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BlogArticles by John Xie

Articles by John Xie

Articles written by John Xie on the Taskade Blog.

A Taskade Genesis store dashboard where an automation creates a Stripe invoice, emails it to the customer, and records the payment
Aug 20, 202615 min read

Agents Think, Automations Execute: Run It Live (August 2026)

Photos, PDFs, and receipts uploading into a Taskade workspace where AI agents read them and automations route each file to the record it belongs to
Aug 14, 202613 min read

Collect Files, Scan Receipts, and Automate the Paperwork (August 2026)

What is metacognition — thinking about thinking. Santiago Ramon y Cajal's public-domain neuron drawings, illustrating how the mind monitors, controls, and learns to learn, from engrams to AI reflection loops
Aug 12, 202633 min read

What Is Metacognition? Thinking About Thinking (2026)

A live business system built with Taskade Genesis, embedded and running with connected projects, AI agents, and automations in one workspace
Jul 29, 202627 min read

Run Your Business in One Living System with Taskade Genesis (July 2026)

A starling murmuration at dusk — thousands of birds producing one coherent pattern, the classic image of systems thinking (photo: Skander zarrad, Wikimedia Commons, CC BY-SA 4.0)
Jul 28, 202692 min read

Systems Thinking Explained: Feedback Loops, Stocks, and Leverage Points (2026)

One prompt becoming one live app on a phone, powered by a Taskade workspace that remembers what you make, reasons through every step, and runs while you sleep
Jul 27, 202622 min read

Remember, Reason, Run: Inside One Living Workspace (July 2026)

A complete history and timeline of open-source and open-weight large language models, from GPT-2 in 2019 through BLOOM, LLaMA, Mistral, DeepSeek, Qwen, and the 2.8-trillion-parameter Kimi K3 in 2026
Jul 25, 2026106 min read

Open-Source LLM History: GPT-2 to Kimi K3 (2026)

Moonshot AI and Kimi history, from the 2023 long-context chatbot to Kimi K2, K2.5, and the 2.8-trillion-parameter open-weight Kimi K3, named after Pink Floyd's Dark Side of the Moon
Jul 23, 2026103 min read

Moonshot AI & Kimi History: From K2 to K3 (2026)

Taskade TSK-1 turning a single prompt into a working system with connected projects, AI agents, and automations already wired together in one workspace
Jul 23, 202623 min read

One Prompt, a Working System: Twelve App Kits on TSK-1 (July 2026)

State of AI app building 2026 — an analytics dashboard tracking app usage, market stats, and adoption data
Jul 15, 202646 min read

The State of AI App Building 2026: Market Map, Funding League Table & the Operation Turn

Cracked phone screen illustration representing an AI-generated app that broke a week after launch
Jul 13, 202648 min read

Why AI-Generated Apps Break: The Complete Failure Taxonomy (2026)

Exploring live, cloneable Taskade Genesis apps in the Taskade App Factory, living software you can make your own in one click
Jul 9, 202643 min read

The Living Software Era: Why Apps Now Remember, Reason, and Run (2026)

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