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Introducing Taskade TSK-1: The System Kernel Behind Every App (2026)Best AI Model for Building Apps in 2026: One Prompt, Nine Models, Real Apps Side by SideChat-Native App Builders in 2026: What You Actually Own When the Chat Ends
Generate 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)The Bitter Lesson Explained: Richard Sutton's 26 Words (2026)Self-Replicating Code: Quines, von Neumann, and the Programs That Copy Themselves (2026)Markov Chains Explained: The Memoryless Math Behind Google, Monte Carlo, and ChatGPT (2026)Add Client Logins. Connect Your Domain. Ship a Real Product in 2026Track Customer Health. Catch Churn Early. Keep the Accounts You Won (2026)Compression Is Intelligence: What Cross-Entropy Really Measures (2026)Automate License Renewals. Track Every Key. Own Your Software Spend (2026)Track Hours. Bill Clients. Get Paid. (Clone a Working Time Tracker in 2026)Claude Shannon: The History of Information Theory and the Man Who Invented the Bit (2026)Connect Your Apps. Automate Your Business. (Two-Way Workflows in 2026)Excel Job Log to Dispatch App (2026): Own the BoardMaintainX Alternative for Small Shops (2026)Run Your Whole Business in One App with Taskade Genesis (June 2026)
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AI Agents Articles | Taskade Blog
BlogTags#AI Agents

#AI Agents

Explore AI agents, autonomous systems, and intelligent automation for enhanced productivity.

TSK-1, the Taskade System Kernel, auto-routing requests across frontier AI models inside a live Taskade workspace
Jul 8, 202619 min readProduct Updates

Introducing Taskade TSK-1: The System Kernel Behind Every App (2026)

Previewing and customizing a branded AI agent in Taskade before publishing it as a public page, a custom domain, or a website widget
Aug 31, 202624 min readAI

Generate the Art. Preview the Agent. Put It on Your Domain (2026)

An AI agent with its own tools running inside a Taskade automation
Aug 30, 202632 min readAI

Agentic Automation Explained: Agent vs AI Step (2026)

Construction scaffolding around a building site, the visual metaphor for the scaffolding tax in AI prompting: structure you build to support the work, which eventually has to come down
Aug 30, 202646 min readAI

The Scaffolding Tax: Why Less Prompt Beats More (2026)

Richard S. Sutton, author of The Bitter Lesson and 2024 Turing Award winner, photographed in December 2025. Photo: Wikimedia Commons / Xuthoria / CC BY-SA 4.0
Aug 29, 202671 min readAI

The Bitter Lesson Explained: Richard Sutton's 26 Words (2026)

John von Neumann at Los Alamos, who proved in 1948 what self-replicating code requires
Aug 29, 202675 min readAI

Self-Replicating Code: Quines, von Neumann, and the Programs That Copy Themselves (2026)

Customer health tracking app showing account health scores, churn risk flags, and renewal owners inside a Taskade Genesis workspace
Aug 27, 202620 min readStartups

Track Customer Health. Catch Churn Early. Keep the Accounts You Won (2026)

A live software license register in Taskade Genesis showing license keys, seat counts, owners, and upcoming renewal dates on one dashboard
Aug 26, 202622 min readAutomation

Automate License Renewals. Track Every Key. Own Your Software Spend (2026)

Time tracking app built in Taskade Genesis showing logged hours tagged to a client and a rate, with billable totals rolling up toward an invoice
Aug 25, 202620 min readProductivity

Track Hours. Bill Clients. Get Paid. (Clone a Working Time Tracker in 2026)

Two-way automation in Taskade — a trigger pulls a new event in from a connected app while an action pushes the finished record back out
Aug 24, 202624 min readAutomation

Connect Your Apps. Automate Your Business. (Two-Way Workflows in 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 readKnowledge management

What Is Metacognition? Thinking About Thinking (2026)

Woven magnetic-core memory grid, an early physical form of computer memory, illustrating the history of AI agent memory
Aug 12, 202643 min readAI

The History of Agent Memory: Why AI Keeps Forgetting You (2026)

Automate your work with custom AI agents — a 2026 playbook for non-technical builders
Aug 11, 202647 min readAI

Automate Your Work with AI Agents: The 2026 Playbook

History of AI benchmarks chart showing test scores of AI systems on MNIST, ImageNet, GLUE, SuperGLUE, MMLU and HumanEval relative to human performance
Aug 10, 202647 min readAI

The History of AI Benchmarks: Why Every Model Claims to Be the Best (2026)

History of the agent harness: the PDP-1 console typewriter, where the first read-eval-print loop ran in 1964
Aug 9, 202644 min readAI

The History of the Agent Harness: The Software Around the Model (2026)

History of retrieval augmented generation: an open card catalog drawer at the Library of Congress
Aug 8, 202642 min readAI

The History of RAG: How AI Learned to Look Things Up (2026)

Automate grading and lesson prep with AI — build a teaching app from one prompt in Taskade Genesis
Aug 7, 202644 min readProductivity

How to Automate 99% of Grading and Lesson Prep with AI (2026)

AI yield explained: a modern chip die, the manufacturing metric AI has never borrowed — what fraction of what a system makes is actually usable
Aug 6, 202632 min readAI

AI Yield: The Reliability Metric Almost Nobody Measures (2026)

History of AI agents: Shakey the robot at SRI International with its cameras, range finder, bump detector, and drive motors labelled
Aug 6, 202657 min readAI

The History of AI Agents: From SHRDLU to the Agent Loop (2026)

Scientist AI explained, Yoshua Bengio's non-agentic AI and the nonprofit LawZero, a disinterested Bayesian predictor built as a safety guardrail for agentic AI in 2026. Photo: Maryse Boyce / Wikimedia Commons / CC BY 4.0
Aug 5, 202625 min readAI

Scientist AI Explained: Bengio's Non-Agentic Bet (2026)

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