CVL tailoring
Prove the quarry-to-tailored pipeline end-to-end: FIXED identity passes through verbatim, HYBRID selection picks job-relevant entries without fabrication, OPEN sections stay factually grounded, the LLM cascade falls over on 429s and exhaustion, snapshot/promote preserves quarry variants, and locale conventions resolve per job.
cvl-tailoring
via suite
Tailor (provider 429 — cascade falls over)Tailor (user edits the tailored copy, quarry untouched)Tailor (user promotes edit back to quarry as variant)Tailor CL (cover letter recipient, opening, closing per locale)Tailor CV (FIXED identity preserved verbatim)Tailor CV (HYBRID selects best-fit experience entries)Tailor CV (OPEN summary generated, factually grounded)Tailor CV (first time on a job)