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

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

AI agents did not begin with ChatGPT. From SHRDLU in 1971 and Shakey at SRI to ReAct, MCP and today's agent loop: six decades, checked against primary sources.

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)

What is Scientist AI? Yoshua Bengio's non-agentic AI, built at the nonprofit LawZero, is a disinterested Bayesian predictor designed to explain the world rather than act in it, and to act as a guardrail for agentic AI. How it works, why it matters, and its limits. Updated 2026.

Agency retainer scope tracker with client deliverables, hours, and approval status in Taskade Genesis

Aug 5, 202641 min readAI

Agency Retainer Tracker for Scope Creep (2026): Hours and Deliverables You Own

Retainer clients ask for "one small thing" until margin disappears. Agencies need a scope tracker both sides can see. Here is an honest 2026 guide.

Buyer and seller closing checklist portal with milestones and document status in Taskade Genesis

Aug 5, 202645 min readAI

Buyer Seller Closing Checklist Portal (2026): Real Estate Transactions Without the Chaos

Real estate closings drown in email threads and lost PDFs. Agents and coordinators need a buyer-seller checklist portal both sides can see. Here is an honest 2026 guide.

History of prompt engineering: a Teletype Model 33 terminal, the machine that first showed humans a blinking prompt

Aug 5, 202646 min readAI

The History of Prompt Engineering: From Magic Words to Context Engineering (2026)

The complete history of prompt engineering, from GPT-3 few-shot learning in 2020 to context engineering in 2026, with a verdict on every old prompt trick.

Recurring service agreement tracker with renewal dates and linked dispatch jobs in Taskade Genesis

Aug 5, 202642 min readAI

Recurring Service Agreements for Field Ops (2026): Contracts Beside Dispatch

Maintenance contracts and recurring service agreements die when billing lives in accounting and visits live on a whiteboard. Field ops need both beside dispatch. Here is an honest 2026 guide.

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, 202689 min readKnowledge Management

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

Feedback loops, stocks and flows, delays, loop dominance, and 12 leverage points — the full mechanism of systems thinking, from Meadows' lecture to AI agents.

Aug 4, 202643 min readAutomation

How to Automate 99% of Your E-commerce Store with AI Agents (2026)

Automate 99% of your e-commerce store with AI agents in 2026: support, orders, returns, cart recovery, reviews, and inventory. Describe it, ship a live app.

One-room schoolhouse in Loyston, Tennessee, photographed by Lewis Hine — Skool launched the same way, with one room and one community

Aug 4, 202662 min readAI

The History of Skool: Sam Ovens, Alex Hormozi, and What the Record Shows (2026)

Skool was founded in 2019 by Sam Ovens and Daniel Kang. We traced the $100M Hormozi investment, the $1B valuation, and the a16z round to their sources. Only one survives.

Coaching client progress portal with session notes, goals, and homework in Taskade Genesis

Aug 4, 202640 min readAI

Coaching CRM Without Kajabi Fees (2026): Client Progress Portal You Own

Kajabi bundles courses and marketing for creators who sell content at scale. Coaches who run 1:1 and group programs need a client progress portal without LMS fees. Here is an honest 2026 comparison.

Exam prep score tracker with practice test history and study plan in Taskade Genesis

Aug 4, 202638 min readAI

Exam Prep Score Tracker No Code (2026): Practice Tests You Can Ship Today

Tutors and coaches need a score tracker students actually update, not another spreadsheet. Here is how to generate an exam prep portal without code in 2026.

Technician working on a server rack inside a supercomputing data center, illustrating how AI data centers work

Aug 4, 202690 min readAI

How AI Data Centers Work: From the Power Grid to One AI Answer (2026)

Trace one AI prompt from a 345 kV substation to a 120 kW rack and back — and see why almost none of that electricity leaves the building as anything but heat.

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