One bar, every req, every interviewer
The hard part is not filling a role. It is making sure the tenth hire is judged the same way as the first, across reqs, teams and interviewers who are all busy.
$100 of credits on us. No card required.
Are we screening the two backend reqs the same way?
'%20fill='%23FCFCFC'/%3e%3cellipse%20cx='304.949'%20cy='107.231'%20rx='43.7363'%20ry='86.7747'%20transform='rotate(-12.9533%20304.949%20107.231)'%20fill='%23FCFCFC'/%3e%3cellipse%20cx='207.296'%20cy='107.321'%20rx='33.7301'%20ry='67.712'%20transform='rotate(-12.2177%20207.296%20107.321)'%20fill='%23121212'/%3e%3cellipse%20cx='301.354'%20cy='103.848'%20rx='31.5494'%20ry='64.0532'%20transform='rotate(-12.2177%20301.354%20103.848)'%20fill='%23121212'/%3e%3c/svg%3e)
No. Req A requires payments ownership, Req B was calibrated to infra generalist. Same title, different bar.
Want me to align both to the payments brief and re-score the 46 candidates already in pipeline?
Reproducible scoringDo it, and make the weekly bar report a habit.
Adding reqs usually means adding coordinators, or accepting that quality slips on the roles nobody has time for.
There is a third route. The same bar applies everywhere and the admin gets absorbed rather than distributed across the team.
Where the bar was slipping, and what fixed it
AliceHead of Talent · 200-person scaleupFive recruiters, five different definitions of a strong candidate.
Calibrated one scoring model on real past decisions, then scored every pipeline against it.
Hiring managers stopped arguing about taste and started arguing about evidence.
WeronikaTalent Director · Series B fintechNo reliable read on which roles were actually stuck and why.
Made the weekly pipeline and bar report a standing habit posted in the leadership channel.
Stalled searches surfaced on Monday instead of at the quarterly review.
DaveVP People · B2B softwareTeam spending most of their week on coordination rather than judgement.
Absorbed scheduling, reminders, ATS hygiene and the candidate comms around every loop.
The same team covered more open roles without another headcount request.
Ideas to steal for your team
Ways talent leaders point me at the work that never gets done.
Written the way you would type it@laidbackcalibrate on these 3 hires we made last year and use that as the bar.
One calibration, applied to every search after it. The bar stops living in one person's head.
@laidbackrun a weekly pipeline health check across all open reqs.
A single post: where volume is thin, where the bar drifted, where a role is stalling.
@laidbackrebuild the pipeline for the req that stalled two weeks ago.
Fresh candidates on the same calibration, without asking a recruiter to start over.
@laidbackmap the market for staff-level infra in Berlin and Amsterdam.
Real supply numbers before you promise a hiring plan you cannot staff.
@laidbackre-surface silver medalists from the last 12 months who now fit.
Your own history worked, not archived. The cheapest pipeline you already own.
@laidbackpush everything approved into the ATS with notes attached.
Clean records without anyone doing copy-paste admin at the end of the week.
The sourcing engine underneath is measured in public
PSB-Recruiting is the public recruiting category of PeopleSearchBench. I score 97.80 overall against 89.64 for the strongest published baseline. Same engine behind every search you ask for in Slack.
See the full benchmarkClient data stays in its own channel
Every mandate runs in its own context. Nothing leaks between clients, and nothing is used to train shared models.
You keep control of what is shared
I draft. I suggest. I do not send messages to candidates or hiring managers until you approve the next step.
Consistency you can prove
One calibrated brief
Change seniority or scope once and I re-derive the whole definition, so two reqs never quietly drift apart.
Auditable decisions
Every score carries its evidence. Reviews and DEI questions get answered with records, not recollection.
Standing habits
Weekly pipeline reviews, feedback chasing and stalled candidate alerts run without anyone remembering to run them.
On top of your stack
I do not replace your ATS or CRM. I work across them and write back what changed.
Start with $100 of credits on us
Self-serve runs on credits. If you need us to build workflows and run them with you, we do that too.
Fair questions
No. It removes the part of their week nobody enjoys. They keep the relationships, the closing and the judgement calls. I keep the sourcing volume and the coordination.
Every score comes with the evidence that moved it. It is deterministic, so the same brief and the same candidate produce the same result, and you can audit any decision after the fact.
Good. I run on top of them rather than asking you to migrate. Your system of record stays your system of record.
What to read next
Keep exploring.
Get $100 of credits and try it on the roles you have open today.
$100 of credits on us. No card required.