Michal’s Blog

Why every recruiting team needs to preserve, grow, and leverage what its recruiters know.

Talent search will never be the same. See what's possible and tell me if you'll ever want to source candidates "manually."

Claude or autonomous AI-powered sourcing agents at Calyflow are most powerful when connected to an ATS. Some systems make it very hard to connect, so avoid those.

A practical guide to wiring your applicant tracking system into Claude so it can read CVs and notes, rank candidates against a live brief, and surface a recruiter-friendly shortlist instead of a 1,800-row keyword list.

A little case study on how I shipped a custom dispatch, SLA, and reporting CRM for a 15-broker agency with Claude and CalyflowOS, and why the same pattern fits recruiting teams.