Playbooks, real stories, and hard-won lessons from displaced professionals, coaches, and the Villioo team.
Stanford HAI researchers analyzed 4 million job applications across 1,700 postings and 150 employers. Their findings reveal how a single AI vendor can systematically disadvantage qualified candidates — and what job seekers can do about it.
Short reads and deep dives — written for the comeback.
A tactical, human playbook for the first month — from severance and benefits to reclaiming your identity, refreshing your resume, and finding your footing again.
Read post →Interview Mastery · 6 min readOne confident sentence, three moves, and how to redirect the room without shrinking.
Read post →Career Change · 8 min readA framework to reposition years of expertise into the language of your next industry.
Read post →Personal Brand · 9 min readSmall edits, big signal — the 9 fields that decide whether you show up in search.
Read post →Mindset · 7 min readNot motivation. Steadiness. The daily practices that restore your baseline.
Read post →Networking · 5 min readWarm reconnects, cold hiring-manager notes, and referral asks that work.
Read post →One thoughtful email a week — no spam, no fluff. Just the tools and stories that help you rebuild.
