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<p>Specialized panels for backend, frontend, data, DevOps, and security.</p>
Referrals, communities, targeted outreach.
Role-specific problem sets and pair interviews.
SLAs on SLAs: time-to-first-interview, offer-to-join.

Bar-raising rubric and calibrated panels.

JD refinement and candidate experience.

Funnel analytics and weekly ops reviews.