop verifying the intermediate steps, we risk "Compound Hallucination." If Step 1 is slightly wrong, Step 5 will be catastrophic. The "Progress Tracker" sidebar gives us a false sense of security. Just because the AI checked the box doesn't mean it did the job well. Conclusion: Stop Prompting, Start Delegating The skill set for 2026 isn't "Prompt Engineering." It's Task Engineering. Task Engineering. You won't need to know the perfect magic words to get a good poem. You will need to know how to break a complex system into atomic, verifiable tasks that an Agent can execute without burning your house down. Claude’s new Tasks mode is just a UI update, but it’s a signal: The days of the lonely text box are numbered. Get ready to become a Manager. 5 Takeaways for Developers: Chat is Dead: The future interface is structured workflows, not open-ended conversation.
State Management: The new "Sidebar" solves the context-loss problem by visualizing the agent's memory.
The "Build" Mode: Expect this to compete directly with tools like Replit and V0 for UI generation.
Verification > Creation: Your job is shifting from writing code to reviewing the "Plan" the agent generates.
Early Access: Keep an eye on your Claude settings; Anthropic usually rolls these A/B tests out randomly. Chat is Dead: The future interface is structured workflows, not open-ended conversation. Chat is Dead: State Management: The new "Sidebar" solves the context-loss problem by visualizing the agent's memory. State Management: The "Build" Mode: Expect this to compete directly with tools like Replit and V0 for UI generation. The "Build" Mode: Verification > Creation: Your job is shifting from writing code to reviewing the "Plan" the agent generates. Verification > Creation: Early Access: Keep an eye on your Claude settings; Anthropic usually rolls these A/B tests out randomly. Early Access: Liked this breakdown? Smash that clap button and follow me for more leaks from the Agentic AI revolution. Liked this breakdown? Smash that clap button and follow me for more leaks from the Agentic AI revolution.

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RIP Chatbots: Why Claude’s New 'Tasks' Mode is the Agent We’ve Been Waiting For

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