project
Build automation tool used as the post's governing analogy: the kernel is 'make for a nondeterministic compiler', invoking a worker the way make invokes gcc.
No evidence-backed relationships are recorded.
Shopify removes the subscription from a webhook whose destination is failing, and it emails the owner only when an App Store or custom app created the webhook. A merchant who builds one by hand in the admin has to watch the receiver themselves.
Reality
Make bills a credit for every module a scenario executes and n8n bills once per run, so a 20-step pipeline costs 20 units on Make and one on n8n. For short flows the two prices converge, and the choice turns on who maintains the flows and where the data may live.
Reality
n8n went from $2.5bn to $5.2bn in seven months and SAP is embedding its canvas in Joule Studio, while the single number offered for agent failure, an 88% security incident rate, arrives without a population or a definition.
Reality
A one-afternoon test splits AI visibility in two: name recall lags funding and press by years, while category retrieval is already working for products the model cannot describe.
Reality
One developer's answer to unverifiable agent self-reports: rules compiled into code, a verdict that is a pure function, and no model credential anywhere in the verdict path.
Reality