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JevMade field notes / Implementation walkthrough

Jev SEO

A Rust SEO workflow that starts with 57 deterministic rules, makes Jev semantic scoring explicitly optional and budget-capped, and freezes run and spend evidence for reproducible CI review.

Original by Akash PriyadarshiEvaluationRepository READMESource reviewed

Before you dive in

What you’ll find in the original

  1. Establish the rules-only baseline with `--no-jev`; optional semantic requests are refused before a POST would exceed the per-run `--jev-budget` cap.
  2. Freeze `run.json` and `ledger.json` with `--manifest` so inputs, findings, requests, token usage, and spend can be reviewed from the same run.
  3. Use the deterministic `audit --min-pass` exit status as the blocking CI gate; heuristic priorities and Jev confidence help triage findings but do not guarantee ranking quality, SEO outcomes, or correctness.
Worth knowing

The pinned README says crates.io publishes v0.1.1; examples marked for v0.1.2, dated 22 October 2026, require a source build at this commit. Jev scoring is optional and paid, and its confidence is not a correctness guarantee. No SEO-effectiveness benchmark was independently verified.

More guides →See the experiments →