Guides from the engineers who do the work.
Practical notes on AI recruiting agents, recruiting tool stacks, forward deployed engineering and CRM, ATS and code migrations.
What is a forward deployed engineer? A practical guide to the FDE role
What a forward deployed engineer does, where the FDE role came from, how it differs from solutions engineers and when to hire or contract one.
Read, 7 min →GuideAI recruiting agents explained: what they do, what they shouldn't, and where to start
What AI recruiting agents do across sourcing, outreach, screening and scheduling, what they should not do, compliance basics and measuring hours saved.
Read, 7 min →PlaybookHow to connect your recruiting tech stack so nothing gets copied by hand
How recruiting agencies connect sourcing and outreach tools with Ashby, Greenhouse, Lever, Bullhorn or Loxo so candidates stop being copied by hand.
Read, 7 min →Migration guideATS migration: how to switch recruiting systems without losing candidate history
How to migrate an ATS or recruiting CRM (Bullhorn, Loxo, Recruit CRM, Greenhouse, Lever, Ashby) without losing resumes, notes or placement history.
Read, 5 min →Migration guideThe CRM migration checklist: how to switch CRMs without losing history
A step-by-step CRM migration checklist for Salesforce, HubSpot, Pipedrive, Zoho and Attio. Field mapping, cleanup, test runs, verification and cutover.
Read, 6 min →Engineering guideAI-assisted legacy code migration: what actually works
How AI-assisted legacy code migration works: characterization tests first, strangler fig steps, AI-drafted changes reviewed by engineers, staged releases.
Read, 5 min →Free resourceWhere recruiter hours go
A step-by-step map of the recruiting workflow and what an AI agent can take over.
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