Guides for smarter career
and hiring decisions.
Practical frameworks, JD teardowns, and hiring intelligence — for professionals navigating pivots and nonlinear careers, and for teams who want to hire with more clarity and less bias.
Start here.
The three most useful frameworks for making better decisions before applying — or before hiring.
A practical 7-factor framework for deciding before you spend the energy — especially useful for nonlinear profiles, career pivots, and stretch roles where the fit isn't obvious on paper.
Titles lie. Scope tells the truth. How to spot mis-leveled roles, founder proxies, wishlist JDs, and structural red flags before applying — or before sourcing.
Career and job search
decision frameworks.
Guides for professionals navigating pivots, career breaks, nonlinear paths, and stretch roles.
The 7-factor framework for deciding before you invest the effort.
Read →What to look for beyond bullet points — scope, title mismatch, and red flags.
Read →Why strong profiles get missed — and what actually signals capability.
Read →When requirement count matters less than non-negotiable alignment.
The difference between claiming transferability and proving it.
Evaluating realistic roles vs. underselling yourself after time away.
JD intelligence and
candidate evaluation guides.
For recruiters, hiring managers, and founders who want to hire with more clarity and less pedigree bias.
Applicable to both candidates and teams — how to tell if a JD is clear, mis-leveled, or a wishlist in disguise.
Read →The signals that matter and the false negatives to avoid when assessing nonlinear candidates.
Read →The structural patterns that predict a bad search before it starts.
From wishlist to working brief — what to define before you post.
What ATS misses in senior cross-functional profiles and how to compensate.
The brief that prevents a costly search from starting on the wrong foot.
When you're ready for
a structured analysis.
Guides help you understand. ReLoop reports help you decide — with a structured, shareable artifact based on your actual CV or job description.
A structured third-person reading of your CV — transferability, capability map, claim calibration.
Learn more →A structured analysis of any job description — structural flags, ghost candidate, qualification checklist.
Learn more →Both reports combined — bilateral fit scoring, transferability on both sides, apply/adapt/pass verdict.
Learn more →