A behind-the-scenes look at the Should-Apply agent, our confidence-scoring model, the anti-spam guardrails baked into every submission, and why we deliberately cap volume even when users ask for more.

14 min read · Engineering · Jul 2026

ATS is dead. Long live the AI Career Memory. What machine reviewers actually parse today, why one-page dogma is over, and how to structure a resume that wins both AI screens and human hiring managers.

9 min read · Playbook · Jul 2026

Where AI wins (unlimited reps, instant feedback, zero judgement), where humans still matter (negotiation, emotional stakes, industry politics), and how the two combine inside Executive Coach mode.

11 min read · Research · Jun 2026

Tenure matters less than you'd think. Cross-functional scope matters more. The compounding effect of every 12-month interview cycle. Fresh data from the CareerOS offer corpus.

7 min read · Data · Jun 2026

Why recruiter inboxes are collapsing under generic AI messages — and what actually cuts through in 2026. Includes the exact 4-line template our top users send.

6 min read · Playbook · May 2026

Why we bet the company on a persistent, structured memory of every project, every interview, every offer — and how it changes the shape of every downstream module.

12 min read · Product · May 2026