AI
AI can write your first draft. It should not send it
What AI is genuinely good at in outreach, where it reliably fails, and why every draft here waits for a person.
4 min read
Writing5 entries
Outreach that respects the account.
Practical notes on LinkedIn’s limits, why we run the automation on your machine, which numbers actually matter, and what AI drafting is genuinely good for.
Engineering
Detecting a LinkedIn restriction without crying wolf
The word 'captcha' appears on every healthy LinkedIn page. Here is how we learned to detect a real challenge instead of matching a string.
5 min read
Analytics
The three numbers that tell you whether your outreach is working
Sent count is a vanity metric. Acceptance rate, reply rate and meeting rate are the ones that change what you do next.
5 min read
Architecture
Why your outreach should run on your own machine
Cloud-based LinkedIn tools put your session on someone else's server, in someone else's IP range. Here is what that actually costs.
5 min read
Deliverability
What LinkedIn's connection limits actually are, and why nobody can give you one number
Weekly invitation caps, daily activity caps, and why your account's history matters more than any published figure.
6 min read