Notes from building this
Every tool in this category sells volume, and I built one that sends less on purpose. These are the reasons, one decision at a time, by Adarsh Mamgain. Every number in them is read from the same constants the sender obeys, and each one links to where you can check it.
Why twenty a day
The arithmetic behind the 20-a-day ceiling: what the category calls safe, what LinkedIn restricts for, and what a first month under the ramp actually adds up to.
14 October 2026 · 4 min read
What LinkedIn actually restricts for
LinkedIn has written down why it restricts invitations. It has not written down the number. Here is what is stated, what is reported, what is folklore, and what we do about each.
12 October 2026 · 3 min read
The accept-rate breaker
LinkedIn restricts accounts whose invitations get ignored. The failure that causes it is invisible from the inside, so the product watches the same number LinkedIn does and stops first.
9 October 2026 · 4 min read
Read before you write
A message built from a job title and a message built from something the person actually wrote, side by side, and why the product shows you which one it was working from.
6 October 2026 · 3 min read
The 150-connection floor, and why we refuse
Below 150 connections the product sends nothing, and asks before taking your money. The reason is the pattern LinkedIn most reliably restricts.
2 October 2026 · 3 min read
One follow-up, never a sequence
Why there is exactly one follow-up per person, no setting to add more, and why a reply cancels everything queued for that person, checked twice, right up to the send.
29 September 2026 · 3 min read
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