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Notes on getting work done by agents

Comparisons, prices as of this month, and what actually works when you hand a task to an AI agent. Written by the people who build and test them.

Latest articles

HubSpot AI Agent: What Agent Hub Does and What It Costs

HubSpot renamed Breeze Agents to Agent Hub and prices its customer agent at $0.50 per resolution. What counts as a resolution, which edition you need, and where a CRM-native agent stops.

10 min read

Slack AI Agent: What You Get, and On Which Plan

Slack's plan cards list Slackbot under Free and Pro. The comparison table says otherwise. What Slack's AI agent does, where it stops, and what it really takes to run one.

10 min read

Excel AI Agent: 6 Spreadsheet Jobs to Hand Over in 2026

Copilot in Excel works inside one file. Most spreadsheet chores loop between the sheet and your inbox. Six jobs an agent can take, and where Copilot wins.

13 min read

Shopify AI Agent: Sidekick, Store Apps and the Gaps

"Shopify AI agent" means two completely different products depending on who is saying it. Shopify's own AI is Sidekick, an assistant that sits in your admin and helps you run the store. The Shopify App Store sells…

9 min read

Salesforce AI Agent: 6 Real Jobs and What They Cost

Six jobs an AI agent can actually do inside your Salesforce, and the honest cost of every route. Agentforce included.

11 min read

QuickBooks AI Agent: Intuit's Agents and What They Do

QuickBooks does not have one AI agent. Intuit announced a set of them, described as a "virtual team," and the three named in the launch are the Payments Agent, the Accounting Agent and the Finance Agent. They are…

8 min read

Zapier Statistics 2026: 56 Verified Numbers on Customers, Revenue, Pricing and AI

56 Zapier numbers on scale, revenue, pricing and AI, each linked to the original document. Verified 15 September 2026. Free CSV of every figure.

18 min read

Zapier Pricing History 2025 to 2026: 2 Changes to the Published Price Set

Zapier today: $19.99 a month (Professional, annual billing). Every plan-price set on its pricing page since May 2025, from monthly Wayback snapshots with a

2 min read

What Is an Agent Operating System? (2026 Definition)

Nine companies use the phrase and disagree four ways; three invert the stack. I read every definition, priced the category, and worked out when you need one.

15 min read

Voiceflow Pricing History 2024 to 2026: 7 Changes to the Published Price Set

Voiceflow today: Not published on the pricing page (contact sales). Every plan-price set on its pricing page since January 2024, from monthly Wayback snaps

2 min read

Vellum Pricing History 2024 to 2026: 5 Changes to the Published Price Set

Vellum today: $30 a month (first paid tier on the page). Every plan-price set on its pricing page since May 2024, from monthly Wayback snapshots with archi

2 min read

Taskade Pricing History 2024 to 2026: 14 Changes to the Published Price Set

Taskade today: $10 a month (first paid tier, annual billing). Every plan-price set on its pricing page since January 2024, from monthly Wayback snapshots w

3 min read

Stack AI Pricing History 2024 to 2026: 2 Changes to the Published Price Set

Stack AI today: Paid tiers not shown with a figure on the page. Every plan-price set on its pricing page since January 2024, from monthly Wayback snapshots

2 min read

Small Business AI Adoption Statistics 2026: 44 Numbers From Census, Fed and Bank Data

Forty-four small business AI adoption statistics, verified 16 September 2026, from Census, the Fed, JPMorganChase and four national statistics agencies.

17 min read

Relevance AI Pricing History 2024 to 2026: 7 Changes to the Published Price Set

Relevance AI today: Not published on the pricing page (sign-in or contact). Every plan-price set on its pricing page since March 2024, from monthly Wayback

2 min read

Pipedream Pricing History 2024 to 2026: 3 Changes to the Published Price Set

Pipedream today: $29 a month (first paid tier, annual billing). Every plan-price set on its pricing page since January 2024, from monthly Wayback snapshots

2 min read

No-Code Automation Statistics 2026: 40 Verified, 25 Rejected

Forty no-code automation statistics verified on 15 September 2026, each with publisher, date and method, plus the popular figures that do not exist.

24 min read

n8n Pricing History 2024 to 2026: 4 Changes to the Published Price Set

n8n today: €20 a month (Starter, annual billing). Every plan-price set on its pricing page since January 2024, from monthly Wayback snapshots with archived

2 min read

Lindy Pricing History 2024 to 2026: 5 Changes to the Published Price Set

Lindy today: $29.99 per seat a month (Plus). Every plan-price set on its pricing page since April 2024, from monthly Wayback snapshots with archived source

2 min read

Gumloop Pricing History 2024 to 2026: 5 Changes to the Published Price Set

Gumloop today: $37 a month (Pro). Every plan-price set on its pricing page since June 2024, from monthly Wayback snapshots with archived sources. Verified

2 min read

Dify Pricing History 2024 to 2026: 3 Changes to the Published Price Set

Dify today: $590 a year on the page's first paid tier ($159 a month on the next). Every plan-price set on its pricing page since January 2024, from monthly

2 min read

Botpress Pricing History 2024 to 2026: 12 Changes to the Published Price Set

Botpress today: $25 a month (first paid tier on the page). Every plan-price set on its pricing page since March 2024, from monthly Wayback snapshots with a

3 min read

Bardeen Pricing History 2024 to 2025: 4 Changes to the Published Price Set

Bardeen today: Not published on the pricing page as read. Every plan-price set on its pricing page since January 2024, from monthly Wayback snapshots with

2 min read

AI Automation Statistics 2026: 46 Verified Numbers on Adoption, Time Saved and Failure

46 AI automation statistics, each traced to a dated source: adoption, what actually gets automated, time saved, ROI, failure. Verified 16 September 2026.

15 min read
Concepts

AI Agent Pricing Index 2026: 16 Platforms, Checked Monthly

Starting price, free tier and billing unit for 16 AI agent platforms, read on the vendors' own pages on 15 September 2026, with dated history.

9 min read
By task

AI Agent for Etsy Message Replies: Answering in Your Own Style

The most common way this question gets asked is oddly specific, and the specificity is the interesting part: people do not search for an AI that answers Etsy messages, they search for one that answers Etsy messages…

9 min read

Activepieces Pricing History 2024 to 2026: 8 Changes to the Published Price Set

Activepieces today: $16 a month (Plus, yearly billing; $20 on monthly billing). Every plan-price set on its pricing page since January 2024, from monthly W

2 min read

Notion AI Agent: What Notion 3.0 Agents Actually Do

Notion's AI agent is called, plainly, Notion Agent. It lives in your workspace, it edits databases and pages the way a person would, and it can read across the tools you have connected. Since Notion 3.0 there is also…

9 min read

AI Sales Agent: What It Costs in 2026 and Where It Breaks

Four of ten AI sales agent vendors publish no price. Five billing units, three platform rules that cap the motion, and the numbers I could verify.

19 min read