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Introducing Taskade TSK-1: The System Kernel Behind Every App (2026)A Year of AI Agent Memory Experiments: Four Negative Results (2026)What Is GPT? GPT vs LLM vs ChatGPT, and Why Models Come in Tiers (2026)
Clients, Projects, Teams: Your Workspace, Now an App (September 2026)Agent Handoff Explained: The Narrow Channel Between AI Agents (2026)The Complete Connectome Explained: What a Finished Brain Map Tells Us About AI Agents (2026)RL Environments Explained: How AI Labs Now Train Models on Real Work (2026)Which AI App Builder Remembers Why? 10 Tools Compared for Month Six (2026)The TSK-1 Methodology: How We Benchmark AI Models by Building Real Apps (2026)Paste Your Website, Clone an App Kit, Launch It Live (September 2026)Open Source Temporal Parser: Parse ISO 8601, RFC 3339, and IXDTF in TypeScript (2026)Your App, Your Domain: Build CRMs, Client Portals, and Shops (September 2026)Best AI Model for Building Apps in 2026: One Prompt, Nine Models, Real Apps Side by SideConnect It, Start It, Watch It Run: Every Automation Run in View (September 2026)Chat-Native App Builders in 2026: What You Actually Own When the Chat EndsGenerate the Art. Preview the Agent. Put It on Your Domain (2026)Agentic Automation Explained: Agent vs AI Step (2026)The Scaffolding Tax: Why Less Prompt Beats More (2026)History of Mind Mapping: From Porphyry to Buzan to AI (2026)Run Your Whole Business in One App with Taskade Genesis (June 2026)
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BlogArticles by John Xie

Articles by John Xie

Articles written by John Xie on the Taskade Blog.

A live Taskade Genesis hospitality dashboard with occupancy, revenue, and an AI concierge agent answering in a side panel
Aug 26, 202614 min read

Build It, Run It, Go Live on Your Own Domain (August 2026)

A Taskade Genesis store dashboard where an automation creates a Stripe invoice, emails it to the customer, and records the payment
Aug 20, 202614 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 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)
Aug 5, 202692 min read

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

A live business system built with Taskade Genesis, embedded and running with connected projects, AI agents, and automations in one workspace
Jul 29, 202624 min read

Run Your Business in One Living System with Taskade Genesis (July 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, 202630 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, 202640 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)

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Articles by John Xie | Taskade Blog