Jev + Treg combo powers 3 GTM workflows, saving $8k/month in automation costs
iamrobotbear · x · 2026-09-22
Developer jasonzhou1993 shares three open-source GTM automation workflows built with Jev (TypeSafe's decision model) and Treg, claiming $8k/month in savings and near-zero automation costs:
- Fraud detection & website signup screening
- Triage of buying signals
- Viral content monitoring
A step-by-step guide accompanies the release. Jev's core idea: instead of generating text, it takes a JSON state plus typed questions (choice / yes-no / score) and returns a probability distribution over your named options in under a second — no prompt engineering, no output parsing, no malformed-JSON retries. Your code just compares thresholds; a call costs about $0.000018. Treg supplies the data (X, LinkedIn, email verification, person/company enrichment) via one key.
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