Indie RAG eval auditor lands zero paid gigs despite reproducible findings

Additional-Ladder-24 · reddit · 2026-10-23

An independent specialist shares two public beta RAG evaluation audits: on DPOLens (30 queries), independently reproducing a benchmark showed adding a reranker dropped Recall@5 from 76.7% to 46.7%, with query-level breakdown; on RouteMind (700 queries), comparing two retrieval configs across 1,400 results surfaced 15 scoring inconsistencies the maintainer then fixed. Yet a month of outreach has yielded no paid engagement. They ask agency owners and CTOs what's missing: references, a live walkthrough, a paid trial, or whether agencies simply don't outsource RAG evaluation at all.

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