Reach Agentic AI Teams Before the Role Posts
The agentic-automation team you want to join is usually 3 to 6 people, and they hire from their network before HR ever writes a JD. The honest fix is to reach one of those people through something you already share.
Find My Warm Intros →Free · No sign-up · See results in ~10 seconds
A plain LinkedIn search buries the people who would actually help you.
It ranks by prominence, so the most-followed, most-messaged names sit on top. FindWarmIntros surfaces the coworkers who share your school or a past employer - the people most likely to reply - and hands you a ready-to-send intro.
✍️ Ready-to-send intro“Hi - we both studied at [your school]. I’d love to hear about your path to a company you are targeting before I apply…”
… plus everyone else in your network who can put in a good word.
See who can refer you in - pick a tech target:
Why these roles are filled before they post
Teams building agentic systems are small and moving fast. When they need another engineer, the founder or tech lead asks the two or three people they trust first. A public listing is what happens after that network search fails, so by the time you see the JD, the strongest candidate is often already in a Slack DM.
This is good news if you move upstream. Your competition at the pre-listing stage is not 300 applicants, it is whoever the team already knows. Being a warm, credible name in that window is worth more than a perfect resume submitted on day one of a posting.
How to earn the intro instead of asking for a job
The mistake is leading with your need. An engineer on a 4-person agent team gets pinged constantly. What makes them reply is a message that costs them 30 seconds and references something real.
- Lead with the shared thread. Open with the school, lab, or past employer you have in common, in the first line, so they read you as one of their own before they read you as a stranger.
- Name their actual work. Reference a specific thing: a tool-calling eval they open-sourced, a talk on planner-executor loops, a repo they maintain. Generic praise reads as a template; one precise detail proves you did the work.
- Ask for a conversation, not a referral. Request 20 minutes to hear how they are approaching multi-step agent reliability. People who would never forward a resume will happily talk about the problem they think about all day.
- Show you can ship the thing they build. Link one small artifact: an agent you wrote, a benchmark you ran, a failure mode you documented. It converts you from job-seeker to peer.
How FindWarmIntros does the finding part
The slow step is figuring out who on a given team you actually share something with, since it is rarely on their profile. FindWarmIntros takes a target lab or startup, finds the real people there who overlap with your school or past employers, and ranks them by how strong that shared path is, then drafts the opening line for you. It is a free tool that turns an afternoon of cross-referencing into a short list of people who have a genuine reason to reply. You still write the message that matters, but you start from a warm name instead of a blank search.