Most "AI agents" are just workflows with better marketing


This week on the blog
Plus: n8n security audit checklist, visual diff tutorial, and webhook debugging cheat sheet.  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
WotAI

This week on the blog

Four posts this week – two new, two you might have missed.

What is agent washing?

Most “AI agent” products are deterministic workflows with an LLM classifier on top. There’s nothing wrong with that – unless you’re lying about it. Why your n8n workflows might be more honest than most vendor demos.

Read the agent washing breakdown →

n8n security audit checklist

The same seven-point checklist we use when auditing workflows for clients. Covers hardcoded credentials, unauthenticated webhooks, expression injection, and four more. Takes about an hour.

Read the security audit checklist →

n8n visual diff – compare workflow versions

n8n shipped visual diff in March. Pick any two saved versions, compare them side by side. Changed nodes highlighted. Covers both version history diffs (Cloud Pro+) and source control diffs (Enterprise).

Read the visual diff tutorial →

n8n webhook debugging cheat sheet

“My webhook isn’t working.” 70% of the time it’s using the test URL in production or forgetting to activate the workflow. Copy-paste fixes for every scenario.

Read the webhook cheat sheet →
Visit the Blog →

Reply to this email anytime – I read every one.

WotAI · AI Automation that Actually Ships

wotai.co

WotAI · 440 N. Barranca Ave., Unit 3777, Covina, CA 91723

WotAI

If you're building with Claude Code, n8n, or AI agents in production, this is the email I'd want. Weekly recap of what shipped, what broke, and how I'm running it. Specific over vague. Replies welcome.

Read more from WotAI
Your CLAUDE.md File Is Too Long

1,204 lines down to 151 The four-bucket diet, and the 20 lines no model can rediscover. Plus 3 more reads. 1,204 lines down to 151 Hey Reader, Four reads this week, and each one spends its best section on the same question: which part of this should you leave alone? The lines you don't delete. The invoices you keep typing by hand. The decisions you never route through software. Every line gets paid for on every session (most don't earn it) Anthropic cut roughly 80 percent of Claude Code's own...

When not to buy an AI agent The three questions that decide it, and what a missed call is actually worth. Plus 3 more reads. When not to buy an AI agent Hey Reader, Two people in your business describe the same process differently. That is the clearest signal it is not ready to automate. You do not have a workflow, you have two workflows and a disagreement. Automate it anyway and you lock in whichever version the person configuring it happened to believe. This week's first two reads are about...

110 free AI models, tested 16 providers, what's actually free, and the catches each one hides. Plus 3 more reads. 110 free AI models, tested Hey Reader, Four reads this week. The first two go together: where the free AI models actually are, and how to put Claude Code in charge of them. 110 free AI models, and what each one actually costs you Sixteen providers hand out real API access right now. Not trials. Free tiers, running today. The catch is that "free" is doing different work at each...