September 9, 2026 · Reqmint
A finishing-soon list tells you who to call, not what about. This walkthrough builds the matching step: a skill alias table, hard filters before scoring, a four-component score with tunable weights, stored rationale per pair, and the narrow job a model should actually do.
Read moreSeptember 9, 2026 · Reqmint
An agent that drafts recruiter outreach needs somewhere for a human to say yes. This walkthrough builds the queue: a suppression check before drafting, one row per draft with a state machine, a claim step so two recruiters cannot send the same message, expiry for stale drafts, and the write-back that puts the sent note on the ATS record.
Read moreAugust 25, 2026 · Reqmint
The Monday-morning redeployment report is one landing table, an outreach log, and two window functions. A walkthrough you can adapt to any ATS export.
Read moreAugust 22, 2026 · Reqmint
A hands-on walkthrough of getting reliable contractor end dates out of an ATS API: OAuth 2.0 setup, paginated placement pulls, an idempotent landing table, and the reconciliation step most pipelines skip.
Read moreAugust 15, 2026 · Reqmint
Why firms lose their finishing contractors, how to measure the leak, and what an agent needs to close it.
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